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sayantann11 / All Classification Templetes For MLClassification - Machine Learning This is ‘Classification’ tutorial which is a part of the Machine Learning course offered by Simplilearn. We will learn Classification algorithms, types of classification algorithms, support vector machines(SVM), Naive Bayes, Decision Tree and Random Forest Classifier in this tutorial. Objectives Let us look at some of the objectives covered under this section of Machine Learning tutorial. Define Classification and list its algorithms Describe Logistic Regression and Sigmoid Probability Explain K-Nearest Neighbors and KNN classification Understand Support Vector Machines, Polynomial Kernel, and Kernel Trick Analyze Kernel Support Vector Machines with an example Implement the Naïve Bayes Classifier Demonstrate Decision Tree Classifier Describe Random Forest Classifier Classification: Meaning Classification is a type of supervised learning. It specifies the class to which data elements belong to and is best used when the output has finite and discrete values. It predicts a class for an input variable as well. There are 2 types of Classification: Binomial Multi-Class Classification: Use Cases Some of the key areas where classification cases are being used: To find whether an email received is a spam or ham To identify customer segments To find if a bank loan is granted To identify if a kid will pass or fail in an examination Classification: Example Social media sentiment analysis has two potential outcomes, positive or negative, as displayed by the chart given below. https://www.simplilearn.com/ice9/free_resources_article_thumb/classification-example-machine-learning.JPG This chart shows the classification of the Iris flower dataset into its three sub-species indicated by codes 0, 1, and 2. https://www.simplilearn.com/ice9/free_resources_article_thumb/iris-flower-dataset-graph.JPG The test set dots represent the assignment of new test data points to one class or the other based on the trained classifier model. Types of Classification Algorithms Let’s have a quick look into the types of Classification Algorithm below. Linear Models Logistic Regression Support Vector Machines Nonlinear models K-nearest Neighbors (KNN) Kernel Support Vector Machines (SVM) Naïve Bayes Decision Tree Classification Random Forest Classification Logistic Regression: Meaning Let us understand the Logistic Regression model below. This refers to a regression model that is used for classification. This method is widely used for binary classification problems. It can also be extended to multi-class classification problems. Here, the dependent variable is categorical: y ϵ {0, 1} A binary dependent variable can have only two values, like 0 or 1, win or lose, pass or fail, healthy or sick, etc In this case, you model the probability distribution of output y as 1 or 0. This is called the sigmoid probability (σ). If σ(θ Tx) > 0.5, set y = 1, else set y = 0 Unlike Linear Regression (and its Normal Equation solution), there is no closed form solution for finding optimal weights of Logistic Regression. Instead, you must solve this with maximum likelihood estimation (a probability model to detect the maximum likelihood of something happening). It can be used to calculate the probability of a given outcome in a binary model, like the probability of being classified as sick or passing an exam. https://www.simplilearn.com/ice9/free_resources_article_thumb/logistic-regression-example-graph.JPG Sigmoid Probability The probability in the logistic regression is often represented by the Sigmoid function (also called the logistic function or the S-curve): https://www.simplilearn.com/ice9/free_resources_article_thumb/sigmoid-function-machine-learning.JPG In this equation, t represents data values * the number of hours studied and S(t) represents the probability of passing the exam. Assume sigmoid function: https://www.simplilearn.com/ice9/free_resources_article_thumb/sigmoid-probability-machine-learning.JPG g(z) tends toward 1 as z -> infinity , and g(z) tends toward 0 as z -> infinity K-nearest Neighbors (KNN) K-nearest Neighbors algorithm is used to assign a data point to clusters based on similarity measurement. It uses a supervised method for classification. The steps to writing a k-means algorithm are as given below: https://www.simplilearn.com/ice9/free_resources_article_thumb/knn-distribution-graph-machine-learning.JPG Choose the number of k and a distance metric. (k = 5 is common) Find k-nearest neighbors of the sample that you want to classify Assign the class label by majority vote. KNN Classification A new input point is classified in the category such that it has the most number of neighbors from that category. For example: https://www.simplilearn.com/ice9/free_resources_article_thumb/knn-classification-machine-learning.JPG Classify a patient as high risk or low risk. Mark email as spam or ham. Keen on learning about Classification Algorithms in Machine Learning? Click here! Support Vector Machine (SVM) Let us understand Support Vector Machine (SVM) in detail below. SVMs are classification algorithms used to assign data to various classes. They involve detecting hyperplanes which segregate data into classes. SVMs are very versatile and are also capable of performing linear or nonlinear classification, regression, and outlier detection. Once ideal hyperplanes are discovered, new data points can be easily classified. https://www.simplilearn.com/ice9/free_resources_article_thumb/support-vector-machines-graph-machine-learning.JPG The optimization objective is to find “maximum margin hyperplane” that is farthest from the closest points in the two classes (these points are called support vectors). In the given figure, the middle line represents the hyperplane. SVM Example Let’s look at this image below and have an idea about SVM in general. Hyperplanes with larger margins have lower generalization error. The positive and negative hyperplanes are represented by: https://www.simplilearn.com/ice9/free_resources_article_thumb/positive-negative-hyperplanes-machine-learning.JPG Classification of any new input sample xtest : If w0 + wTxtest > 1, the sample xtest is said to be in the class toward the right of the positive hyperplane. If w0 + wTxtest < -1, the sample xtest is said to be in the class toward the left of the negative hyperplane. When you subtract the two equations, you get: https://www.simplilearn.com/ice9/free_resources_article_thumb/equation-subtraction-machine-learning.JPG Length of vector w is (L2 norm length): https://www.simplilearn.com/ice9/free_resources_article_thumb/length-of-vector-machine-learning.JPG You normalize with the length of w to arrive at: https://www.simplilearn.com/ice9/free_resources_article_thumb/normalize-equation-machine-learning.JPG SVM: Hard Margin Classification Given below are some points to understand Hard Margin Classification. The left side of equation SVM-1 given above can be interpreted as the distance between the positive (+ve) and negative (-ve) hyperplanes; in other words, it is the margin that can be maximized. Hence the objective of the function is to maximize with the constraint that the samples are classified correctly, which is represented as : https://www.simplilearn.com/ice9/free_resources_article_thumb/hard-margin-classification-machine-learning.JPG This means that you are minimizing ‖w‖. This also means that all positive samples are on one side of the positive hyperplane and all negative samples are on the other side of the negative hyperplane. This can be written concisely as : https://www.simplilearn.com/ice9/free_resources_article_thumb/hard-margin-classification-formula.JPG Minimizing ‖w‖ is the same as minimizing. This figure is better as it is differentiable even at w = 0. The approach listed above is called “hard margin linear SVM classifier.” SVM: Soft Margin Classification Given below are some points to understand Soft Margin Classification. To allow for linear constraints to be relaxed for nonlinearly separable data, a slack variable is introduced. (i) measures how much ith instance is allowed to violate the margin. The slack variable is simply added to the linear constraints. https://www.simplilearn.com/ice9/free_resources_article_thumb/soft-margin-calculation-machine-learning.JPG Subject to the above constraints, the new objective to be minimized becomes: https://www.simplilearn.com/ice9/free_resources_article_thumb/soft-margin-calculation-formula.JPG You have two conflicting objectives now—minimizing slack variable to reduce margin violations and minimizing to increase the margin. The hyperparameter C allows us to define this trade-off. Large values of C correspond to larger error penalties (so smaller margins), whereas smaller values of C allow for higher misclassification errors and larger margins. https://www.simplilearn.com/ice9/free_resources_article_thumb/machine-learning-certification-video-preview.jpg SVM: Regularization The concept of C is the reverse of regularization. Higher C means lower regularization, which increases bias and lowers the variance (causing overfitting). https://www.simplilearn.com/ice9/free_resources_article_thumb/concept-of-c-graph-machine-learning.JPG IRIS Data Set The Iris dataset contains measurements of 150 IRIS flowers from three different species: Setosa Versicolor Viriginica Each row represents one sample. Flower measurements in centimeters are stored as columns. These are called features. IRIS Data Set: SVM Let’s train an SVM model using sci-kit-learn for the Iris dataset: https://www.simplilearn.com/ice9/free_resources_article_thumb/svm-model-graph-machine-learning.JPG Nonlinear SVM Classification There are two ways to solve nonlinear SVMs: by adding polynomial features by adding similarity features Polynomial features can be added to datasets; in some cases, this can create a linearly separable dataset. https://www.simplilearn.com/ice9/free_resources_article_thumb/nonlinear-classification-svm-machine-learning.JPG In the figure on the left, there is only 1 feature x1. This dataset is not linearly separable. If you add x2 = (x1)2 (figure on the right), the data becomes linearly separable. Polynomial Kernel In sci-kit-learn, one can use a Pipeline class for creating polynomial features. Classification results for the Moons dataset are shown in the figure. https://www.simplilearn.com/ice9/free_resources_article_thumb/polynomial-kernel-machine-learning.JPG Polynomial Kernel with Kernel Trick Let us look at the image below and understand Kernel Trick in detail. https://www.simplilearn.com/ice9/free_resources_article_thumb/polynomial-kernel-with-kernel-trick.JPG For large dimensional datasets, adding too many polynomial features can slow down the model. You can apply a kernel trick with the effect of polynomial features without actually adding them. The code is shown (SVC class) below trains an SVM classifier using a 3rd-degree polynomial kernel but with a kernel trick. https://www.simplilearn.com/ice9/free_resources_article_thumb/polynomial-kernel-equation-machine-learning.JPG The hyperparameter coefθ controls the influence of high-degree polynomials. Kernel SVM Let us understand in detail about Kernel SVM. Kernel SVMs are used for classification of nonlinear data. In the chart, nonlinear data is projected into a higher dimensional space via a mapping function where it becomes linearly separable. https://www.simplilearn.com/ice9/free_resources_article_thumb/kernel-svm-machine-learning.JPG In the higher dimension, a linear separating hyperplane can be derived and used for classification. A reverse projection of the higher dimension back to original feature space takes it back to nonlinear shape. As mentioned previously, SVMs can be kernelized to solve nonlinear classification problems. You can create a sample dataset for XOR gate (nonlinear problem) from NumPy. 100 samples will be assigned the class sample 1, and 100 samples will be assigned the class label -1. https://www.simplilearn.com/ice9/free_resources_article_thumb/kernel-svm-graph-machine-learning.JPG As you can see, this data is not linearly separable. https://www.simplilearn.com/ice9/free_resources_article_thumb/kernel-svm-non-separable.JPG You now use the kernel trick to classify XOR dataset created earlier. https://www.simplilearn.com/ice9/free_resources_article_thumb/kernel-svm-xor-machine-learning.JPG Naïve Bayes Classifier What is Naive Bayes Classifier? Have you ever wondered how your mail provider implements spam filtering or how online news channels perform news text classification or even how companies perform sentiment analysis of their audience on social media? All of this and more are done through a machine learning algorithm called Naive Bayes Classifier. Naive Bayes Named after Thomas Bayes from the 1700s who first coined this in the Western literature. Naive Bayes classifier works on the principle of conditional probability as given by the Bayes theorem. Advantages of Naive Bayes Classifier Listed below are six benefits of Naive Bayes Classifier. Very simple and easy to implement Needs less training data Handles both continuous and discrete data Highly scalable with the number of predictors and data points As it is fast, it can be used in real-time predictions Not sensitive to irrelevant features Bayes Theorem We will understand Bayes Theorem in detail from the points mentioned below. According to the Bayes model, the conditional probability P(Y|X) can be calculated as: P(Y|X) = P(X|Y)P(Y) / P(X) This means you have to estimate a very large number of P(X|Y) probabilities for a relatively small vector space X. For example, for a Boolean Y and 30 possible Boolean attributes in the X vector, you will have to estimate 3 billion probabilities P(X|Y). To make it practical, a Naïve Bayes classifier is used, which assumes conditional independence of P(X) to each other, with a given value of Y. This reduces the number of probability estimates to 2*30=60 in the above example. Naïve Bayes Classifier for SMS Spam Detection Consider a labeled SMS database having 5574 messages. It has messages as given below: https://www.simplilearn.com/ice9/free_resources_article_thumb/naive-bayes-spam-machine-learning.JPG Each message is marked as spam or ham in the data set. Let’s train a model with Naïve Bayes algorithm to detect spam from ham. The message lengths and their frequency (in the training dataset) are as shown below: https://www.simplilearn.com/ice9/free_resources_article_thumb/naive-bayes-spam-spam-detection.JPG Analyze the logic you use to train an algorithm to detect spam: Split each message into individual words/tokens (bag of words). Lemmatize the data (each word takes its base form, like “walking” or “walked” is replaced with “walk”). Convert data to vectors using scikit-learn module CountVectorizer. Run TFIDF to remove common words like “is,” “are,” “and.” Now apply scikit-learn module for Naïve Bayes MultinomialNB to get the Spam Detector. This spam detector can then be used to classify a random new message as spam or ham. Next, the accuracy of the spam detector is checked using the Confusion Matrix. For the SMS spam example above, the confusion matrix is shown on the right. Accuracy Rate = Correct / Total = (4827 + 592)/5574 = 97.21% Error Rate = Wrong / Total = (155 + 0)/5574 = 2.78% https://www.simplilearn.com/ice9/free_resources_article_thumb/confusion-matrix-machine-learning.JPG Although confusion Matrix is useful, some more precise metrics are provided by Precision and Recall. https://www.simplilearn.com/ice9/free_resources_article_thumb/precision-recall-matrix-machine-learning.JPG Precision refers to the accuracy of positive predictions. https://www.simplilearn.com/ice9/free_resources_article_thumb/precision-formula-machine-learning.JPG Recall refers to the ratio of positive instances that are correctly detected by the classifier (also known as True positive rate or TPR). https://www.simplilearn.com/ice9/free_resources_article_thumb/recall-formula-machine-learning.JPG Precision/Recall Trade-off To detect age-appropriate videos for kids, you need high precision (low recall) to ensure that only safe videos make the cut (even though a few safe videos may be left out). The high recall is needed (low precision is acceptable) in-store surveillance to catch shoplifters; a few false alarms are acceptable, but all shoplifters must be caught. Learn about Naive Bayes in detail. Click here! Decision Tree Classifier Some aspects of the Decision Tree Classifier mentioned below are. Decision Trees (DT) can be used both for classification and regression. The advantage of decision trees is that they require very little data preparation. They do not require feature scaling or centering at all. They are also the fundamental components of Random Forests, one of the most powerful ML algorithms. Unlike Random Forests and Neural Networks (which do black-box modeling), Decision Trees are white box models, which means that inner workings of these models are clearly understood. In the case of classification, the data is segregated based on a series of questions. Any new data point is assigned to the selected leaf node. https://www.simplilearn.com/ice9/free_resources_article_thumb/decision-tree-classifier-machine-learning.JPG Start at the tree root and split the data on the feature using the decision algorithm, resulting in the largest information gain (IG). This splitting procedure is then repeated in an iterative process at each child node until the leaves are pure. This means that the samples at each node belonging to the same class. In practice, you can set a limit on the depth of the tree to prevent overfitting. The purity is compromised here as the final leaves may still have some impurity. The figure shows the classification of the Iris dataset. https://www.simplilearn.com/ice9/free_resources_article_thumb/decision-tree-classifier-graph.JPG IRIS Decision Tree Let’s build a Decision Tree using scikit-learn for the Iris flower dataset and also visualize it using export_graphviz API. https://www.simplilearn.com/ice9/free_resources_article_thumb/iris-decision-tree-machine-learning.JPG The output of export_graphviz can be converted into png format: https://www.simplilearn.com/ice9/free_resources_article_thumb/iris-decision-tree-output.JPG Sample attribute stands for the number of training instances the node applies to. Value attribute stands for the number of training instances of each class the node applies to. Gini impurity measures the node’s impurity. A node is “pure” (gini=0) if all training instances it applies to belong to the same class. https://www.simplilearn.com/ice9/free_resources_article_thumb/impurity-formula-machine-learning.JPG For example, for Versicolor (green color node), the Gini is 1-(0/54)2 -(49/54)2 -(5/54) 2 ≈ 0.168 https://www.simplilearn.com/ice9/free_resources_article_thumb/iris-decision-tree-sample.JPG Decision Boundaries Let us learn to create decision boundaries below. For the first node (depth 0), the solid line splits the data (Iris-Setosa on left). Gini is 0 for Setosa node, so no further split is possible. The second node (depth 1) splits the data into Versicolor and Virginica. If max_depth were set as 3, a third split would happen (vertical dotted line). https://www.simplilearn.com/ice9/free_resources_article_thumb/decision-tree-boundaries.JPG For a sample with petal length 5 cm and petal width 1.5 cm, the tree traverses to depth 2 left node, so the probability predictions for this sample are 0% for Iris-Setosa (0/54), 90.7% for Iris-Versicolor (49/54), and 9.3% for Iris-Virginica (5/54) CART Training Algorithm Scikit-learn uses Classification and Regression Trees (CART) algorithm to train Decision Trees. CART algorithm: Split the data into two subsets using a single feature k and threshold tk (example, petal length < “2.45 cm”). This is done recursively for each node. k and tk are chosen such that they produce the purest subsets (weighted by their size). The objective is to minimize the cost function as given below: https://www.simplilearn.com/ice9/free_resources_article_thumb/cart-training-algorithm-machine-learning.JPG The algorithm stops executing if one of the following situations occurs: max_depth is reached No further splits are found for each node Other hyperparameters may be used to stop the tree: min_samples_split min_samples_leaf min_weight_fraction_leaf max_leaf_nodes Gini Impurity or Entropy Entropy is one more measure of impurity and can be used in place of Gini. https://www.simplilearn.com/ice9/free_resources_article_thumb/gini-impurity-entrophy.JPG It is a degree of uncertainty, and Information Gain is the reduction that occurs in entropy as one traverses down the tree. Entropy is zero for a DT node when the node contains instances of only one class. Entropy for depth 2 left node in the example given above is: https://www.simplilearn.com/ice9/free_resources_article_thumb/entrophy-for-depth-2.JPG Gini and Entropy both lead to similar trees. DT: Regularization The following figure shows two decision trees on the moons dataset. https://www.simplilearn.com/ice9/free_resources_article_thumb/dt-regularization-machine-learning.JPG The decision tree on the right is restricted by min_samples_leaf = 4. The model on the left is overfitting, while the model on the right generalizes better. Random Forest Classifier Let us have an understanding of Random Forest Classifier below. A random forest can be considered an ensemble of decision trees (Ensemble learning). Random Forest algorithm: Draw a random bootstrap sample of size n (randomly choose n samples from the training set). Grow a decision tree from the bootstrap sample. At each node, randomly select d features. Split the node using the feature that provides the best split according to the objective function, for instance by maximizing the information gain. Repeat the steps 1 to 2 k times. (k is the number of trees you want to create, using a subset of samples) Aggregate the prediction by each tree for a new data point to assign the class label by majority vote (pick the group selected by the most number of trees and assign new data point to that group). Random Forests are opaque, which means it is difficult to visualize their inner workings. https://www.simplilearn.com/ice9/free_resources_article_thumb/random-forest-classifier-graph.JPG However, the advantages outweigh their limitations since you do not have to worry about hyperparameters except k, which stands for the number of decision trees to be created from a subset of samples. RF is quite robust to noise from the individual decision trees. Hence, you need not prune individual decision trees. The larger the number of decision trees, the more accurate the Random Forest prediction is. (This, however, comes with higher computation cost). Key Takeaways Let us quickly run through what we have learned so far in this Classification tutorial. Classification algorithms are supervised learning methods to split data into classes. They can work on Linear Data as well as Nonlinear Data. Logistic Regression can classify data based on weighted parameters and sigmoid conversion to calculate the probability of classes. K-nearest Neighbors (KNN) algorithm uses similar features to classify data. Support Vector Machines (SVMs) classify data by detecting the maximum margin hyperplane between data classes. Naïve Bayes, a simplified Bayes Model, can help classify data using conditional probability models. Decision Trees are powerful classifiers and use tree splitting logic until pure or somewhat pure leaf node classes are attained. Random Forests apply Ensemble Learning to Decision Trees for more accurate classification predictions. Conclusion This completes ‘Classification’ tutorial. In the next tutorial, we will learn 'Unsupervised Learning with Clustering.'
klonnet23 / Helloy Word{ "releases": { "2.0.4": [ "[Fixed] Refresh for Enterprise repositories did not handle API error querying branches - #7713", "[Fixed] Missing \"Discard all changes\" context menu in Changes header - #7696", "[Fixed] \"Select all\" keyboard shortcut not firing on Windows - #7759" ], "2.0.4-beta1": [ "[Fixed] Refresh for Enterprise repositories did not handle API error querying branches - #7713", "[Fixed] Missing \"Discard all changes\" context menu in Changes header - #7696", "[Fixed] \"Select all\" keyboard shortcut not firing on Windows - #7759" ], "2.0.4-beta0": [ "[Added] Extend crash reports with more information about application state for troubleshooting - #7693", "[Fixed] Crash when attempting to update pull requests with partially updated repository information - #7688", "[Fixed] Crash when loading repositories after signing in through the welcome flow - #7699" ], "2.0.3": [ "[Fixed] Crash when loading repositories after signing in through the welcome flow - #7699" ], "2.0.2": [ "[Added] Extend crash reports with more information about application state for troubleshooting - #7693" ], "2.0.1": [ "[Fixed] Crash when attempting to update pull requests with partially updated repository information - #7688" ], "2.0.0": [ "[New] You can now choose to bring your changes with you to a new branch or stash them on the current branch when switching branches - #6107", "[New] Rebase your current branch onto another branch using a guided flow - #5953", "[New] Repositories grouped by owner, and recent repositories listed at top - #6923 #7132", "[New] Suggested next steps now includes suggestion to create a pull request after publishing a branch - #7505", "[Added] .resx syntax highlighting - #7235. 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Thanks @msftrncs!", "[Fixed] Emoji rendering in app when account name has special characters - #6909", "[Fixed] Files staged outside Desktop for deletion are incorrectly marked as modified after committing - #4133", "[Fixed] Horizontal scroll bar appears unnecessarily when switching branches - #7212", "[Fixed] Icon accessibility labels fail when multiple icons are visible at the same time - #7174", "[Fixed] Incorrectly encoding URLs affects issue filtering - #7506", "[Fixed] License templates do not end with newline character - #6999", "[Fixed] Conflicts banners do not hide after aborting operation outside Desktop - #7046", "[Fixed] Missing tooltips for change indicators in the sidebar - #7174", "[Fixed] Mistaken classification of all crashes being related to launch - #7126", "[Fixed] Unable to switch keyboard layout and retain keyboard focus while using commit form - #6366. Thanks @AndreiMaga!", "[Fixed] Prevent console errors due to underlying component unmounts - #6970", "[Fixed] Menus disabled by activity in inactive repositories - #6313", "[Fixed] Race condition with Git remote lookup may cause push to incorrect remote - #6986", "[Fixed] Restore GitHub Desktop to main screen if external monitor removed - #7418 #2107. Thanks @say25!", "[Fixed] Tab Bar focus ring outlines clip into other elements - #5802. Thanks @Daniel-McCarthy!", "[Improved] \"Automatically Switch Theme\" on macOS checks theme on launch - #7116. Thanks @say25!", "[Improved] \"Add\" button in repository list should always be visible - #6646", "[Improved] Pull Requests list loads and updates pull requests from GitHub more quickly - #7501 #7163", "[Improved] Indicator hidden in Pull Requests list when there are no open pull requests - #7258", "[Improved] Manually refresh pull requests instead of having to wait for a fetch - #7027", "[Improved] Accessibility attributes for dialog - #6496. Thanks @HirdayGupta!", "[Improved] Alignment of icons in repository list - #7133", "[Improved] Command line interface warning when using \"github open\" with a remote URL - #7452. Thanks @msztech!", "[Improved] Error message when unable to publish private repository to an organization - #7472", "[Improved] Initiate cloning by pressing \"Enter\" when a repository is selected - #6570. Thanks @Daniel-McCarthy!", "[Improved] Lowercase pronoun in \"Revert this commit\" menu item - #7534", "[Improved] Styles for manual resolution button in \"Resolve Conflicts\" dialog - #7302", "[Improved] Onboarding language for blank slate components - #6638. Thanks @jamesgeorge007!", "[Improved] Explanation for manually conflicted text files in diff viewer - #7611", "[Improved] Visual progress on \"Remove Repository\" and \"Discard Changes\" dialogs - #7015. Thanks @HashimotoYT!", "[Improved] Menu items now aware of force push state and preference to confirm repository removal - #4976 #7138", "[Removed] Branch and pull request filter text persistence - #7437", "[Removed] \"Discard all changes\" context menu item from Changes list - #7394. Thanks @ahuth!" ], "1.7.1-beta1": [ "[Fixed] Tab Bar focus ring outlines clip into other elements - #5802. 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Thanks @msztech!", "[Improved] Lowercase pronoun in \"Revert this commit\" menu item - #7534", "[Improved] \"Pull Requests\" list reflects pull requests from GitHub more quickly - #7501", "[Removed] Branch and pull request filter text persistence - #7437" ], "1.7.0-beta7": [ "[Improved] Error message when unable to publish private repository to an organization - #7472", "[Improved] \"Stashed changes\" button accessibility improvements - #7274", "[Improved] Performance improvements for bringing changes to another branch - #7471", "[Improved] Performance improvements for detecting conflicts from a restored stash - #7476" ], "1.7.0-beta6": [ "[Fixed] Stash viewer does not disable restore button when changes present - #7409", "[Fixed] Stash viewer does not center \"no content\" text - #7299", "[Fixed] Stash viewer pane width not remembered between sessions - #7416", "[Fixed] \"Esc\" key does not close Repository or Branch list - #7177. Thanks @roottool!", "[Fixed] Stash not cleaned up when it conflicts with working directory contents - #7383", "[Improved] Branch names remain accurate in dialog when stashing and switching branches - #7402", "[Improved] Moved \"Discard all changes\" to Branch menu to prevent unintentionally discarding all changes - #7394. Thanks @ahuth!", "[Improved] UI responsiveness when using keyboard to choose branch in rebase flow - #7407" ], "1.7.0-beta5": [ "[Fixed] Handle warnings if stash creation encounters file permission issue - #7351", "[Fixed] Add \"View stash entry\" action to suggested next steps - #7353", "[Fixed] Handle and recover from failed rebase flow starts - #7223", "[Fixed] Reverse button order when viewing a stash on macOS - #7273", "[Fixed] Prevent console errors due to underlying component unmounts - #6970", "[Fixed] Rebase success banner always includes base branch name - #7220", "[Improved] Added explanatory text for \"Restore\" button for stashes - #7303", "[Improved] Ask for confirmation before discarding stash - #7348", "[Improved] Order stashed changes files alphabetically - #7327", "[Improved] Clarify \"Overwrite Stash Confirmation\" dialog text - #7361", "[Improved] Message shown in rebase setup when target branch is already rebased - #7343", "[Improved] Update stashing prompt verbiage - #7393.", "[Improved] Update \"Start Rebase\" dialog verbiage - #7391", "[Improved] Changes list now reflects what will be committed when handling rebase conflicts - #7006" ], "1.7.0-beta4": [ "[Fixed] Manual conflict resolution choice not updated when resolving rebase conflicts - #7255", "[Fixed] Menu items don't display the expected verbiage for force push and removing a repository - #4976 #7138" ], "1.7.0-beta3": [ "[New] Users can choose to bring changes with them to a new branch or stash them on the current branch when switching branches - #6107", "[Added] GitHub Desktop keyboard shortcuts available in Help menu - #7184", "[Added] .resx file extension highlighting support - #7235. Thanks @say25!", "[Fixed] Attempting to revert commits not on current branch results in an error - #6300. Thanks @msftrncs!", "[Improved] Warn users before rebase if operation will require a force push after rebase complete - #6963", "[Improved] Do not show the number of pull requests when there are no open pull requests - #7258", "[Improved] Accessibility attributes for dialog - #6496. Thanks @HirdayGupta!", "[Improved] Initiate cloning by pressing \"Enter\" when a repository is selected - #6570. Thanks @Daniel-McCarthy!", "[Improved] Manual Conflicts button styling - #7302", "[Improved] \"Add\" button in repository list should always be visible - #6646" ], "1.7.0-beta2": [ "[New] Rebase your current branch onto another branch using a guided flow - #5953", "[Fixed] Horizontal scroll bar appears unnecessarily when switching branches - #7212", "[Fixed] License templates do not end with newline character - #6999", "[Fixed] Merge/Rebase conflicts banners do not clear when aborting the operation outside Desktop - #7046", "[Fixed] Missing tooltips for change indicators in the sidebar - #7174", "[Fixed] Icon accessibility labels fail when multiple icons are visible at the same time - #7174", "[Improved] Pull requests load faster and PR build status updates automatically - #7163" ], "1.7.0-beta1": [ "[New] Recently opened repositories appear at the top of the repository list - #7132", "[Fixed] Error when selecting diff text while diff is updating - #7131", "[Fixed] Crash when unable to create log file on disk - #7096", "[Fixed] Race condition with remote lookup could cause push to go to incorrect remote - #6986", "[Fixed] Mistaken classification of all crashes being related to launch - #7126", "[Fixed] Prevent menus from being disabled by activity in inactive repositories - #6313", "[Fixed] \"Automatically Switch Theme\" on macOS does not check theme on launch - #7116. Thanks @say25!", "[Fixed] Clicking \"Undo\" doesn't repopulate summary in commit form - #6390. Thanks @humphd!", "[Fixed] Emoji rendering in app broken when account name has special characters - #6909", "[Fixed] Files staged outside Desktop for deletion are incorrectly marked as modified after committing - #4133", "[Improved] Visual feedback on \"Remove Repository\" and \"Discard Changes\" dialogs to show progress - #7015. Thanks @HashimotoYT!", "[Improved] Onboarding language for blank slate components - #6638. Thanks @jamesgeorge007!", "[Improved] Manually refresh pull requests instead of having to wait for a fetch - #7027" ], "1.6.6": [ "[Fixed] Clicking \"Undo\" doesn't repopulate summary in commit form - #6390. Thanks @humphd!", "[Fixed] Handle error when unable to create log file for app - #7096", "[Fixed] Crash when selecting text while the underlying diff changes - #7131" ], "1.6.6-test1": [ "[Fixed] Clicking \"Undo\" doesn't repopulate summary in commit form - #6390. Thanks @humphd!", "[Fixed] Handle error when unable to create log file for app - #7096", "[Fixed] Crash when selecting text while the underlying diff changes - #7131" ], "1.6.5": [ "[Fixed] Publish Repository does not let you publish to an organization on your Enterprise account - #7052" ], "1.6.5-beta2": [ "[Fixed] Publish Repository does not let you choose an organization on your Enterprise account - #7052" ], "1.6.5-beta1": [ "[Fixed] Publish Repository does not let you choose an organization on your Enterprise account - #7052" ], "1.6.4": [ "[Fixed] Embedded Git not working for core.longpath usage in some environments - #7028", "[Fixed] \"Recover missing repository\" can get stuck in a loop - #7038" ], "1.6.4-beta1": [ "[Fixed] Embedded Git not working for core.longpath usage in some environments - #7028", "[Fixed] \"Recover missing repository\" can get stuck in a loop - #7038" ], "1.6.4-beta0": [ "[Removed] Option to discard when files would be overwritten by a checkout - #7016" ], "1.6.3": [ "[New] Display \"pull with rebase\" if a user has set this option in their Git config - #6553 #3422", "[Fixed] Context menu does not open when right clicking on the edges of files in Changes list - #6296. Thanks @JQuinnie!", "[Fixed] Display question mark in image when no commit selected in dark theme - #6915. Thanks @say25!", "[Fixed] No left padding for :emoji:/@user/#issue autocomplete forms. - #6895. Thanks @murrelljenna!", "[Fixed] Reinstate missing image and update illustration in dark theme when no local changes exist - #6894", "[Fixed] Resizing the diff area preserves text selection range - #2677", "[Fixed] Text selection in wrapped diff lines now allows selection of individual lines - #1551", "[Improved] Add option to fetch when a user needs to pull changes from the remote before pushing - #2738 #5451", "[Improved] Enable Git protocol v2 for fetch/push/pull operations - #6142", "[Improved] Moving mouse pointer outside visible diff while selecting a range of lines in a partial commit now automatically scrolls the diff - #658", "[Improved] Sign in form validates both username and password - #6952. Thanks @say25!", "[Improved] Update GitHub logo in \"About\" dialog - #5619. Thanks @HashimotoYT!" ], "1.6.3-beta4": [ "[Improved] Update GitHub logo in \"About\" dialog - #5619. Thanks @HashimotoYT!", "[Improved] Sign in form validates both username and password - #6952. Thanks @say25!" ], "1.6.3-beta3": [ "[New] Display \"pull with rebase\" if a user has set this option in their Git config - #6553 #3422", "[Added] Provide option to discard when files would be overwritten by a checkout - #6755. Thanks @mathieudutour!", "[Fixed] No left padding for :emoji:/@user/#issue autocomplete forms. - #6895. Thanks @murrelljenna!", "[Fixed] Reinstate missing image and fix illustration to work in the dark theme when there are no local changes - #6894", "[Fixed] Display question mark image when there is no commit selected in dark theme - #6915. Thanks @say25!", "[Improved] Group and filter repositories by owner - #6923", "[Improved] Add option to fetch when a user needs to pull changes from the remote before pushing - #2738 #5451" ], "1.6.3-beta2": [ "[Fixed] Text selection in wrapped diff lines now allows selection of individual lines - #1551", "[Fixed] Resizing the diff area preserves text selection range - #2677", "[Improved] Moving the mouse pointer outside of the visible diff while selecting a range of lines in a partial commit will now automatically scroll the diff - #658" ], "1.6.3-beta1": [ "[New] Branches that have been merged and deleted on GitHub.com will now be pruned after two weeks - #750", "[Fixed] Context menu doesn't open when right clicking on the edges of files in Changes list - #6296. Thanks @JQuinnie!", "[Improved] Enable Git protocol v2 for fetch/push/pull operations - #6142", "[Improved] Upgrade to Electron v3 - #6391" ], "1.6.2": [ "[Added] Allow users to also resolve manual conflicts when resolving merge conflicts - #6062", "[Added] Automatic switching between Dark and Light modes on macOS - #5037. Thanks @say25!", "[Added] Crystal and Julia syntax highlighting - #6710. Thanks @KennethSweezy!", "[Added] Lua and Fortran syntax highlighting - #6700. Thanks @SimpleBinary!", "[Fixed] Abbreviated commits are not long enough for large repositories - #6662. Thanks @say25!", "[Fixed] App menu bar visible on hover on Windows when in \"Let’s get started\" mode - #6669", "[Fixed] Fix pointy corners on commit message text area - #6635. Thanks @lisavogtsf!", "[Fixed] Inconsistent \"Reveal in …\" labels for context menus - #6466. Thanks @say25!", "[Fixed] Merge conflict conflict did not ask user to resolve some binary files - #6693", "[Fixed] Prevent concurrent fetches between user and status indicator checks - #6121 #5438 #5328", "[Fixed] Remember scroll positions in History and Changes lists - #5177 #5059. Thanks @Daniel-McCarthy!", "[Improved] Guided merge conflict resolution only commits changes relevant to the merge - #6349", "[Improved] Use higher contrast color for links in \"Merge Conflicts\" dialog - #6758", "[Improved] Add link to all release notes in Release Notes dialog - #6443. Thanks @koralcem!", "[Improved] Arrow for renamed/copied changes when viewing commit - #6519. Thanks @koralcem!", "[Improved] Updated verbiage for ignoring the files - #6689. Thanks @PaulViola!" ], "1.6.2-beta3": [ "[Improved] Guided merge conflict resolution only commits changes relevant to the merge - #6349" ], "1.6.2-beta2": [ "[Added] Allow users to also resolve manual conflicts when resolving merge conflicts - #6062", "[Added] Crystal and Julia syntax highlighting - #6710. Thanks @KennethSweezy!", "[Fixed] Fix pointy corners on commit message text area - #6635. Thanks @lisavogtsf!", "[Fixed] Use higher contrast color for links in \"Merge Conflicts\" dialog - #6758" ], "1.6.2-beta1": [ "[Added] Automatic switching between Dark and Light modes on macOS - #5037. Thanks @say25!", "[Added] Lua and Fortran syntax highlighting - #6700. Thanks @SimpleBinary!", "[Fixed] Abbreviated commits are not long enough for large repositories - #6662. Thanks @say25!", "[Fixed] App menu bar visible on hover on Windows when in \"Let’s get started\" mode - #6669", "[Fixed] Remember scroll positions in History and Changes lists - #5177 #5059. Thanks @Daniel-McCarthy!", "[Fixed] Inconsistent \"Reveal in …\" labels for context menus - #6466. Thanks @say25!", "[Fixed] Prevent concurrent fetches between user and status indicator checks - #6121 #5438 #5328", "[Fixed] Merge conflict conflict did not ask user to resolve some binary files - #6693", "[Improved] Add link to all release notes in Release Notes dialog - #6443. Thanks @koralcem!", "[Improved] Arrow for renamed/copied changes when viewing commit - #6519. Thanks @koralcem!", "[Improved] Menu state updating to address race condition - #6643", "[Improved] Updated verbiage when clicking on changed files to make it more explicit what will occur when you ignore the file(s) - #6689. Thanks @PaulViola!" ], "1.6.2-beta0": [ "[Fixed] Don't show \"No local changes\" view when switching between changed files" ], "1.6.1": [ "[Fixed] Don't show \"No local changes\" view when switching between changed files" ], "1.6.0": [ "[New] Help users add their first repo during onboarding - #6474", "[New] \"No local changes\" view helpfully suggests next actions for you to take - #6445", "[Added] Support JetBrains Webstorm as an external editor - #6077. Thanks @KennethSweezy!", "[Added] Add Visual Basic syntax highlighting - #6461. Thanks @SimpleBinary!", "[Fixed] Automatically locate a missing repository when it cannot be found - #6228. Thanks @msftrncs!", "[Fixed] Don't include untracked files in merge commit - #6411", "[Fixed] Don't show \"Still Conflicted Warning\" when all conflicts are resolved - #6451", "[Fixed] Only execute menu action a single time upon hitting Enter - #5344", "[Fixed] Show autocompletion of GitHub handles and issues properly in commit description field - #6459", "[Improved] Repository list when no repositories found - #5566 #6474", "[Improved] Image diff menu no longer covered by large images - #6520. Thanks @06b!", "[Improved] Enable additional actions during a merge conflict - #6385", "[Improved] Increase contrast on input placeholder color in dark mode - #6556", "[Improved] Don't show merge success banner when attempted merge doesn't complete - #6282", "[Improved] Capitalize menu items appropriately on macOS - #6469" ], "1.6.0-beta3": [ "[Fixed] Autocomplete selection does not overflow text area - #6459", "[Fixed] No local changes views incorrectly rendering ampersands - #6596", "[Improved] Capitalization of menu items on macOS - #6469" ], "1.6.0-beta2": [ "[New] \"No local changes\" view makes it easy to find and accomplish common actions - #6445", "[Fixed] Automatically locate a missing repository when it cannot be found - #6228. Thanks @msftrncs!", "[Improved] Enable additional actions during a merge conflict - #6385", "[Improved] Increase contrast on input placeholder color in dark mode - #6556", "[Improved] Merge success banner no longer shown when attempted merge doesn't complete - #6282" ], "1.6.0-beta1": [ "[New] Help users add their first repo during onboarding - #6474", "[Added] Include ability for users to add new repositories when there are none available - #5566 #6474", "[Added] Support JetBrains Webstorm as an external editor - #6077. Thanks @KennethSweezy!", "[Added] Add Visual Basic syntax highlighting - #6461. Thanks @SimpleBinary!", "[Fixed] Don't include untracked files in merge commit - #6411", "[Fixed] Don't show \"Still Conflicted Warning\" when all conflicts are resolved - #6451", "[Fixed] Enter when using keyboard to navigate app menu executed menu action twice - #5344", "[Improved] Image diff menu no longer covered by large images - #6520. Thanks @06b!" ], "1.5.2-beta0": [], "1.5.1": [ "[Added] Provide keyboard shortcut for getting to commit summary field - #1719. Thanks @bruncun!", "[Added] Add hover states on list items and tabs - #6310", "[Added] Add Dockerfile syntax highlighting - #4533. Thanks @say25!", "[Added] Support Visual SlickEdit as an external editor - #6029. Thanks @texasaggie97!", "[Fixed] Allow repositories to be cloned to empty folders - #5857. Thanks @Daniel-McCarthy!", "[Fixed] Prevent creating branch with detached HEAD from reverting to default branch - #6085", "[Fixed] Fix \"Open In External Editor\" for Atom/VS Code on Windows when paths contain spaces - #6181. Thanks @msftrncs!", "[Fixed] Persist Branch List and Pull Request List filter text - #6002. Thanks @Daniel-McCarthy!", "[Fixed] Retain renamed branches position in recent branches list - #6155. Thanks @gnehcc!", "[Fixed] Prevent avatar duplication when user is co-author and committer - #6135. Thanks @bblarney!", "[Fixed] Provide keyboard selection for the \"Clone a Repository\" dialog - #3596. Thanks @a-golovanov!", "[Fixed] Close License & Open Source Notices dialog upon pressing \"Enter\" in dialog - #6137. Thanks @bblarney!", "[Fixed] Dismiss \"Merge into Branch\" dialog with escape key - #6154. Thanks @altaf933!", "[Fixed] Focus branch selector when comparing to branch from menu - #5600", "[Fixed] Reverse fold/unfold icons for expand/collapse commit summary - #6196. Thanks @HazemAM!", "[Improved] Allow toggling between diff modes - #6231. Thanks @06b!", "[Improved] Show focus around full input field - #6234. Thanks @seokju-na!", "[Improved] Make lists scroll to bring selected items into view - #6279", "[Improved] Consistently order the options for adding a repository - #6396. Thanks @vilanz!", "[Improved] Clear merge conflicts banner after there are no more conflicted files - #6428" ], "1.5.1-beta6": [ "[Improved] Consistently order the options for adding a repository - #6396. Thanks @vilanz!", "[Improved] Clear merge conflicts banner after there are no more conflicted files - #6428" ], "1.5.1-beta5": [ "[Improved] Commit conflicted files warning - #6381", "[Improved] Dismissable merge conflict dialog and associated banner - #6379 #6380", "[Fixed] Fix feature flag for readme overwrite warning so that it shows on beta - #6412" ], "1.5.1-beta4": [ "[Improved] Display warning if existing readme file will be overwritten - #6338. Thanks @Daniel-McCarthy!", "[Improved] Add check for attempts to commit >100 MB files without Git LFS - #997. Thanks @Daniel-McCarthy!", "[Improved] Merge conflicts dialog visual updates - #6377" ], "1.5.1-beta3": [ "[Improved] Maintains state on tabs for different methods of cloning repositories - #5937" ], "1.5.1-beta2": [ "[Improved] Clarified internal documentation - #6348. Thanks @bblarney!" ], "1.5.1-beta1": [ "[Added] Provide keyboard shortcut for getting to commit summary field - #1719. Thanks @bruncun!", "[Added] Add hover states on list items and tabs - #6310", "[Added] Add Dockerfile syntax highlighting - #4533. Thanks @say25!", "[Added] Support Visual SlickEdit as an external editor - #6029. Thanks @texasaggie97!", "[Improved] Allow toggling between diff modes - #6231. Thanks @06b!", "[Improved] Show focus around full input field - #6234. Thanks @seokju-na!", "[Improved] Make lists scroll to bring selected items into view - #6279", "[Fixed] Allow repositories to be cloned to empty folders - #5857. Thanks @Daniel-McCarthy!", "[Fixed] Prevent creating branch with detached HEAD from reverting to default branch - #6085", "[Fixed] Fix 'Open In External Editor' for Atom/VS Code on Windows when paths contain spaces - #6181. Thanks @msftrncs!", "[Fixed] Persist Branch List and Pull Request List filter text - #6002. Thanks @Daniel-McCarthy!", "[Fixed] Retain renamed branches position in recent branches list - #6155. Thanks @gnehcc!", "[Fixed] Prevent avatar duplication when user is co-author and committer - #6135. Thanks @bblarney!", "[Fixed] Provide keyboard selection for the ‘Clone a Repository’ dialog - #3596. Thanks @a-golovanov!", "[Fixed] Close License & Open Source Notices dialog upon pressing \"Enter\" in dialog - #6137. Thanks @bblarney!", "[Fixed] Dismiss \"Merge into Branch\" dialog with escape key - #6154. Thanks @altaf933!", "[Fixed] Focus branch selector when comparing to branch from menu - #5600", "[Fixed] Reverse fold/unfold icons for expand/collapse commit summary - #6196. Thanks @HazemAM!" ], "1.5.1-beta0": [], "1.5.0": [ "[New] Clone, create, or add repositories right from the repository dropdown - #5878", "[New] Drag-and-drop to add local repositories from macOS tray icon - #5048", "[Added] Resolve merge conflicts through a guided flow - #5400", "[Added] Allow merging branches directly from branch dropdown - #5929. Thanks @bruncun!", "[Added] Commit file list now has \"Copy File Path\" context menu action - #2944. Thanks @Amabel!", "[Added] Keyboard shortcut for \"Rename Branch\" menu item - #5964. Thanks @agisilaos!", "[Added] Notify users when a merge is successfully completed - #5851", "[Fixed] \"Compare on GitHub\" menu item enabled when no repository is selected - #6078", "[Fixed] Diff viewer blocks keyboard navigation using reverse tab order - #2794", "[Fixed] Launching Desktop from browser always asks to clone repository - #5913", "[Fixed] Publish dialog displayed on push when repository is already published - #5936", "[Improved] \"Publish Repository\" dialog handles emoji characters - #5980. Thanks @WaleedAshraf!", "[Improved] Avoid repository checks when no path is specified in \"Create Repository\" dialog - #5828. Thanks @JakeHL!", "[Improved] Clarify the direction of merging branches - #5930. Thanks @JQuinnie!", "[Improved] Default commit summary more explanatory and consistent with GitHub.com - #6017. Thanks @Daniel-McCarthy!", "[Improved] Display a more informative message on merge dialog when branch is up to date - #5890", "[Improved] Getting a repository's status only blocks other operations when absolutely necessary - #5952", "[Improved] Display current branch in header of merge dialog - #6027", "[Improved] Sanitize repository name before publishing to GitHub - #3090. Thanks @Daniel-McCarthy!", "[Improved] Show the branch name in \"Update From Default Branch\" menu item - #3018. Thanks @a-golovanov!", "[Improved] Update license and .gitignore templates for initializing a new repository - #6024. Thanks @say25!" ], "1.5.0-beta5": [], "1.5.0-beta4": [ "[Fixed] \"Compare on GitHub\" menu item enabled when no repository is selected - #6078", "[Fixed] Diff viewer blocks keyboard navigation using reverse tab order - #2794", "[Improved] \"Publish Repository\" dialog handles emoji characters - #5980. Thanks @WaleedAshraf!" ], "1.5.0-beta3": [], "1.5.0-beta2": [ "[Added] Resolve merge conflicts through a guided flow - #5400", "[Added] Notify users when a merge is successfully completed - #5851", "[Added] Allow merging branches directly from branch dropdown - #5929. Thanks @bruncun!", "[Improved] Merge dialog displays current branch in header - #6027", "[Improved] Clarify the direction of merging branches - #5930. Thanks @JQuinnie!", "[Improved] Show the branch name in \"Update From Default Branch\" menu item - #3018. Thanks @a-golovanov!", "[Improved] Default commit summary more explanatory and consistent with GitHub.com - #6017. Thanks @Daniel-McCarthy!", "[Improved] Updated license and .gitignore templates for initializing a new repository - #6024. Thanks @say25!" ], "1.5.0-beta1": [ "[New] Repository switcher has a convenient \"Add\" button to add other repositories - #5878", "[New] macOS tray icon now supports drag-and-drop to add local repositories - #5048", "[Added] Keyboard shortcut for \"Rename Branch\" menu item - #5964. Thanks @agisilaos!", "[Added] Commit file list now has \"Copy File Path\" context menu action - #2944. Thanks @Amabel!", "[Fixed] Launching Desktop from browser always asks to clone repository - #5913", "[Fixed] Publish dialog displayed on push when repository is already published - #5936", "[Improved] Sanitize repository name before publishing to GitHub - #3090. Thanks @Daniel-McCarthy!", "[Improved] Getting a repository's status only blocks other operations when absolutely necessary - #5952", "[Improved] Avoid repository checks when no path is specified in \"Create Repository\" dialog - #5828. Thanks @JakeHL!", "[Improved] Display a more informative message on merge dialog when branch is up to date - #5890" ], "1.4.4-beta0": [], "1.4.3": [ "[Added] Add \"Remove Repository\" keyboard shortcut - #5848. Thanks @say25!", "[Added] Add keyboard shortcut to delete a branch - #5018. Thanks @JakeHL!", "[Fixed] Emoji autocomplete not rendering in some situations - #5859", "[Fixed] Release notes text overflowing dialog box - #5854. Thanks @amarsiingh!", "[Improved] Support Python 3 in Desktop CLI on macOS - #5843. Thanks @munir131!", "[Improved] Avoid unnecessarily reloading commit history - #5470", "[Improved] Publish Branch dialog will publish commits when pressing Enter - #5777. Thanks @JKirkYuan!" ], "1.4.3-beta2": [ "[Added] Added keyboard shortcut to delete a branch - #5018. Thanks @JakeHL!", "[Fixed] Fix release notes text overflowing dialog box - #5854. Thanks @amarsiingh!", "[Improved] Avoid unnecessarily reloading commit history - #5470" ], "1.4.3-beta1": [ "[Added] Add \"Remove Repository\" keyboard shortcut - #5848. Thanks @say25!", "[Fixed] Fix emoji autocomplete not rendering in some situations - #5859", "[Fixed] Support Python 3 in Desktop CLI on macOS - #5843. Thanks @munir131!", "[Improved] Publish Branch dialog will publish commits when pressing Enter - #5777. Thanks @JKirkYuan!" ], "1.4.3-beta0": [], "1.4.2": [ "[New] Show resolved conflicts as resolved in Changes pane - #5609", "[Added] Add Terminator, MATE Terminal, and Terminology shells - #5753. Thanks @joaomlneto!", "[Fixed] Update embedded Git to version 2.19.1 for security vulnerability fix", "[Fixed] Always show commit history list when History tab is clicked - #5783. Thanks @JKirkYuan!", "[Fixed] Stop overriding the protocol of a detected GitHub repository - #5721", "[Fixed] Update sign in error message - #5766. Thanks @tiagodenoronha!", "[Fixed] Correct overflowing T&C and License Notices dialogs - #5756. Thanks @amarsiingh!", "[Improved] Add default commit message for single-file commits - #5240. Thanks @lean257!", "[Improved] Refresh commit list faster after reverting commit via UI - #5752", "[Improved] Add repository path to Remove repository dialog - #5805. Thanks @NickCraver!", "[Improved] Display whether user entered incorrect username or email address - #5775. Thanks @tiagodenoronha!", "[Improved] Update Discard Changes dialog text when discarding all changes - #5744. Thanks @Daniel-McCarthy!" ], "1.4.2-beta0": [], "1.4.1-test2": [ "Testing changes to how Desktop performs CI platform checks" ], "1.4.1-test1": [ "Testing changes to how Desktop performs CI platform checks" ], "1.4.1": [ "[Added] Support for opening repository in Cygwin terminal - #5654. Thanks @LordOfTheThunder!", "[Fixed] 'Compare to Branch' menu item not disabled when modal is open - #5673. Thanks @kanishk98!", "[Fixed] Co-author form does not show/hide for newly-added repository - #5490", "[Fixed] Desktop command line always suffixes `.git` to URL when starting a clone - #5529. Thanks @j-f1!", "[Fixed] Dialog styling issue for dark theme users on Windows - #5629. Thanks @cwongmath!", "[Fixed] No message shown when filter returns no results in Clone Repository view - #5637. Thanks @DanielHix!", "[Improved] Branch names cannot start with a '+' character - #5594. Thanks @Daniel-McCarthy!", "[Improved] Clone dialog re-runs filesystem check when re-focusing on Desktop - #5518. Thanks @Daniel-McCarthy!", "[Improved] Commit disabled when commit summary is only spaces - #5677. Thanks @Daniel-McCarthy!", "[Improved] Commit summary expander sometimes shown when not needed - #5700. Thanks @aryyya!", "[Improved] Error handling when looking for merge base of a missing ref - #5612", "[Improved] Warning if branch exists on remote when creating branch - #5141. Thanks @Daniel-McCarthy!" ], "1.4.1-beta1": [ "[Added] Support for opening repository in Cygwin terminal - #5654. Thanks @LordOfTheThunder!", "[Fixed] 'Compare to Branch' menu item not disabled when modal is open - #5673. Thanks @kanishk98!", "[Fixed] No message shown when filter returns no results in Clone Repository view - #5637. Thanks @DanielHix!", "[Fixed] Co-author form does not show/hide for newly-added repository - #5490", "[Fixed] Dialog styling issue for dark theme users on Windows - #5629. Thanks @cwongmath!", "[Fixed] Desktop command line always suffixes `.git` to URL when starting a clone - #5529. Thanks @j-f1!", "[Improved] Commit summary expander sometimes shown when not needed - #5700. Thanks @aryyya!", "[Improved] Commit disabled when commit summary is only spaces - #5677. Thanks @Daniel-McCarthy!", "[Improved] Error handling when looking for merge base of a missing ref - #5612", "[Improved] Clone dialog re-runs filesystem check when re-focusing on Desktop - #5518. Thanks @Daniel-McCarthy!", "[Improved] Branch names cannot start with a '+' character - #5594. Thanks @Daniel-McCarthy!", "[Improved] Warning if branch exists on remote when creating branch - #5141. Thanks @Daniel-McCarthy!" ], "1.4.1-beta0": [], "1.4.0": [ "[New] When an update is available for GitHub Desktop, release notes can be viewed in Desktop - #2774", "[New] Detect merge conflicts when comparing branches - #4588", "[Fixed] Avoid double checkout warning when opening a pull request in Desktop - #5375", "[Fixed] Error when publishing repository is now associated with the right tab - #5422. Thanks @Daniel-McCarthy!", "[Fixed] Disable affected menu items when on detached HEAD - #5500. Thanks @say25!", "[Fixed] Show border when commit description is expanded - #5506. Thanks @aryyya!", "[Fixed] GitLab URL which corresponds to GitHub repository of same name cloned GitHub repository - #4154", "[Fixed] Caret in co-author selector is hidden when dark theme enabled - #5589", "[Fixed] Authenticating to GitHub Enterprise fails when user has no emails defined - #5585", "[Improved] Avoid multiple lookups of default remote - #5399" ], "1.4.0-beta3": [ "[New] When an update is available for GitHub Desktop, the release notes can be viewed in Desktop - #2774", "[New] Detect merge conflicts when comparing branches - #4588", "[Fixed] Avoid double checkout warning when opening a pull request in Desktop - #5375", "[Fixed] Error when publishing repository is now associated with the right tab - #5422. Thanks @Daniel-McCarthy!", "[Fixed] Disable affected menu items when on detached HEAD - #5500. Thanks @say25!", "[Fixed] Show border when commit description is expanded - #5506. Thanks @aryyya!", "[Fixed] GitLab URL which corresponds to GitHub repository of same name cloned GitHub repository - #4154", "[Improved] Avoid multiple lookups of default remote - #5399", "[Improved] Skip optional locks when checking status of repository - #5376" ], "1.4.0-beta2": [ "[New] When an update is available for GitHub Desktop, the release notes can be viewed in Desktop - #2774", "[New] Detect merge conflicts when comparing branches - #4588", "[Fixed] Avoid double checkout warning when opening a pull request in Desktop - #5375", "[Fixed] Error when publishing repository is now associated with the right tab - #5422. Thanks @Daniel-McCarthy!", "[Fixed] Disable affected menu items when on detached HEAD - #5500. Thanks @say25!", "[Fixed] Show border when commit description is expanded - #5506. Thanks @aryyya!", "[Fixed] GitLab URL which corresponds to GitHub repository of same name cloned GitHub repository - #4154", "[Improved] Avoid multiple lookups of default remote - #5399", "[Improved] Skip optional locks when checking status of repository - #5376" ], "1.4.0-beta1": [ "[New] When an update is available for GitHub Desktop, the release notes can be viewed in Desktop - #2774", "[New] Detect merge conflicts when comparing branches - #4588", "[Fixed] Avoid double checkout warning when opening a pull request in Desktop - #5375", "[Fixed] Error when publishing repository is now associated with the right tab - #5422. Thanks @Daniel-McCarthy!", "[Fixed] Disable affected menu items when on detached HEAD - #5500. Thanks @say25!", "[Fixed] Show border when commit description is expanded - #5506. Thanks @aryyya!", "[Fixed] GitLab URL which corresponds to GitHub repository of same name cloned GitHub repository - #4154", "[Improved] Avoid multiple lookups of default remote - #5399", "[Improved] Skip optional locks when checking status of repository - #5376" ], "1.4.0-beta0": [], "1.3.5": [ "[Fixed] Disable delete button while deleting a branch - #5331", "[Fixed] History now avoids calling log.showSignature if set in config - #5466", "[Fixed] Start blocking the ability to add local bare repositories - #4293. Thanks @Daniel-McCarthy!", "[Fixed] Revert workaround for tooltip issue on Windows - #3362. Thanks @divayprakash!", "[Improved] Error message when publishing to missing organisation - #5380. Thanks @Daniel-McCarthy!", "[Improved] Don't hide commit details when commit description is expanded. - #5471. Thanks @aryyya!" ], "1.3.5-beta1": [ "[Fixed] Disable delete button while deleting a branch - #5331", "[Fixed] History now avoids calling log.showSignature if set in config - #5466", "[Fixed] Start blocking the ability to add local bare repositories - #4293. Thanks @Daniel-McCarthy!", "[Fixed] Revert workaround for tooltip issue on Windows - #3362. Thanks @divayprakash!", "[Improved] Error message when publishing to missing organisation - #5380. Thanks @Daniel-McCarthy!", "[Improved] Don't hide commit details when commit summary description is expanded. - #5471. Thanks @aryyya!" ], "1.3.5-beta0": [], "1.3.4": [ "[Improved] Cloning message uses remote repo name not file destination - #5413. Thanks @lisavogtsf!", "[Improved] Support VSCode user scope installation - #5281. Thanks @saschanaz!" ], "1.3.4-beta1": [ "[Improved] Cloning message uses remote repo name not file destination - #5413. Thanks @lisavogtsf!", "[Improved] Support VSCode user scope installation - #5281. Thanks @saschanaz!" ], "1.3.4-beta0": [], "1.3.3": [ "[Fixed] Maximize and restore app on Windows does not fill available space - #5033", "[Fixed] 'Clone repository' menu item label is obscured on Windows - #5348. Thanks @Daniel-McCarthy!", "[Fixed] User can toggle files when commit is in progress - #5341. Thanks @masungwon!", "[Improved] Repository indicator background work - #5317 #5326 #5363 #5241 #5320" ], "1.3.3-beta1": [ "[Fixed] Maximize and restore app on Windows does not fill available space - #5033", "[Fixed] 'Clone repository' menu item label is obscured on Windows - #5348. Thanks @Daniel-McCarthy!", "[Fixed] User can toggle files when commit is in progress - #5341. Thanks @masungwon!", "[Improved] Repository indicator background work - #5317 #5326 #5363 #5241 #5320" ], "1.3.3-test6": ["Testing infrastructure changes"], "1.3.3-test5": ["Testing the new CircleCI config changes"], "1.3.3-test4": ["Testing the new CircleCI config changes"], "1.3.3-test3": ["Testing the new CircleCI config changes"], "1.3.3-test2": ["Testing the new CircleCI config changes"], "1.3.3-test1": ["Testing the new CircleCI config changes"], "1.3.2": [ "[Fixed] Bugfix for background checks not being aware of missing repositories - #5282", "[Fixed] Check the local state of a repository before performing Git operations - #5289", "[Fixed] Switch to history view for default branch when deleting current branch during a compare - #5256", "[Fixed] Handle missing .git directory inside a tracked repository - #5291" ], "1.3.2-beta1": [ "[Fixed] Bugfix for background checks not being aware of missing repositories - #5282", "[Fixed] Check the local state of a repository before performing Git operations - #5289", "[Fixed] Switch to history view for default branch when deleting current branch during a compare - #5256", "[Fixed] Handle missing .git directory inside a tracked repository - #5291" ], "1.3.1": [ "[Fixed] Background Git operations on missing repositories are not handled as expected - #5282" ], "1.3.1-beta1": [ "[Fixed] Background Git operations on missing repositories are not handled as expected - #5282" ], "1.3.1-beta0": [ "[New] Notification displayed in History tab when the base branch moves ahead of the current branch - #4768", "[New] Repository list displays uncommitted changes indicator and ahead/behind information - #2259 #5095", "[Added] Option to move repository to trash when removing from app - #2108. Thanks @say25!", "[Added] Syntax highlighting for PowerShell files - #5081. Thanks @say25!", "[Fixed] \"Discard Changes\" context menu discards correct file when entry is not part of selected group - #4788", "[Fixed] Display local path of selected repository as tooltip - #4922. Thanks @yongdamsh!", "[Fixed] Display root directory name when repository is located at drive root - #4924", "[Fixed] Handle legacy macOS right click gesture - #4942", "[Fixed] History omits latest commit from list - #5243", "[Fixed] Markdown header elements hard to read in dark mode - #5133. Thanks @agisilaos!", "[Fixed] Only perform ahead/behind comparisons when branch selector is open - #5142", "[Fixed] Relax checks for merge commits for GitHub Enterprise repositories - #4329", "[Fixed] Render clickable link in \"squash and merge\" commit message - #5203. Thanks @1pete!", "[Fixed] Return key disabled when no matches found in Compare branch list - #4458", "[Fixed] Selected commit not remembered when switching between History and Changes tabs - #4985", "[Fixed] Selected commit when comparing is reset to latest when Desktop regains focus - #5069", "[Fixed] Support default branch detection for non-GitHub repositories - #4937", "[Improved] Change primary button color to blue for dark theme - #5074", "[Improved] Diff gutter elements should be considered button elements when interacting - #5158", "[Improved] Status parsing significantly more performant when handling thousands of changed files - #2449 #5186" ], "1.3.0": [ "[New] Notification displayed in History tab when the base branch moves ahead of the current branch - #4768", "[New] Repository list displays uncommitted changes indicator and ahead/behind information - #2259 #5095", "[Added] Option to move repository to trash when removing from app - #2108. Thanks @say25!", "[Added] Syntax highlighting for PowerShell files - #5081. Thanks @say25!", "[Fixed] \"Discard Changes\" context menu discards correct file when entry is not part of selected group - #4788", "[Fixed] Display local path of selected repository as tooltip - #4922. Thanks @yongdamsh!", "[Fixed] Display root directory name when repository is located at drive root - #4924", "[Fixed] Handle legacy macOS right click gesture - #4942", "[Fixed] History omits latest commit from list - #5243", "[Fixed] Markdown header elements hard to read in dark mode - #5133. Thanks @agisilaos!", "[Fixed] Only perform ahead/behind comparisons when branch selector is open - #5142", "[Fixed] Relax checks for merge commits for GitHub Enterprise repositories - #4329", "[Fixed] Render clickable link in \"squash and merge\" commit message - #5203. Thanks @1pete!", "[Fixed] Return key disabled when no matches found in Compare branch list - #4458", "[Fixed] Selected commit not remembered when switching between History and Changes tabs - #4985", "[Fixed] Selected commit when comparing is reset to latest when Desktop regains focus - #5069", "[Fixed] Support default branch detection for non-GitHub repositories - #4937", "[Improved] Change primary button color to blue for dark theme - #5074", "[Improved] Diff gutter elements should be considered button elements when interacting - #5158", "[Improved] Status parsing significantly more performant when handling thousands of changed files - #2449 #5186" ], "1.3.0-beta7": [], "1.3.0-beta6": [], "1.3.0-beta5": [ "[Fixed] Ensure commit message is cleared after successful commit - #4046", "[Fixed] History omits latest commit from list - #5243" ], "1.3.0-beta4": [ "[Fixed] Only perform ahead/behind comparisons when branch selector is open - #5142", "[Fixed] Render clickable link in \"squash and merge\" commit message - #5203. Thanks @1pete!", "[Fixed] Selected commit not remembered when switching between History and Changes tabs - #4985", "[Fixed] Selected commit when comparing is reset to latest when Desktop regains focus - #5069" ], "1.3.0-beta3": [ "[Fixed] \"Discard Changes\" context menu discards correct file when entry is not part of selected group - #4788", "[Fixed] Return key disabled when no matches found in Compare branch list - #4458", "[Improved] Status parsing significantly more performant when handling thousands of changed files - #2449 #5186" ], "1.3.0-beta2": [ "[Added] Option to move repository to trash when removing from app - #2108. Thanks @say25!", "[Fixed] Markdown header elements hard to read in dark mode - #5133. Thanks @agisilaos!", "[Improved] Diff gutter elements should be considered button elements when interacting - #5158" ], "1.2.7-test3": ["Test deployment for electron version bump."], "1.3.0-beta1": [ "[New] Notification displayed in History tab when the base branch moves ahead of the current branch - #4768", "[New] Repository list displays uncommitted changes count and ahead/behind information - #2259", "[Added] Syntax highlighting for PowerShell files- #5081. Thanks @say25!", "[Fixed] Display something when repository is located at drive root - #4924", "[Fixed] Relax checks for merge commits for GitHub Enterprise repositories - #4329", "[Fixed] Display local path of selected repository as tooltip - #4922. Thanks @yongdamsh!", "[Fixed] Support default branch detection for non-GitHub repositories - #4937", "[Fixed] Handle legacy macOS right click gesture - #4942", "[Improved] Repository list badge style tweaks and tweaks for dark theme - #5095", "[Improved] Change primary button color to blue for dark theme - #5074" ], "1.2.7-test2": ["Test deployment for electron version bump."], "1.2.7-test1": ["Sanity check deployment for refactored scripts"], "1.2.7-beta0": [ "[Fixed] Visual indicator for upcoming feature should not be shown - #5026" ], "1.2.6": [ "[Fixed] Visual indicator for upcoming feature should not be shown - #5026" ], "1.2.6-beta0": [ "[Fixed] Feature flag for upcoming feature not applied correctly - #5024" ], "1.2.5": [ "[Fixed] Feature flag for upcoming feature not applied correctly - #5024" ], "1.2.4": [ "[New] Dark Theme preview - #4849", "[Added] Syntax highlighting for Cake files - #4935. Thanks @say25!", "[Added] WebStorm support for macOS - #4841. Thanks @mrsimonfletcher!", "[Fixed] Compare tab appends older commits when scrolling to bottom of list - #4964", "[Fixed] Remove temporary directory after Git LFS operation completes - #4414", "[Fixed] Unable to compare when two branches exist - #4947 #4730", "[Fixed] Unhandled errors when refreshing pull requests fails - #4844 #4866", "[Improved] Remove context menu needs to hint if a dialog will be shown - #4975", "[Improved] Upgrade embedded Git LFS - #4602 #4745", "[Improved] Update banner message clarifies that only Desktop needs to be restarted - #4891. Thanks @KennethSweezy!", "[Improved] Discard Changes context menu entry should contain ellipses when user needs to confirm - #4846. Thanks @yongdamsh!", "[Improved] Initializing syntax highlighting components - #4764", "[Improved] Only show overflow shadow when description overflows - #4898", "[Improved] Changes tab displays number of changed files instead of dot - #4772. Thanks @yongdamsh!" ], "1.2.4-beta5": [], "1.2.4-beta4": [ "[Fixed] Compare tab appends older commits when scrolling to bottom of list - #4964", "[Fixed] Remove temporary directory after Git LFS operation completes - #4414", "[Improved] Remove context menu needs to hint if a dialog will be shown - #4975", "[Improved] Upgrade embedded Git LFS - #4602 #4745" ], "1.2.4-test1": [ "Confirming latest Git LFS version addresses reported issues" ], "1.2.4-beta3": [ "[Added] WebStorm support for macOS - #4841. Thanks @mrsimonfletcher!", "[Improved] Update banner message clarifies that only Desktop needs to be restarted - #4891. Thanks @KennethSweezy!" ], "1.2.4-beta2": [], "1.2.4-beta1": [ "[New] Dark Theme preview - #4849", "[Added] Syntax highlighting for Cake files - #4935. Thanks @say25!", "[Fixed] Unable to compare when two branches exist - #4947 #4730", "[Fixed] Unhandled errors when refreshing pull requests fails - #4844 #4866", "[Improved] Discard Changes context menu entry should contain ellipses when user needs to confirm - #4846. Thanks @yongdamsh!", "[Improved] Initializing syntax highlighting components - #4764", "[Improved] Only show overflow shadow when description overflows - #4898", "[Improved] Changes tab displays number of changed files instead of dot - #4772. Thanks @yongdamsh!" ], "1.2.3": [ "[Fixed] No autocomplete when searching for co-authors - #4847", "[Fixed] Error when checking out a PR from a fork - #4842" ], "1.2.3-beta1": [ "[Fixed] No autocomplete when searching for co-authors - #4847", "[Fixed] Error when checking out a PR from a fork - #4842" ], "1.2.3-test1": [ "Confirming switch from uglify-es to babel-minify addresses minification issue - #4871" ], "1.2.2": [ "[Fixed] Make cURL/schannel default to using the Windows certificate store - #4817", "[Fixed] Restore text selection highlighting in diffs - #4818" ], "1.2.2-beta1": [ "[Fixed] Make cURL/schannel default to using the Windows certificate store - #4817", "[Fixed] Text selection highlighting in diffs is back - #4818" ], "1.2.1": [ "[Added] Brackets support for macOS - #4608. Thanks @3raxton!", "[Added] Pull request number and author are included in fuzzy-find filtering - #4653. Thanks @damaneice!", "[Fixed] Decreased the max line length limit - #3740. Thanks @sagaragarwal94!", "[Fixed] Updated embedded Git to 2.17.1 to address upstream security issue - #4791", "[Improved] Display the difference in file size of an image in the diff view - #4380. Thanks @ggajos!" ], "1.2.1-test1": ["Upgraded embedded Git to 2.17.0"], "1.2.1-beta1": [ "[Added] Brackets support for macOS - #4608. Thanks @3raxton!", "[Added] Pull request number and author are included in fuzzy-find filtering - #4653. Thanks @damaneice!", "[Fixed] Decreased the max line length limit - #3740. Thanks @sagaragarwal94!", "[Fixed] Updated embedded Git to 2.17.1 to address upstream security issue - #4791", "[Improved] Display the difference in file size of an image in the diff view - #4380. Thanks @ggajos!" ], "1.2.1-beta0": [], "1.1.2-test6": ["Testing the Webpack v4 output from the project"], "1.2.0": [ "[New] History now has ability to compare to another branch and merge outstanding commits", "[New] Support for selecting more than one file in the changes list - #1712. Thanks @icosamuel!", "[New] Render bitmap images in diffs - #4367. Thanks @MagicMarvMan!", "[Added] Add PowerShell Core support for Windows and macOS - #3791. Thanks @saschanaz!", "[Added] Add MacVim support for macOS - #4532. Thanks @johnelliott!", "[Added] Syntax highlighting for JavaServer Pages (JSP) - #4470. Thanks @damaneice!", "[Added] Syntax highlighting for Haxe files - #4445. Thanks @Gama11!", "[Added] Syntax highlighting for R files - #4455. Thanks @say25!", "[Fixed] 'Open in Shell' on Linux ensures Git is on PATH - #4619. Thanks @ziggy42!", "[Fixed] Pressing 'Enter' on filtered Pull Request does not checkout - #4673", "[Fixed] Alert icon shrinks in rename dialog when branch name is long - #4566", "[Fixed] 'Open in Desktop' performs fetch to ensure branch exists before checkout - #3006", "[Fixed] 'Open in Default Program' on Windows changes the window title - #4446", "[Fixed] Skip fast-forwarding when there are many eligible local branches - #4392", "[Fixed] Image diffs not working for files with upper-case file extension - #4466", "[Fixed] Syntax highlighting not working for files with upper-case file extension - #4462. Thanks @say25!", "[Fixed] Error when creating Git LFS progress causes clone to fail - #4307. Thanks @MagicMarvMan!", "[Fixed] 'Open File in External Editor' always opens a new instance - #4381", "[Fixed] 'Select All' shortcut now works for changes list - #3821", "[Improved] Automatically add valid repository when using command line interface - #4513. Thanks @ggajos!", "[Improved] Always fast-forward the default branch - #4506", "[Improved] Warn when trying to rename a published branch - #4035. Thanks @agisilaos!", "[Improved] Added context menu for files in commit history - #2845. Thanks @crea7or", "[Improved] Discarding all changes always prompts for confirmation - #4459", "[Improved] Getting list of changed files is now more efficient when dealing with thousands of files - #4443", "[Improved] Checking out a Pull Request may skip unnecessary fetch - #4068. Thanks @agisilaos!", "[Improved] Commit summary now has a hint to indicate why committing is disabled - #4429.", "[Improved] Pull request status text now matches format on GitHub - #3521", "[Improved] Add escape hatch to disable hardware acceleration when launching - #3921" ], "1.1.2-beta7": [], "1.1.2-beta6": [ "[Added] Add MacVim support for macOS - #4532. Thanks @johnelliott!", "[Fixed] Open in Shell on Linux ensures Git is available on the user's PATH - #4619. Thanks @ziggy42!", "[Fixed] Keyboard focus issues when navigating Pull Request list - #4673", "[Improved] Automatically add valid repository when using command line interface - #4513. Thanks @ggajos!" ], "1.1.2-test5": ["Actually upgrading fs-extra to v6 in the app"], "1.1.2-test4": ["Upgrading fs-extra to v6"], "1.1.2-beta5": [ "[Added] Syntax highlighting for JavaServer Pages (JSP) - #4470. Thanks @damaneice!", "[Fixed] Prevent icon from shrinking in rename dialog - #4566" ], "1.1.2-beta4": [ "[New] New Compare tab allowing visualization of the relationship between branches", "[New] Support for selecting more than one file in the changes list - #1712. Thanks @icosamuel!", "[Fixed] 'Select All' shortcut now works for changes list - #3821", "[Improved] Always fast-forward the default branch - #4506", "[Improved] Warn when trying to rename a published branch - #4035. Thanks @agisilaos!", "[Improved] Added context menu for files in commit history - #2845. Thanks @crea7or", "[Improved] Discarding all changes always prompts for confirmation - #4459" ], "1.1.2-beta3": [ "[Added] Syntax highlighting for Haxe files - #4445. Thanks @Gama11!", "[Added] Syntax highlighting for R files - #4455. Thanks @say25!", "[Fixed] Fetch to ensure \"Open in Desktop\" has a branch to checkout - #3006", "[Fixed] Handle the click event when opening a binary file - #4446", "[Fixed] Skip fast-forwarding when there are a lot of eligible local branches - #4392", "[Fixed] Image diffs not working for files with upper-case file extension - #4466", "[Fixed] Syntax highlighting not working for files with upper-case file extension - #4462. Thanks @say25!", "[Improved] Getting list of changed files is now more efficient when dealing with thousands of files - #4443", "[Improved] Checking out a Pull Request may skip unnecessary fetch - #4068. Thanks @agisilaos!", "[Improved] Commit summary now has a hint to indicate why committing is disabled - #4429." ], "1.1.2-test3": ["[New] Comparison Branch demo build"], "1.1.2-test2": [ "Refactoring the diff internals to potentially land some SVG improvements" ], "1.1.2-test1": [ "Refactoring the diff internals to potentially land some SVG improvements" ], "1.1.2-beta2": [ "[New] Render bitmap images in diffs - #4367. Thanks @MagicMarvMan!", "[New] Add PowerShell Core support for Windows and macOS - #3791. Thanks @saschanaz!", "[Fixed] Error when creating Git LFS progress causes clone to fail - #4307. Thanks @MagicMarvMan!", "[Fixed] 'Open File in External Editor' does not use existing window - #4381", "[Fixed] Always ask for confirmation when discarding all changes - #4423", "[Improved] Pull request status text now matches format on GitHub - #3521", "[Improved] Add escape hatch to disable hardware acceleration when launching - #3921" ], "1.1.2-beta1": [], "1.1.1": [ "[New] Render WebP images in diffs - #4164. Thanks @agisilaos!", "[Fixed] Edit context menus in commit form input elements - #3886", "[Fixed] Escape behavior for Pull Request list does not match Branch List - #3597", "[Fixed] Keep caret position after inserting completion for emoji/mention - #3835. Thanks @CarlRosell!", "[Fixed] Handle error events when watching files used to get Git LFS output - #4117", "[Fixed] Potential race condition when opening a fork pull request - #4149", "[Fixed] Show placeholder image when no pull requests found - #3973", "[Fixed] Disable commit summary and description inputs while commit in progress - #3893. Thanks @crea7or!", "[Fixed] Ensure pull request cache is cleared after last pull request merged - #4122", "[Fixed] Focus two-factor authentication dialog on input - #4220. Thanks @WaleedAshraf!", "[Fixed] Branches button no longer disabled while on an unborn branch - #4236. Thanks @agisilaos!", "[Fixed] Delete gitignore file when all entries cleared in Repository Settings - #1896", "[Fixed] Add visual indicator that a folder can be dropped on Desktop - #4004. Thanks @agisilaos!", "[Fixed] Attempt to focus the application window on macOS after signing in via the browser - #4126", "[Fixed] Refresh issues when user manually fetches - #4076", "[Improved] Add `Discard All Changes...` to context menu on changed file list - #4197. Thanks @xamm!", "[Improved] Improve contrast for button labels in app toolbar - #4219", "[Improved] Speed up check for submodules when discarding - #4186. Thanks @kmscode!", "[Improved] Make the keychain known issue more clear within Desktop - #4125", "[Improved] Continue past the 'diff too large' message and view the diff - #4050", "[Improved] Repository association might not have expected prefix - #4090. Thanks @mathieudutour!", "[Improved] Add message to gitignore dialog when not on default branch - #3720", "[Improved] Hide Desktop-specific forks in Branch List - #4127", "[Improved] Disregard accidental whitespace when cloning a repository by URL - #4216", "[Improved] Show alert icon in repository list when repository not found on disk - #4254. Thanks @gingerbeardman!", "[Improved] Repository list now closes after removing last repository - #4269. Thanks @agisilaos!", "[Improved] Move forget password link after the password dialog to match expected tab order - #4283. Thanks @iamnapo!", "[Improved] More descriptive text in repository toolbar button when no repositories are tracked - #4268. Thanks @agisilaos!", "[Improved] Context menu in Changes tab now supports opening file in your preferred editor - #4030" ], "1.1.1-beta4": [ "[Improved] Context menu in Changes tab now supports opening file in your preferred editor - #4030" ], "1.1.1-beta3": [], "1.1.1-beta2": [ "[New] Render WebP images in diffs - #4164. Thanks @agisilaos!", "[Fixed] Edit context menus in commit form input elements - #3886", "[Fixed] Escape behavior should match that of Branch List - #3972", "[Fixed] Keep caret position after inserting completion - #3835. Thanks @CarlRosell!", "[Fixed] Handle error events when watching files used to get Git LFS output - #4117", "[Fixed] Potential race condition when opening a fork pull request - #4149", "[Fixed] Show placeholder image when no pull requests found - #3973", "[Fixed] Disable input fields summary and description while commit in progress - #3893. Thanks @crea7or!", "[Fixed] Ensure pull request cache is cleared after last pull request merged - #4122", "[Fixed] Focus two-factor authentication dialog on input - #4220. Thanks @WaleedAshraf!", "[Fixed] Branches button no longer disabled while on an unborn branch - #4236. Thanks @agisilaos!", "[Fixed] Delete gitignore file when entries cleared in Repository Settings - #1896", "[Fixed] Add visual indicator that a folder can be dropped on Desktop - #4004. Thanks @agisilaos!", "[Improved] Add `Discard All Changes...` to context menu on changed file list - #4197. Thanks @xamm!", "[Improved] Improve contrast for button labels in app toolbar - #4219", "[Improved] Speed up check for submodules when discarding - #4186. Thanks @kmscode!", "[Improved] Make the keychain known issue more clear within Desktop - #4125", "[Improved] Continue past the 'diff too large' message and view the diff - #4050", "[Improved] Repository association might not have expected prefix - #4090. Thanks @mathieudutour!", "[Improved] Add message to gitignore dialog when not on default branch - #3720", "[Improved] Hide Desktop-specific forks in Branch List - #4127", "[Improved] Disregard accidental whitespace when cloning a repository by URL - #4216", "[Improved] Show alert icon in repository list when repository not found on disk - #4254. Thanks @gingerbeardman!", "[Improved] Repository list now closes after removing last repository - #4269. Thanks @agisilaos!", "[Improved] Move forget password link to after the password dialog to maintain expected tab order - #4283. Thanks @iamnapo!", "[Improved] More descriptive text in repository toolbar button when no repositories are tracked - #4268. Thanks @agisilaos!" ], "1.1.1-test2": ["[Improved] Electron 1.8.3 upgrade (again)"], "1.1.1-test1": [ "[Improved] Forcing a focus on the window after the OAuth dance is done" ], "1.1.1-beta1": [], "1.1.0": [ "[New] Check out pull requests from collaborators or forks from within Desktop", "[New] View the commit status of the branch when it has an open pull request", "[Added] Add RubyMine support for macOS - #3883. Thanks @gssbzn!", "[Added] Add TextMate support for macOS - #3910. Thanks @caiofbpa!", "[Added] Syntax highlighting for Elixir files - #3774. Thanks @joaovitoras!", "[Fixed] Update layout of branch blankslate image - #4011", "[Fixed] Expanded avatar stack in commit summary gets cut off - #3884", "[Fixed] Clear repository filter when switching tabs - #3787. Thanks @reyronald!", "[Fixed] Avoid crash when unable to launch shell - #3954", "[Fixed] Ensure renames are detected when viewing commit diffs - #3673", "[Fixed] Fetch default remote if it differs from the current - #4056", "[Fixed] Handle Git errors when .gitmodules are malformed - #3912", "[Fixed] Handle error when \"where\" is not on PATH - #3882 #3825", "[Fixed] Ignore action assumes CRLF when core.autocrlf is unset - #3514", "[Fixed] Prevent duplicate entries in co-author autocomplete list - #3887", "[Fixed] Renames not detected when viewing commit diffs - #3673", "[Fixed] Support legacy usernames as co-authors - #3897", "[Improved] Update branch button text from \"New\" to \"New Branch\" - #4032", "[Improved] Add fuzzy search in the repository, branch, PR, and clone FilterLists - #911. Thanks @j-f1!", "[Improved] Tidy up commit summary and description layout in commit list - #3922. Thanks @willnode!", "[Improved] Use smaller default size when rendering Gravatar avatars - #3911", "[Improved] Show fetch progress when initializing remote for fork - #3953", "[Improved] Remove references to Hubot from the user setup page - #4015. Thanks @j-f1!", "[Improved] Error handling around ENOENT - #3954", "[Improved] Clear repository filter text when switching tabs - #3787. Thanks @reyronald!", "[Improved] Allow window to accept single click on focus - #3843", "[Improved] Disable drag-and-drop interaction when a popup is in the foreground - #3996" ], "1.1.0-beta3": [ "[Fixed] Fetch default remote if it differs from the current - #4056" ], "1.1.0-beta2": [ "[Improved] Update embedded Git to improve error handling when using stdin - #4058" ], "1.1.0-beta1": [ "[Improved] Add 'Branch' to 'New' branch button - #4032", "[Improved] Remove references to Hubot from the user setup page - #4015. Thanks @j-f1!" ], "1.0.14-beta5": [ "[Fixed] Improve detection of pull requests associated with current branch - #3991", "[Fixed] Disable drag-and-drop interaction when a popup is in the foreground - #3996", "[Fixed] Branch blank slate image out of position - #4011" ], "1.0.14-beta4": [ "[New] Syntax highlighting for Elixir files - #3774. Thanks @joaovitoras!", "[Fixed] Crash when unable to launch shell - #3954", "[Fixed] Support legacy usernames as co-authors - #3897", "[Improved] Enable fuzzy search in the repository, branch, PR, and clone FilterLists - #911. Thanks @j-f1!", "[Improved] Tidy up commit summary and description layout in commit list - #3922. Thanks @willnode!" ], "1.0.14-test1": ["[Improved] Electron 1.8.2 upgrade"], "1.0.14-beta3": [ "[Added] Add TextMate support for macOS - #3910. Thanks @caiofbpa!", "[Fixed] Handle Git errors when .gitmodules are malformed - #3912", "[Fixed] Clear repository filter when switching tabs - #3787. Thanks @reyronald!", "[Fixed] Prevent duplicate entries in co-author autocomplete list - #3887", "[Improved] Show progress when initializing remote for fork - #3953" ], "1.0.14-beta2": [ "[Added] Add RubyMine support for macOS - #3883. Thanks @gssbzn!", "[Fixed] Allow window to accept single click on focus - #3843", "[Fixed] Expanded avatar list hidden behind commit details - #3884", "[Fixed] Renames not detected when viewing commit diffs - #3673", "[Fixed] Ignore action assumes CRLF when core.autocrlf is unset - #3514", "[Improved] Use smaller default size when rendering Gravatar avatars - #3911" ], "1.0.14-beta1": ["[New] Commit together with co-authors - #3879"], "1.0.13": [ "[New] Commit together with co-authors - #3879", "[New] PhpStorm is now a supported external editor on macOS - #3749. Thanks @hubgit!", "[Improved] Update embedded Git to 2.16.1 - #3617 #3828 #3871", "[Improved] Blank slate view is now more responsive when zoomed - #3777", "[Improved] Documentation fix for Open in Shell resource - #3799. Thanks @saschanaz!", "[Improved] Improved error handling for Linux - #3732", "[Improved] Allow links in unexpanded summary to be clickable - #3719. Thanks @koenpunt!", "[Fixed] Update Electron to 1.7.11 to address security issue - #3846", "[Fixed] Allow double dashes in branch name - #3599. Thanks @JQuinnie!", "[Fixed] Sort the organization list - #3657. Thanks @j-f1!", "[Fixed] Check out PRs from a fork - #3395", "[Fixed] Confirm deleting branch when it has an open PR - #3615", "[Fixed] Defer user/email validation in Preferences - #3722", "[Fixed] Checkout progress did not include branch name - #3780", "[Fixed] Don't block branch switching when in detached HEAD - #3807", "[Fixed] Handle discarding submodule changes properly - #3647", "[Fixed] Show tooltip with additional info about the build status - #3134", "[Fixed] Update placeholders to support Linux distributions - #3150", "[Fixed] Refresh local commit list when switching tabs - #3698" ], "1.0.13-test1": [ "[Improved] Update embedded Git to 2.16.1 - #3617 #3828 #3871", "[Fixed] Update Electron to 1.7.11 to address security issue - #3846", "[Fixed] Allows double dashes in branch name - #3599. Thanks @JQuinnie!", "[Fixed] Pull Request store may not have status defined - #3869", "[Fixed] Render the Pull Request badge when no commit statuses found - #3608" ], "1.0.13-beta1": [ "[New] PhpStorm is now a supported external editor on macOS - #3749. Thanks @hubgit!", "[Improved] Blank slate view is now more responsive when zoomed - #3777", "[Improved] Documentation fix for Open in Shell resource - #3799. Thanks @saschanaz!", "[Improved] Improved error handling for Linux - #3732", "[Improved] Allow links in unexpanded summary to be clickable - #3719. Thanks @koenpunt!", "[Fixed] Sort the organization list - #3657. Thanks @j-f1!", "[Fixed] Check out PRs from a fork - #3395", "[Fixed] Confirm deleting branch when it has an open PR - #3615", "[Fixed] Defer user/email validation in Preferences - #3722", "[Fixed] Checkout progress did not include branch name - #3780", "[Fixed] Don't block branch switching when in detached HEAD - #3807", "[Fixed] Handle discarding submodule changes properly - #3647", "[Fixed] Show tooltip with additional info about the build status - #3134", "[Fixed] Update placeholders to support Linux distributions - #3150", "[Fixed] Refresh local commit list when switching tabs - #3698" ], "1.0.12": [ "[New] Syntax highlighting for Rust files - #3666. Thanks @subnomo!", "[New] Syntax highlighting for Clojure cljc, cljs, and edn files - #3610. Thanks @mtkp!", "[Improved] Prevent creating a branch in the middle of a merge - #3733", "[Improved] Truncate long repo names in panes and modals to fit into a single line - #3598. Thanks @http-request!", "[Improved] Keyboard navigation support in pull request list - #3607", "[Fixed] Inconsistent caret behavior in text boxes when using certain keyboard layouts - #3354", "[Fixed] Only render the organizations list when it has orgs - #1414", "[Fixed] Checkout now handles situations where a ref exists on multiple remotes - #3281", "[Fixed] Retain accounts on desktop when losing connectivity - #3641", "[Fixed] Missing argument in FullScreenInfo that could prevent app from launching - #3727. Thanks @OiYouYeahYou!" ], "1.0.12-beta1": [ "[New] Syntax highlighting for Rust files - #3666. Thanks @subnomo!", "[New] Syntax highlighting for Clojure cljc, cljs, and edn files - #3610. Thanks @mtkp!", "[Improved] Prevent creating a branch in the middle of a merge - #3733", "[Improved] Truncate long repo names in panes and modals to fit into a single line - #3598. Thanks @http-request!", "[Improved] Keyboard navigation support in pull request list - #3607", "[Fixed] Inconsistent caret behavior in text boxes when using certain keyboard layouts - #3354", "[Fixed] Only render the organizations list when it has orgs - #1414", "[Fixed] Checkout now handles situations where a ref exists on multiple remotes - #3281", "[Fixed] Retain accounts on desktop when losing connectivity - #3641", "[Fixed] Missing argument in FullScreenInfo that could prevent app from launching - #3727. Thanks @OiYouYeahYou!" ], "1.0.12-beta0": [ "[New] Highlight substring matches in the \"Branches\" and \"Repositories\" list when filtering - #910. Thanks @JordanMussi!", "[New] Add preview for ico files - #3531. Thanks @serhiivinichuk!", "[New] Fallback to Gravatar for loading avatars - #821", "[New] Provide syntax highlighting for Visual Studio project files - #3552. Thanks @saul!", "[New] Provide syntax highlighting for F# fsx and fsi files - #3544. Thanks @saul!", "[New] Provide syntax highlighting for Kotlin files - #3555. Thanks @ziggy42!", "[New] Provide syntax highlighting for Clojure - #3523. Thanks @mtkp!", "[Improved] Toggle the \"Repository List\" from the menu - #2638. Thanks @JordanMussi!", "[Improved] Prevent saving of disallowed character strings for your name and email - #3204", "[Improved] Error messages now appear at the top of the \"Create a New Repository\" dialog - #3571. Thanks @http-request!", "[Improved] \"Repository List\" header is now \"Github.com\" for consistency - #3567. Thanks @iFun!", "[Improved] Rename the \"Install Update\" button to \"Quit and Install Update\" - #3494. Thanks @say25!", "[Fixed] Fix ordering of commit history when your branch and tracking branch have both changed - #2737", "[Fixed] Prevent creating a branch that starts with a period - #3013. Thanks @JordanMussi!", "[Fixed] Branch names are properly encoded when creating a pull request - #3509", "[Fixed] Re-enable all the menu items after closing a popup - #3533", "[Fixed] Removes option to delete remote branch after it's been deleted - #2964. Thanks @JordanMussi!", "[Fixed] Windows: Detects available editors and shells now works even when the group policy blocks write registry access - #3105 #3405", "[Fixed] Windows: Menu items are no longer truncated - #3547", "[Fixed] Windows: Prevent disabled menu items from being accessed - #3391 #1521", "[Fixed] Preserve the selected pull request when a manual fetch is done - #3524", "[Fixed] Update pull request badge after switching branches or pull requests - #3454", "[Fixed] Restore keyboard arrow navigation for pull request list - #3499" ], "1.0.11": [ "[New] Highlight substring matches in the \"Branches\" and \"Repositories\" list when filtering - #910. Thanks @JordanMussi!", "[New] Add preview for ico files - #3531. Thanks @serhiivinichuk!", "[New] Fallback to Gravatar for loading avatars - #821", "[New] Provide syntax highlighting for Visual Studio project files - #3552. Thanks @saul!", "[New] Provide syntax highlighting for F# fsx and fsi files - #3544. Thanks @saul!", "[New] Provide syntax highlighting for Kotlin files - #3555. Thanks @ziggy42!", "[New] Provide syntax highlighting for Clojure - #3523. Thanks @mtkp!", "[Improved] Toggle the \"Repository List\" from the menu - #2638. Thanks @JordanMussi!", "[Improved] Prevent saving of disallowed character strings for your name and email - #3204", "[Improved] Error messages now appear at the top of the \"Create a New Repository\" dialog - #3571. Thanks @http-request!", "[Improved] \"Repository List\" header is now \"Github.com\" for consistency - #3567. Thanks @iFun!", "[Improved] Rename the \"Install Update\" button to \"Quit and Install Update\" - #3494. Thanks @say25!", "[Fixed] Fix ordering of commit history when your branch and tracking branch have both changed - #2737", "[Fixed] Prevent creating a branch that starts with a period - #3013. Thanks @JordanMussi!", "[Fixed] Branch names are properly encoded when creating a pull request - #3509", "[Fixed] Re-enable all the menu items after closing a popup - #3533", "[Fixed] Removes option to delete remote branch after it's been deleted - #2964. Thanks @JordanMussi!", "[Fixed] Windows: Detects available editors and shells now works even when the group policy blocks write registry access - #3105 #3405", "[Fixed] Windows: Menu items are no longer truncated - #3547", "[Fixed] Windows: Prevent disabled menu items from being accessed - #3391 #1521" ], "1.0.11-test0": [ "[Improved] now with a new major version of electron-packager" ], "1.0.11-beta0": [ "[Improved] Refresh the pull requests list after fetching - #3503", "[Improved] Rename the \"Install Update\" button to \"Quit and Install Update\" - #3494. Thanks @say25!", "[Fixed] URL encode branch names when creating a pull request - #3509", "[Fixed] Windows: detecting available editors and shells now works even when the group policy blocks write registry access - #3105 #3405" ], "1.0.10": [ "[New] ColdFusion Builder is now a supported external editor - #3336 #3321. Thanks @AtomicCons!", "[New] VSCode Insiders build is now a supported external editor - #3441. Thanks @say25!", "[New] BBEdit is now a supported external editor - #3467. Thanks @NiklasBr!", "[New] Hyper is now a supported shell on Windows too - #3455. Thanks @JordanMussi!", "[New] Swift is now syntax highlighted - #3305. Thanks @agisilaos!", "[New] Vue.js is now syntax highlighted - #3368. Thanks @wanecek!", "[New] CoffeeScript is now syntax highlighted - #3356. Thanks @agisilaos!", "[New] Cypher is now syntax highlighted - #3440. Thanks @say25!", "[New] .hpp is now syntax highlighted as C++ - #3420. Thanks @say25!", "[New] ML-like languages are now syntax highlighted - #3401. Thanks @say25!", "[New] Objective-C is now syntax highlighted - #3355. Thanks @koenpunt!", "[New] SQL is now syntax highlighted - #3389. Thanks @say25!", "[Improved] Better message on the 'Publish Branch' button when HEAD is unborn - #3344. Thanks @Venkat5694!", "[Improved] Better error message when trying to push to an archived repository - #3084. Thanks @agisilaos!", "[Improved] Avoid excessive background fetching when switching repositories - #3329", "[Improved] Ignore menu events sent when a modal is shown - #3308", "[Fixed] Parse changed files whose paths include a newline - #3271", "[Fixed] Parse file type changes - #3334", "[Fixed] Windows: 'Open without Git' would present the dialog again instead of actually opening a shell without git - #3290", "[Fixed] Avoid text selection when dragging resizable dividers - #3268", "[Fixed] Windows: Removed the title attribute on the Windows buttons so that they no longer leave their tooltips hanging around - #3348. Thanks @j-f1!", "[Fixed] Windows: Detect VS Code when installed to non-standard locations - #3304", "[Fixed] Hitting Return would select the first item in a filter list when the filter text was empty - #3447", "[Fixed] Add some missing keyboard shortcuts - #3327. Thanks @say25!", "[Fixed] Handle \"304 Not Modified\" responses - #3399", "[Fixed] Don't overwrite an existing .gitattributes when creating a new repository - #3419. Thanks @strafe!" ], "1.0.10-beta3": [ "[New] Change \"Create Pull Request\" to \"Show Pull Request\" when there is already a pull request open for the branch - #2524", "[New] VSCode Insiders build is now a supported external editor - #3441. Thanks @say25!", "[New] BBEdit is now a supported external editor - #3467. Thanks @NiklasBr!", "[New] Hyper is now a supported shell - #3455. Thanks @JordanMussi!", "[New] Cypher is now syntax highlighted - #3440. Thanks @say25!", "[New] .hpp is now syntax highlighted as C++ - #3420. Thanks @say25!", "[New] ML-like languages are now syntax highlighted - #3401. Thanks @say25!", "[Improved] Use the same colors in pull request dropdown as we use on GitHub.com - #3451", "[Improved] Fancy pull request loading animations - #2868", "[Improved] Avoid excessive background fetching when switching repositories - #3329", "[Improved] Refresh the pull request list when the Push/Pull/Fetch button is clicked - #3448", "[Improved] Ignore menu events sent when a modal is shown - #3308", "[Fixed] Hitting Return would select the first item in a filter list when the filter text was empty - #3447", "[Fixed] Add some missing keyboard shortcuts - #3327. Thanks @say25!", "[Fixed] Handle \"304 Not Modified\" responses - #3399", "[Fixed] Don't overwrite an existing .gitattributes when creating a new repository - #3419. Thanks @strafe!" ], "1.0.10-beta2": [ "[New] SQL is now syntax highlighted! - #3389. Thanks @say25!", "[Fixed] Windows: Detect VS Code when installed to non-standard locations - #3304" ], "1.0.10-beta1": [ "[New] Vue.js code is now syntax highlighted! - #3368. Thanks @wanecek!", "[New] CoffeeScript is now syntax highlighted! - #3356. Thanks @agisilaos!", "[New] Highlight .m as Objective-C - #3355. Thanks @koenpunt!", "[Improved] Use smarter middle truncation for branch names - #3357", "[Fixed] Windows: Removed the title attribute on the Windows buttons so that they no longer leave their tooltips hanging around - #3348. Thanks @j-f1!" ], "1.0.10-beta0": [ "[New] ColdFusion Builder is now available as an option for External Editor - #3336 #3321. Thanks @AtomicCons!", "[New] Swift code is now syntax highlighted - #3305. Thanks @agisilaos!", "[Improved] Better message on the 'Publish Branch' button when HEAD is unborn - #3344. Thanks @Venkat5694!", "[Improved] Better error message when trying to push to an archived repository - #3084. Thanks @agisilaos!", "[Fixed] Parse changed files whose paths include a newline - #3271", "[Fixed] Parse file type changes - #3334", "[Fixed] Windows: 'Open without Git' would present the dialog again instead of actually opening a shell without git - #3290", "[Fixed] Avoid text selection when dragging resizable dividers - #3268" ], "1.0.9": [ "[New] ColdFusion Builder is now available as an option for External Editor - #3336 #3321. Thanks @AtomicCons!", "[New] Swift code is now syntax highlighted - #3305. Thanks @agisilaos!", "[Improved] Better message on the 'Publish Branch' button when HEAD is unborn - #3344. Thanks @Venkat5694!", "[Improved] Better error message when trying to push to an archived repository - #3084. Thanks @agisilaos!", "[Fixed] Parse changed files whose paths include a newline - #3271", "[Fixed] Parse file type changes - #3334", "[Fixed] Windows: 'Open without Git' would present the dialog again instead of actually opening a shell without git - #3290", "[Fixed] Avoid text selection when dragging resizable dividers - #3268" ], "1.0.9-beta1": [ "[New] ColdFusion Builder is now available as an option for External Editor - #3336 #3321. Thanks @AtomicCons!", "[New] Swift code is now syntax highlighted - #3305. Thanks @agisilaos!", "[Improved] Better message on the 'Publish Branch' button when HEAD is unborn - #3344. Thanks @Venkat5694!", "[Improved] Better error message when trying to push to an archived repository - #3084. Thanks @agisilaos!", "[Fixed] Parse changed files whose paths include a newline - #3271", "[Fixed] Parse file type changes - #3334", "[Fixed] Windows: 'Open without Git' would present the dialog again instead of actually opening a shell without git - #3290", "[Fixed] Avoid text selection when dragging resizable dividers - #3268" ], "1.0.9-beta0": [ "[Fixed] Crash when rendering diffs for certain types of files - #3249", "[Fixed] Continually being prompted to add the upstream remote, even when it already exists - #3252" ], "1.0.8": [ "[Fixed] Crash when rendering diffs for certain types of files - #3249", "[Fixed] Continually being prompted to add the upstream remote, even when it already exists - #3252" ], "1.0.8-beta0": [ "[New] Syntax highlighted diffs - #3101", "[New] Add upstream to forked repositories - #2364", "[Fixed] Only reset scale of title bar on macOS - #3193", "[Fixed] Filter symbolic refs in the branch list - #3196", "[Fixed] Address path issue with invoking Git Bash - #3186", "[Fixed] Update embedded Git to support repository hooks and better error messages - #3067 #3079", "[Fixed] Provide credentials to LFS repositories when performing checkout - #3167", "[Fixed] Assorted changelog typos - #3174 #3184 #3207. Thanks @strafe, @alanaasmaa and @jt2k!" ], "1.0.7": [ "[New] Syntax highlighted diffs - #3101", "[New] Add upstream to forked repositories - #2364", "[Fixed] Only reset scale of title bar on macOS - #3193", "[Fixed] Filter symbolic refs in the branch list - #3196", "[Fixed] Address path issue with invoking Git Bash - #3186", "[Fixed] Update embedded Git to support repository hooks and better error messages - #3067 #3079", "[Fixed] Provide credentials to LFS repositories when performing checkout - #3167", "[Fixed] Assorted changelog typos - #3174 #3184 #3207. Thanks @strafe, @alanaasmaa and @jt2k!" ], "1.0.7-beta0": [ "[Fixed] The Branches list wouldn't display the branches for non-GitHub repositories - #3169", "[Fixed] Pushing or pulling could error when the temp directory was unavailable - #3046" ], "1.0.6": [ "[Fixed] The Branches list wouldn't display the branches for non-GitHub repositories - #3169", "[Fixed] Pushing or pulling could error when the temp directory was unavailable - #3046" ], "1.0.5": [ "[New] The command line interface now provides some helpful help! - #2372. Thanks @j-f1!", "[New] Create new branches from the Branches foldout - #2784", "[New] Add support for VSCode Insiders - #3012 #3062. Thanks @MSathieu!", "[New] Linux: Add Atom and Sublime Text support - #3133. Thanks @ziggy42!", "[New] Linux: Tilix support - #3117. Thanks @ziggy42!", "[New] Linux: Add Visual Studio Code support - #3122. Thanks @ziggy42!", "[Improved] Report errors when a problem occurs storing tokens - #3159", "[Improved] Bump to Git 2.14.3 - #3146", "[Improved] Don't try to display diffs that could cause the app to hang - #2596", "[Fixed] Handle local user accounts with URL-hostile characters - #3107", "[Fixed] Cloning a repository which uses Git LFS would leave all the files appearing modified - #3146", "[Fixed] Signing in in the Welcome flow could hang - #2769", "[Fixed] Properly replace old Git LFS configuration values - #2984" ], "1.0.5-beta1": [ "[New] Create new branches from the Branches foldout - #2784", "[New] Add support for VSCode Insiders - #3012 #3062. Thanks @MSathieu!", "[New] Linux: Add Atom and Sublime Text support - #3133. Thanks @ziggy42!", "[New] Linux: Tilix support - #3117. Thanks @ziggy42!", "[New] Linux: Add Visual Studio Code support - #3122. Thanks @ziggy42!", "[Improved] Report errors when a problem occurs storing tokens - #3159", "[Improved] Bump to Git 2.14.3 - #3146", "[Improved] Don't try to display diffs that could cause the app to hang - #2596", "[Fixed] Handle local user accounts with URL-hostile characters - #3107", "[Fixed] Cloning a repository which uses Git LFS would leave all the files appearing modified - #3146", "[Fixed] Signing in in the Welcome flow could hang - #2769", "[Fixed] Properly replace old Git LFS configuration values - #2984" ], "1.0.5-test1": [], "1.0.5-test0": [], "1.0.5-beta0": [ "[New] The command line interface now provides some helpful help! - #2372. Thanks @j-f1!" ], "1.0.4": [ "[New] Report Git LFS progress when cloning, pushing, pulling, or reverting - #2226", "[Improved] Increased diff contrast and and line gutter selection - #2586 #2181", "[Improved] Clarify why publishing a branch is disabled in various scenarios - #2773", "[Improved] Improved error message when installing the command Line tool fails - #2979. Thanks @agisilaos!", "[Improved] Format the branch name in \"Create Branch\" like we format branch names elsewhere - #2977. Thanks @j-f1!", "[Fixed] Avatars not updating after signing in - #2911", "[Fixed] Lots of bugs if there was a file named \"HEAD\" in the repository - #3009 #2721 #2938", "[Fixed] Handle duplicate config values when saving user.name and user.email - #2945", "[Fixed] The \"Create without pushing\" button when creating a new pull request wouldn't actually do anything - #2917" ], "1.0.4-beta1": [ "[New] Report Git LFS progress when cloning, pushing, pulling, or reverting - #2226", "[Improved] Increased diff contrast and and line gutter selection - #2586 #2181", "[Improved] Clarify why publishing a branch is disabled in various scenarios - #2773", "[Improved] Improved error message when installing the command Line tool fails - #2979. Thanks @agisilaos!", "[Improved] Format the branch name in \"Create Branch\" like we format branch names elsewhere - #2977. Thanks @j-f1!", "[Fixed] Avatars not updating after signing in - #2911", "[Fixed] Lots of bugs if there was a file named \"HEAD\" in the repository - #3009 #2721 #2938", "[Fixed] Handle duplicate config values when saving user.name and user.email - #2945", "[Fixed] The \"Create without pushing\" button when creating a new pull request wouldn't actually do anything - #2917 #2917" ], "1.0.4-beta0": [ "[Improved] Increase the contrast of the modified file status octicons - #2914", "[Fixed] Showing changed files in Finder/Explorer would open the file - #2909", "[Fixed] macOS: Fix app icon on High Sierra - #2915", "[Fixed] Cloning an empty repository would fail - #2897 #2906", "[Fixed] Catch logging exceptions - #2910" ], "1.0.3": [ "[Improved] Increase the contrast of the modified file status octicons - #2914", "[Fixed] Showing changed files in Finder/Explorer would open the file - #2909", "[Fixed] macOS: Fix app icon on High Sierra - #2915", "[Fixed] Cloning an empty repository would fail - #2897 #2906", "[Fixed] Catch logging exceptions - #2910" ], "1.0.2": [ "[Improved] Better message for GitHub Enterprise users when there is a network error - #2574. Thanks @agisilaos!", "[Improved] Clone error message now suggests networking might be involved - #2872. Thanks @agisilaos!", "[Improved] Include push/pull progress information in the push/pull button tooltip - #2879", "[Improved] Allow publishing a brand new, empty repository - #2773", "[Improved] Make file paths in lists selectable - #2801. Thanks @artivilla!", "[Fixed] Disable LFS hook creation when cloning - #2809", "[Fixed] Use the new URL for the \"Show User Guides\" menu item - #2792. Thanks @db6edr!", "[Fixed] Make the SHA selectable when viewing commit details - #1154", "[Fixed] Windows: Make `github` CLI work in Git Bash - #2712", "[Fixed] Use the initial path provided when creating a new repository - #2883", "[Fixed] Windows: Avoid long path limits when discarding changes - #2833", "[Fixed] Files would get deleted when undoing the first commit - #2764", "[Fixed] Find the repository root before adding it - #2832", "[Fixed] Display warning about an existing folder before cloning - #2777 #2830", "[Fixed] Show contents of directory when showing a repository from Show in Explorer/Finder instead of showing the parent - #2798" ], "1.0.2-beta1": [ "[Improved] Clone error message now suggests networking might be involved - #2872. Thanks @agisilaos!", "[Improved] Include push/pull progress information in the push/pull button tooltip - #2879", "[Improved] Allow publishing a brand new, empty repository - #2773", "[Improved] Make file paths in lists selectable - #2801. Thanks @artivilla!", "[Fixed] Use the initial path provided when creating a new repository - #2883", "[Fixed] Windows: Avoid long path limits when discarding changes - #2833", "[Fixed] Files would get deleted when undoing the first commit - #2764", "[Fixed] Find the repository root before adding it - #2832", "[Fixed] Display warning about an existing folder before cloning - #2777 #2830", "[Fixed] Show contents of directory when showing a repository from Show in Explorer/Finder instead of showing the parent - #2798" ], "1.0.2-beta0": [ "[Improved] Message for GitHub Enterprise users when there is a network error - #2574. Thanks @agisilaos!", "[Fixed] Disable LFS hook creation when cloning - #2809", "[Fixed] Use the new URL for the \"Show User Guides\" menu item - #2792. Thanks @db6edr!", "[Fixed] Make the SHA selectable when viewing commit details - #1154", "[Fixed] Windows: Make `github` CLI work in Git Bash - #2712" ], "1.0.1": [ "[Improved] Message for GitHub Enterprise users when there is a network error - #2574. Thanks @agisilaos!", "[Fixed] Disable LFS hook creation when cloning - #2809", "[Fixed] Use the new URL for the \"Show User Guides\" menu item - #2792. Thanks @db6edr!", "[Fixed] Make the SHA selectable when viewing commit details - #1154", "[Fixed] Windows: Make `github` CLI work in Git Bash - #2712" ], "1.0.1-beta0": [ "[Fixed] Use the loading/disabled state while publishing - #1995", "[Fixed] Lock down menu item states for unborn repositories - #2744 #2573", "[Fixed] Windows: Detecting the available shells and editors when using a language other than English - #2735" ], "1.0.0": [ "[Fixed] Use the loading/disabled state while publishing - #1995", "[Fixed] Lock down menu item states for unborn repositories - #2744 #2573", "[Fixed] Windows: Detecting the available shells and editors when using a language other than English - #2735" ], "1.0.0-beta3": [ "[New] Allow users to create repositories with descriptions - #2719. Thanks @davidcelis!", "[New] Use `lfs clone` for faster cloning of LFS repositories - #2679", "[Improved] Prompt to override existing LFS filters - #2693", "[Fixed] Don't install LFS hooks when checking if a repo uses LFS - #2732", "[Fixed] Ensure nothing is staged as part of undoing the first commit - #2656", "[Fixed] \"Clone with Desktop\" wouldn't include the repository name in the path - #2704" ], "0.9.1": [ "[New] Allow users to create repositories with descriptions - #2719. Thanks @davidcelis!", "[New] Use `lfs clone` for faster cloning of LFS repositories - #2679", "[Improved] Prompt to override existing LFS filters - #2693", "[Fixed] Don't install LFS hooks when checking if a repo uses LFS - #2732", "[Fixed] Ensure nothing is staged as part of undoing the first commit - #2656", "[Fixed] \"Clone with Desktop\" wouldn't include the repository name in the path - #2704" ], "1.0.0-beta2": [ "[New] Allow users to create repositories with descriptions - #2719. Thanks @davidcelis!", "[New] Use `lfs clone` for faster cloning of LFS repositories - #2679", "[Improved] Prompt to override existing LFS filters - #2693", "[Fixed] Don't install LFS hooks when checking if a repo uses LFS - #2732", "[Fixed] Ensure nothing is staged as part of undoing the first commit - #2656", "[Fixed] \"Clone with Desktop\" wouldn't include the repository name in the path - #2704" ], "0.9.0": [ "[New] Allow users to create repositories with descriptions - #2719. Thanks @davidcelis!", "[New] Use `lfs clone` for faster cloning of LFS repositories - #2679", "[Improved] Prompt to override existing LFS filters - #2693", "[Fixed] Don't install LFS hooks when checking if a repo uses LFS - #2732", "[Fixed] Ensure nothing is staged as part of undoing the first commit - #2656", "[Fixed] \"Clone with Desktop\" wouldn't include the repository name in the path - #2704" ], "0.8.2": [ "[New] Ask to install LFS filters when an LFS repository is added - #2227", "[New] Clone GitHub repositories tab - #57", "[New] Option to opt-out of confirming discarding changes - #2681", "[Fixed] Long commit summary truncation - #1742", "[Fixed] Ensure the repository list is always enabled - #2648", "[Fixed] Windows: Detecting the available shells and editors when using a non-ASCII user encoding - #2624", "[Fixed] Clicking the \"Cancel\" button on the Publish Branch dialog - #2646", "[Fixed] Windows: Don't rely on PATH for knowing where to find chcp - #2678", "[Fixed] Relocating a repository now actually does that - #2685", "[Fixed] Clicking autocompletes inserts them - #2674", "[Fixed] Use shift for shortcut chord instead of alt - #2607", "[Fixed] macOS: \"Open in Terminal\" works with repositories with spaces in their path - #2682" ], "1.0.0-beta1": [ "[New] Option to to opt-out of confirming discarding changes - #2681", "[Fixed] Windows: Don't rely on PATH for knowing where to find chcp - #2678", "[Fixed] Relocating a repository now actually does that - #2685", "[Fixed] Clicking autocompletes inserts them - #2674", "[Fixed] Use shift for shortcut chord instead of alt - #2607", "[Fixed] macOS: \"Open in Terminal\" works with repositories with spaces in their path - #2682" ], "1.0.0-beta0": [ "[New] Ask to install LFS filters when an LFS repository is added - #2227", "[New] Clone GitHub repositories tab - #57", "[Fixed] Long commit summary truncation - #1742", "[Fixed] Ensure the repository list is always enabled - #2648", "[Fixed] Windows: Detecting the available shells and editors when using a non-ASCII user encoding - #2624", "[Fixed] Clicking the \"Cancel\" button on the Publish Branch dialog - #2646" ], "0.8.1": [ "[New] 'Open in Shell' now supports multiple shells - #2473", "[New] Windows: Enable adding self-signed certificates - #2581", "[Improved] Enhanced image diffs - #2383", "[Improved] Line diffs - #2461", "[Improved] Octicons updated - #2495", "[Improved] Adds ability to close repository list using shortcut - #2532", "[Improved] Switch default buttons in the Publish Branch dialog - #2515", "[Improved] Bring back \"Contact Support\" - #1472", "[Improved] Persist repository filter text after closing repository list - #2571", "[Improved] Redesigned example commit in the Welcome flow - #2141", "[Improved] Tidy up initial \"external editor\" experience - #2551", "[Fixed] 'Include All' checkbox not in sync with partial selection - #2493", "[Fixed] Copied text from diff removed valid characters - #2499", "[Fixed] Click-focus on Windows would dismiss dialog - #2488", "[Fixed] Branch list not rendered in app - #2531", "[Fixed] Git operations checking certificate store - #2520", "[Fixed] Properly identify repositories whose remotes have a trailing slash - #2584", "[Fixed] Windows: Fix launching the `github` command line tool - #2563", "[Fixed] Use the primary email address if it's public - #2244", "[Fixed] Local branch not checked out after clone - #2561", "[Fixed] Only the most recent 30 issues would autocomplete for GitHub Enterprise repositories - #2541", "[Fixed] Missing \"View on GitHub\" menu item for non-Gitub repositories - #2615", "[Fixed] New tab opened when pressing \"]\" for certain keyboard layouts - #2607", "[Fixed] Windows: Crash when exiting full screen - #1502", "[Fixed] Windows: Detecting the available shells and editors when using a non-ASCII user encoding - #2624", "[Fixed] Ensure the repository list is always accessible - #2648" ], "0.8.1-beta4": [ "[Improved] Persist repository filter text after closing repository list - #2571", "[Improved] Redesigned example commit in the Welcome flow - #2141", "[Improved] Tidy up initial \"external editor\" experience - #2551", "[Fixed] Missing \"View on GitHub\" menu item for non-Gitub repositories - #2615", "[Fixed] New tab opened when pressing \"]\" for certain keyboard layouts - #2607", "[Fixed] Windows: Crash when exiting full screen - #1502" ], "0.8.1-beta3": [ "[New] Windows: Enable adding self-signed certificates - #2581", "[Improved] Adds ability to close repository list using shortcut - #2532", "[Improved] Switch default buttons in the Publish Branch dialog - #2515", "[Improved] Bring back \"Contact Support\" - #1472", "[Fixed] Properly identify repositories whose remotes have a trailing slash - #2584", "[Fixed] Windows: Fix launching the `github` command line tool - #2563", "[Fixed] Use the primary email address if it's public - #2244", "[Fixed] Local branch not checked out after clone - #2561", "[Fixed] Only the most recent 30 issues would autocomplete for GitHub Enterprise repositories - #2541" ], "0.8.1-beta2": [ "[Fixed] Branch list not rendered in app - #2531", "[Fixed] Git operations checking certificate store - #2520" ], "0.8.1-beta1": [ "[New] 'Open in Shell' now supports multiple shells - #2473", "[Improved] Enhanced image diffs - #2383", "[Improved] Line diffs - #2461", "[Improved] Octicons updated - #2495", "[Fixed] 'Include All' checkbox not in sync with partial selection - #2493", "[Fixed] Copied text from diff removed valid characters - #2499", "[Fixed] Click-focus on Windows would dismiss dialog - #2488" ], "0.8.1-beta0": [], "0.8.0": [ "[New] Added commit context menu - #2434", "[New] Added 'Open in External Editor' - #2009", "[New] Can choose whether a branch should be deleted on the remote as well as locally - #2136", "[New] Support authenticating with non-GitHub servers - #852", "[New] Added the ability to revert a commit - #752", "[New] Added a keyboard shortcut for opening the repository in the shell - #2138", "[Improved] Copied diff text no longer includes the line changetype markers - #1499", "[Improved] Fetch if a push fails because they need to pull first - #2431", "[Improved] Discard changes performance - #1889", "[Fixed] Show 'Add Repository' dialog when repository is dragged onto the app - #2442", "[Fixed] Dialog component did not remove event handler - #2469", "[Fixed] Open in External Editor context menu - #2475", "[Fixed] Update to Git 2.14.1 to fix security vulnerability - #2432", "[Fixed] Recent branches disappearing after renaming a branch - #2426", "[Fixed] Changing the default branch on GitHub.com is now reflected in the app - #1489", "[Fixed] Swap around some callouts for no repositories - #2447", "[Fixed] Darker unfocused selection color - #1669", "[Fixed] Increase the max sidebar width - #1588", "[Fixed] Don't say \"Publish this branch to GitHub\" for non-GitHub repositories - #1498", "[Fixed] macOS: Protocol schemes not getting registered - #2429", "[Fixed] Patches which contain the \"no newline\" marker would fail to apply - #2123", "[Fixed] Close the autocompletion popover when it loses focus - #2358", "[Fixed] Clear the selected org when switching Publish Repository tabs - #2386", "[Fixed] 'Create Without Pushing' button throwing an exception while opening a pull request - #2368", "[Fixed] Windows: Don't removing the running app out from under itself when there are updates pending - #2373", "[Fixed] Windows: Respect `core.autocrlf` and `core.safeclrf` when modifying the .gitignore - #1535", "[Fixed] Windows: Fix opening the app from the command line - #2396" ], "0.7.3-beta5": [], "0.7.3-beta4": [], "0.7.3-beta3": [], "0.7.3-beta2": [], "0.7.3-beta1": [], "0.7.3-beta0": [], "0.7.2": ["[Fixed] Issues with auto-updating to 0.7.1."], "0.7.2-beta0": [], "0.7.1": [ "[Improved] Redesigned error and warning dialogs to be clearer - #2277", "[Improved] Create Pull Request dialog shows more feedback while it's working - #2265", "[Improved] Version text is now copiable - #1935", "[Fixed] Preserve existing GitHub API information when API requests fail - #2282", "[Fixed] Pass through error messages as received from the API - #2279", "[Fixed] The Pull and Create Pull Request menu items had the same shortcut - #2274", "[Fixed] Launching the `github` command line tool from a Fish shell - #2299", "[Fixed] Help menu items now work - #2314", "[Fixed] Windows: `github` command line tool not installing after updating - #2312", "[Fixed] Caret position jumping around while changing the path for adding a local repository - #2222", "[Fixed] Error dialogs being closed too easily - #2211", "[Fixed] Windows: Non-ASCII credentials were mangled - #189" ], "0.7.1-beta5": [ "[Improved] Redesigned error and warning dialogs to be clearer - #2277", "[Improved] Create Pull Request dialog shows more feedback while it's working - #2265", "[Fixed] Preserve existing GitHub API information when API requests fail - #2282", "[Fixed] Pass through error messages as received from the API - #2279", "[Fixed] The Pull and Create Pull Request menu items had the same shortcut - #2274", "[Fixed] Launching the `github` command line tool from a Fish shell - #2299", "[Fixed] Help menu items now work - #2314", "[Fixed] Windows: `github` command line tool not installing after updating - #2312", "[Fixed] Caret position jumping around while changing the path for adding a local repository - #2222", "[Fixed] Error dialogs being closed too easily - #2211", "[Fixed] Windows: Non-ASCII credentials were mangled - #189" ], "0.7.1-beta4": [], "0.7.1-beta3": [], "0.7.1-beta2": [], "0.7.1-beta1": [], "0.7.1-beta0": [ "[Improved] Redesigned error and warning dialogs to be clearer - #2277", "[Fixed] Preserve existing GitHub API information when API requests fail - #2282", "[Fixed] Pass through error messages as received from the API - #2279", "[Fixed] The Pull and Create Pull Request menu items had the same shortcut - #2274", "[Fixed] Launching the `github` command line tool from a Fish shell - #2299" ], "0.7.0": [ "[New] Added the Branch > Create Pull Request menu item - #2135", "[New] Added the `github` command line tool - #696", "[Improved] Better error message when publishing a repository fails - #2089", "[Improved] Windows: Don't recreate the desktop shortcut if it's been deleted - #1759", "[Fixed] Cloning a repository's wiki - #1624", "[Fixed] Don't call GitHub Enterprise GitHub.com - #2094", "[Fixed] Don't push after publishing a new repository if the branch is unborn - #2086", "[Fixed] Don't close dialogs when clicking the title bar - #2056", "[Fixed] Windows: Clicking 'Show in Explorer' doesn't bring Explorer to the front - #2127", "[Fixed] Windows: Opening links doesn't bring the browser to the front - #1945", "[Fixed] macOS: Closing the window wouldn't exit fullscreen - #1901", "[Fixed] Scale blankslate images so they look nicer on high resolution displays - #1946", "[Fixed] Windows: Installer not completing or getting stuck in a loop - #1875 #1863", "[Fixed] Move the 'Forgot Password' link to fix the tab order of the sign in view - #2200" ], "0.6.3-beta7": [], "0.6.3-beta6": [], "0.6.3-beta5": [], "0.6.3-beta4": [], "0.6.3-beta3": [], "0.6.3-beta2": [], "0.6.3-beta1": [], "0.6.3-beta0": [], "0.6.2": [ "[New] Link to User Guides from the Help menu - #1963", "[New] Added the 'Open in External Editor' contextual menu item to changed files - #2023", "[New] Added the 'Show' and 'Open Command Prompt' contextual menu items to repositories - #1554", "[New] Windows: Support self-signed or untrusted certificates - #671", "[New] Copy the SHA to the clipboard when clicked - #1501", "[Improved] Provide the option of initializing a new repository when adding a directory that isn't already one - #969", "[Improved] Link to the working directory when there are no changes - #1871", "[Improved] Hitting Enter when selecting a base branch creates the new branch - #1780", "[Improved] Prefix repository names with their owner if they are ambiguous - #1848", "[Fixed] Sort and filter licenses like GitHub.com - #1987", "[Fixed] Long branch names not getting truncated in the Rename Branch dialog - #1891", "[Fixed] Prune old log files - #1540", "[Fixed] Ensure the local path is valid before trying to create a new repository - #1487", "[Fixed] Support cloning repository wikis - #1624", "[Fixed] Disable the Select All checkbox when there are no changes - #1389", "[Fixed] Changed docx files wouldn't show anything in the diff panel - #1990", "[Fixed] Disable the Merge button when there are no commits to merge - #1359", "[Fixed] Username/password authentication not working for GitHub Enterprise - #2064", "[Fixed] Better error messages when an API call fails - #2017", "[Fixed] Create the 'logs' directory if it doesn't exist - #1550", "[Fixed] Enable the 'Remove' menu item for missing repositories - #1776" ], "0.6.1": [ "[Fixed] Properly log stats opt in/out - #1949", "[Fixed] Source maps for exceptions in the main process - #1957", "[Fixed] Styling of the exception dialog - #1956", "[Fixed] Handle ambiguous references - #1947", "[Fixed] Handle non-ASCII text in diffs - #1970", "[Fixed] Uncaught exception when hitting the arrow keys after showing autocompletions - #1971", "[Fixed] Clear the organizations list when publishing a new repository and switching between tabs - #1969", "[Fixed] Push properly when a tracking branch has a different name from the local branch - #1967", "[Improved] Warn when line endings will change - #1906" ], "0.6.0": [ "[Fixed] Issue autocompletion not working for older issues - #1814", "[Fixed] GitHub repository association not working for repositories with some remote URL formats - #1826 #1679", "[Fixed] Don't try to delete a remote branch that no longer exists - #1829", "[Fixed] Tokens created by development builds would be used in production builds but wouldn't work - #1727", "[Fixed] Submodules can now be added - #708", "[Fixed] Properly handle the case where a file is added to the index but removed from the working tree - #1310", "[Fixed] Use a local image for the default avatar - #1621", "[Fixed] Make the file path in diffs selectable - #1768", "[Improved] More logging! - #1823", "[Improved] Better error message when trying to add something that's not a repository - #1747", "[Improved] Copy the shell environment into the app's environment - #1796", "[Improved] Updated to Git 2.13.0 - #1897", "[Improved] Add 'Reveal' to the contextual menu for changed files - #1566", "[Improved] Better handling of large diffs - #1818 #1524", "[Improved] App launch time - #1900" ], "0.5.9": [ "[New] Added Zoom In and Zoom Out - #1217", "[Fixed] Various errors when on an unborn branch - #1450", "[Fixed] Disable push/pull menu items when there is no remote - #1448", "[Fixed] Better error message when the GitHub Enterprise version is too old - #1628", "[Fixed] Error parsing non-JSON responses - #1505 #1522", "[Fixed] Updated the 'Install Git' help documentation link - #1797", "[Fixed] Disable menu items while in the Welcome flow - #1529", "[Fixed] Windows: Fall back to HOME if Document cannot be found - #1825", "[Improved] Close the window when an exception occurs - #1562", "[Improved] Always use merge when pulling - #1627", "[Improved] Move the 'New Branch' menu item into the Branch menu - #1757", "[Improved] Remove Repository's default button is now Cancel - #1751", "[Improved] Only fetch the default remote - #1435", "[Improved] Faster commits with many files - #1405", "[Improved] Measure startup time more reliably - #1798", "[Improved] Prefer the GitHub repository name instead of the name on disk - #664" ], "0.5.8": [ "[Fixed] Switching tabs in Preferences/Settings or Repository Settings would close the dialog - #1724", "[Improved] Standardized colors which improves contrast and readability - #1713" ], "0.5.7": [ "[Fixed] Windows: Handle protocol events which launch the app - #1582", "[Fixed] Opting out of stats reporting in the Welcome flow - #1698", "[Fixed] Commit description text being too light - #1695", "[Fixed] Exception on startup if the app was activated too quickly - #1564", "[Improved] Default directory for cloning now - #1663", "[Improved] Accessibility support - #1289", "[Improved] Lovely blank slate illustrations - #1708" ], "0.5.6": [ "[Fixed] macOS: The buttons in the Untrusted Server dialog not doing anything - #1622", "[Fixed] Better warning in Rename Branch when the branch will be created with a different name than was entered - #1480", "[Fixed] Provide a tooltip for commit summaries in the History list - #1483", "[Fixed] Prevent the Update Available banner from getting squished - #1632", "[Fixed] Title bar not responding to double-clicks - #1590 #1655", "[Improved] Discard All Changes is now accessible by right-clicking the file column header - #1635" ], "0.5.5": [ "[Fixed] Save the default path after creating a new repository - #1486", "[Fixed] Only let the user launch the browser once for the OAuth flow - #1427", "[Fixed] Don't linkify invalid URLs - #1456", "[Fixed] Excessive padding in the Merge Branch dialog - #1577", "[Fixed] Octicon pixel alignment issues - #1584", "[Fixed] Windows: Invoking some menu items would break the window's snapped state - #1603", "[Fixed] macOS: Errors authenticating while pushing - #1514", "[Fixed] Don't linkify links in the History list or in Undo - #1548 #1608 #1474", "[Fixed] Diffs not working when certain git config values were set - #1559" ], "0.5.4": [ "[Fixed] The release notes URL pointed to the wrong page - #1503", "[Fixed] Only create the `logs` directory if it doesn't already exist - #1510", "[Fixed] Uncaught exception creating a new repository if you aren't a member of any orgs - #1507", "[Fixed] Only report the first uncaught exception - #1517", "[Fixed] Include the name of the default branch in the New Branch dialog - #1449", "[Fixed] Uncaught exception if a network error occurred while loading user email addresses - #1522 #1508", "[Fixed] Uncaught exception while performing a contextual menu action - #1532", "[Improved] Move all error logging to the main process - #1473", "[Improved] Stats reporting reliability - #1561" ], "0.5.3": [ "[Fixed] Display of large image diffs - #1494", "[Fixed] Discard Changes spacing - #1495" ], "0.5.2": [ "[Fixed] Display errors that happen while publishing a repository - #1396", "[Fixed] Menu items not updating - #1462", "[Fixed] Always select the first changed file - #1306", "[Fixed] macOS: Use Title Case consistently - #1477 #1481", "[Fixed] Create Branch padding - #1479", "[Fixed] Bottom padding in commit descriptions - #1345", "[Improved] Dialog polish - #1451", "[Improved] Store logs in a logs directory - #1370", "[Improved] New Welcome illustrations - #1471", "[Improved] Request confirmation before removing a repository - #1233", "[Improved] Windows icon polish - #1457" ], "0.5.1": [ "[New] Windows: A nice little gif while installing the app - #1440", "[Fixed] Disable pinch zoom - #1431", "[Fixed] Don't show carriage return indicators in diffs - #1444", "[Fixed] History wouldn't update after switching branches - #1446", "[Improved] Include more information in exception reports - #1429", "[Improved] Updated Terms and Conditions - #1438", "[Improved] Sub-pixel anti-aliasing in some lists - #1452", "[Improved] Windows: A new application identifier, less likely to collide with other apps - #1441" ], "0.5.0": [ "[Added] Menu item for showing the app logs - #1349", "[Fixed] Don't let the two-factor authentication dialog be submitted while it's empty - #1386", "[Fixed] Undo Commit showing the wrong commit - #1373", "[Fixed] Windows: Update the icon used for the installer - #1410", "[Fixed] Undoing the first commit - #1401", "[Fixed] A second window would be opened during the OAuth dance - #1382", "[Fixed] Don't include the comment from the default merge commit message - #1367", "[Fixed] Show progress while committing - #923", "[Fixed] Windows: Merge Branch sizing would be wrong on high DPI monitors - #1210", "[Fixed] Windows: Resize the app from the top left corner - #1424", "[Fixed] Changing the destination path for cloning a repository now appends the repository's name - #1408", "[Fixed] The blank slate view could be visible briefly when the app launched - #1398", "[Improved] Performance updating menu items - #1321", "[Improved] Windows: Dim the title bar when the app loses focus - #1189" ], "0.0.39": ["[Fixed] An uncaught exception when adding a user - #1394"], "0.0.38": [ "[New] Shiny new icon! - #1221", "[New] More helpful blank slate view - #871", "[Fixed] Don't allow Undo while pushing/pulling/fetching - #1047", "[Fixed] Updating the default branch on GitHub wouldn't be reflected in the app - #1028 #1314", "[Fixed] Long repository names would overflow their container - #1331", "[Fixed] Removed development menu items in production builds - #1031 #1251 #1323 #1340", "[Fixed] Create Branch no longer changes as it's animating closed - #1304", "[Fixed] Windows: Cut / Copy / Paste menu items not working - #1379", "[Improved] Show a better error message when the user tries to authenticate with a personal access token - #1313", "[Improved] Link to the repository New Issue page from the Help menu - #1349", "[Improved] Clone in Desktop opens the Clone dialog - #918" ], "0.0.37": [ "[Fixed] Better display of the 'no newline at end of file' indicator - #1253", "[Fixed] macOS: Destructive dialogs now use the expected button order - #1315", "[Fixed] Display of submodule paths - #785", "[Fixed] Incomplete stats submission - #1337", "[Improved] Redesigned welcome flow - #1254", "[Improved] App launch time - #1225", "[Improved] Handle uncaught exceptions - #1106" ], "0.0.36": [ "[Fixed] Bugs around associating an email address with a GitHub user - #975", "[Fixed] Use the correct reference name for an unborn branch - #1283", "[Fixed] Better diffs for renamed files - #980", "[Fixed] Typo in Create Branch - #1303", "[Fixed] Don't allow whitespace-only branch names - #1288", "[Improved] Focus ring polish - #1287", "[Improved] Less intrusive update notifications - #1136", "[Improved] Faster launch time on Windows - #1309", "[Improved] Faster git information refreshing - #1305", "[Improved] More consistent use of sentence case on Windows - #1316", "[Improved] Autocomplete polish - #1241" ], "0.0.35": [ "[New] Show push/pull/fetch progress - #1238", "[Fixed] macOS: Add the Zoom menu item - #1260", "[Fixed] macOS: Don't show the titlebar while full screened - #1247", "[Fixed] Windows: Updates would make the app unresponsive - #1269", "[Fixed] Windows: Keyboard navigation in menus - #1293", "[Fixed] Windows: Repositories list item not working - #1293", "[Fixed] Auto updater errors not being propagated properly - #1266", "[Fixed] Only show the current branch tooltip on the branches button - #1275", "[Fixed] Double path truncation - #1270", "[Fixed] Sometimes toggling a file's checkbox would get undone - #1248", "[Fixed] Uncaught exception when internet connectivity was lost - #1048", "[Fixed] Cloned repositories wouldn't be associated with their GitHub repository - #1285", "[Improved] Better performance on large repositories - #1281", "[Improved] Commit summary is now expandable when the summary is long - #519", "[Improved] The SHA in historical commits is now selectable - #1154", "[Improved] The Create Branch dialog was polished and refined - #1137" ], "0.0.34": [ "[New] macOS: Users can choose whether to accept untrusted certificates - #671", "[New] Windows: Users are prompted to install git when opening a shell if it is not installed - #813", "[New] Checkout progress is shown if branch switching takes a while - #1208", "[New] Commit summary and description are automatically populated for merge conflicts - #1228", "[Fixed] Cloning repositories while not signed in - #1163", "[Fixed] Merge commits are now created as merge commits - #1216", "[Fixed] Display of diffs with /r newline - #1234", "[Fixed] Windows: Maximized windows are no longer positioned slightly off screen - #1202", "[Fixed] JSON parse errors - #1243", "[Fixed] GitHub Enterprise repositories were not associated with the proper Enterprise repository - #1242", "[Fixed] Timestamps in the Branches list would wrap - #1255", "[Fixed] Merges created from pulling wouldn't use the right git author - #1262", "[Improved] Check for update errors are suppressed if they happen in the background - #1104, #1195", "[Improved] The shortcut to show the repositories list is now command or control-T - #1220", "[Improved] Command or control-W now closes open dialogs - #949", "[Improved] Less memory usage while parsing large diffs - #1235" ], "0.0.33": ["[Fixed] Update Now wouldn't update now - #1209"], "0.0.32": [ "[New] You can now disable stats reporting from Preferences > Advanced - #1120", "[New] Acknowledgements are now available from About - #810", "[New] Open pull requests from dot com in the app - #808", "[Fixed] Don't show background fetch errors - #875", "[Fixed] No more surprise and delight - #620", "[Fixed] Can't discard renamed files - #1177", "[Fixed] Logging out of one account would log out of all accounts - #1192", "[Fixed] Renamed files truncation - #695", "[Fixed] Git on Windows now integrates with the system certificate store - #706", "[Fixed] Cloning with an account/repoository shortcut would always fail - #1150", "[Fixed] OS version reporting - #1130", "[Fixed] Publish a new repository would always fail - #1046", "[Fixed] Authentication would fail for the first repository after logging in - #1118", "[Fixed] Don't flood the user with errors if a repository disappears on disk - #1132", "[Improved] The Merge dialog uses the Branches list instead of a drop down menu - #749", "[Improved] Lots of design polish - #1188, #1183, #1170, #1184, #1181, #1179, #1142, #1125" ], "0.0.31": [ "[New] Prompt user to login when authentication error occurs - #903", "[New] Windows application has a new app menu, replaces previous hamburger menu - #991", "[New] Refreshed colours to align with GitHub website scheme - #1077", "[New] Custom about dialog on all platforms - #1102", "[Fixed] Improved error handling when probing for a GitHub Enterprise server - #1026", "[Fixed] User can cancel 2FA flow - #1057", "[Fixed] Tidy up current set of menu items - #1063", "[Fixed] Manually focus the window when a URL action has been received - #1072", "[Fixed] Disable middle-click event to prevent new windows being launched - #1074", "[Fixed] Pre-fill the account name in the Welcome wizard, not login - #1078", "[Fixed] Diffs wouldn't work if an external diff program was configured - #1123", "[Improved] Lots of design polish work - #1113, #1099, #1094, #1077" ], "0.0.30": [ "[Fixed] Crash when invoking menu item due to incorrect method signature - #1041" ], "0.0.29": [ "[New] Commit summary and description fields now display issues and mentions as links for GitHub repositories - #941", "[New] Show placeholder when the repository cannot be found on disk - #946", "[New] New Repository actions moved out of popover and into new menu - #1018", "[Fixed] Display a helpful error message when an unverified user signs into GitHub Desktop - #1010", "[Fixed] Fix kerning issue when access keys displayed - #1033", "[Fixed] Protected branches show a descriptive error when the push is rejected - #1036", "[Fixed] 'Open in shell' on Windows opens to repository location - #1037" ], "0.0.28": ["[Fixed] Bumping release notes to test deployments again"], "0.0.27": [ "[Fixed] 2FA dialog when authenticating has information for SMS authentication - #1009", "[Fixed] Autocomplete for users handles accounts containing `-` - #1008" ], "0.0.26": [ "[Fixed] Address deployment issue by properly documenting release notes" ], "0.0.25": [ "[Added] Autocomplete displays user matches - #942", "[Fixed] Handle Enter key in repository and branch list when no matches exist - #995", "[Fixed] 'Add Repository' button displays in dropdown when repository list empty - #984", "[Fixed] Correct icon displayed for non-GitHub repository - #964 #955", "[Fixed] Enter key when inside dialog submits form - #956", "[Fixed] Updated URL handler entry on macOS - #945", "[Fixed] Commit button is disabled while commit in progress - #940", "[Fixed] Handle index state change when gitginore change is discarded - #935", "[Fixed] 'Create New Branch' view squashes branch list when expanded - #927", "[Fixed] Application creates repository path if it doesn't exist on disk - #925", "[Improved] Preferences sign-in flow updated to standalone dialogs - #961" ], "0.0.24": ["Changed a thing", "Added another thing"] } }
shishirdas / Rain Fall Data Analysis Using Data ScienceContext Rainfall is very crucial things for any types of agricultural task. Climate related data is important to analyse agricultural and crop seeding related field, where those data can be used to show the predict the rainfall in different season also for different types of crops. Developed application can be found from http://ml.bigalogy.com/ Paper: http://dspace.uiu.ac.bd/handle/52243/178 Abstract Mankind have been attempting to predict the weather from prehistory. For good reason for knowing when to plant crops, when to build and when to prepare for drought and flood. In a nation such as Bangladesh being able to predict the weather, especially rainfall has never been so vitally important. The proposed research work pursues to produce prediction model on rainfall using the machine learning algorithms. The base data for this work has been collected from Bangladesh Meteorological Department. It is mainly focused on the development of models for long term rainfall prediction of Bangladesh divisions and districts (Weather Stations). Rainfall prediction is very important for the Bangladesh economy and day to day life. Scarcity or heavy - both rainfall effects rural and urban life to a great extent with the changing pattern of the climate. Unusual rainfall and long lasting rainy season is a great factor to take account into. We want to see whether too much unusual behavior is taking place another pattern resulting new clamatorial description. As agriculture is dependent on rain and heavy rainfall caused flood frequently leading to great loss to crops, rainfall is a very complex phenomenon which is dependent on various atmospheric, oceanic and geographical parameters. The relationship between these parameters and rainfall is unstable. Beside this changing behavior of clamatorial facts making the existing meteorological forecasting less usable to the users. Initially linear regression models were developed for monthly rainfall prediction of station and national level as per day month year. Here humidity, temperatures & wind parameters are used as predictors. The study is further extended by developing another popular regression analysis algorithm named Random Forest Regression. After then, few other classification algorithms have been used for model building, training and prediction. Those are Naive Bayes Classification, Decision Tree Classification (Entropy and Gini) and Random Forest Classification. In all model building and training predictor parameters were Station, Year, Month and Day. As the effect of rainfall affecting parameters is embedded in rainfall, rainfall was the label or dependent variable in these models. The developed and trained model is capable of predicting rainfall in advance for a month of a given year for a given area (for area we used here are the stations (weather parameters values are measured by Bangladesh Meteorological Department). The accuracy of rainfall estimation is above 65%. Accuracy percentage varies from algorithm to algorithm. Two regression analysis and three classification analysis models has been developed for rainfall prediction of 33 Bangladeshi weather station. Apache Spark library has been used for machine library in Scala programming language. The main idea behind the use of classification and regression analysis is to see the comparative difference between types of algorithms prediction output and the predictability along with usability. This thesis is a contribution to the effort of rainfall prediction within Bangladesh. It takes the strategy of applying machine learning models to historical weather data gathered in Bangladesh. As part of this work, a web-based software application was written using Apache Spark, Scala and HighCharts to demonstrate rainfall prediction using multiple machine learning models. Models are successively improved with the rainfall prediction accuracy. Content The given data has weather station and year wise monthly rainfall data of Bangladesh. Data is two format - 46 year (33 Weather Station) : From 1970 to 2016 Daily Rainfall Data Monthly Rainfall Data Columns: Station (Weather Station, along with Station Index) Year Month Day [For daily data file]
prkskrs / Icd 10 VersionI have scraped International Statistical Classification of Diseases and Related Health Problems 10th Revision websites's data. It has all the diseases and health problems. I have also attached csv of scraped data which contains two column "Ids" and "Description".
L597383845 / Row Col Table Recognitiontime-series row column classification
trangptm / Column NetworksColumn Networks for Collective Classification: A novel deep learning model for collective classification in multi-relational domains
Daniblit / Ensemble Predictive Model Forecasting AMGEN Stock Price At Year End 31sThe basis of this project involves analyzing Amgen future profitability based on its current business environment and financial performance. Technical Analysis, on the other hand, includes reading the charts and using statistical figures to identify the trends in the stock market. The dataset used for this analysis was downloaded from Yahoo finance for year 2009 to 2019. There are multiple variables in the dataset – date, open, high, low, volume. Adjusted close. The columns Open and Close represent the starting and final price at which the stock is traded on a day. High and Low represent the maximum, minimum price of the share for the day. The profit or loss calculation is usually determined by the closing price of a stock for the day, I used the adjusted closing price as the target variable. I downloaded data on the inflation rate, unemployment rate, Industrial Production Index, Consumer Price Index for All Urban Consumers: All Items and Real Gross Domestic Product as independent variables, Quarterly Financial Report: U.S. Corporations: Cash Dividends Charged to Retained Earnings All Manufacturing: All Nondurable Manufacturing: Chemicals: Pharmaceuticals and Medicines Industry, Producer Price Index by Industry: Pharmaceutical Preparation Manufacturing, 30-Year Treasury Constant Maturity Rate, and Producer Price Index by Industry: Pharmaceutical and Medicine Manufacturing Index. The independent variables are economic parameters which was obtained from Federal Reserve Economic Data (FRED) website. Methodology 1. Linear Regression: The linear regression model returns an equation that determines the relationship between the independent variables and the dependent variable. I used linear regression tool in Alteryx with ARIMA tool to forecast the stock prices for the year. The algorithm was trained with the historical data to see how the variables impact on the dependent variable. The test data was used to predict the adjusted closing price for the year and predicted a stock price of $193.38. 2. Support Vector Machines (SVM): Support Vector Networks (SVN), are a popular set of supervised learning algorithms originally developed for classification (categorical target) problems and can be used for regression (numerical target) problems. SVMs are memory efficient and can address many predictor variables. This model finds the best equation of one predictor, a plane (two predictors) or a hyperplane (three or more predictors) that maximally separates the groups of records, based on a measure of distance into different groups based on the target variable. A kernel function provides the measure of distance that causes to records to be placed in the same or different groups and involves taking a function of the predictor variables to define the distance metric. I used the SVM tool in Alteryx with ARIMA tool to forecast the stock prices for the year and predicted a stock price of $189.44. 3. Spline Model: The Spline Model tool was used because it provides the multivariate adaptive regression splines (or MARS) algorithm of Friedman. This statistical learning model self-determines which subset of fields best predict a target field of interest and can capture highly nonlinear relationships and interactions between fields. I used the Spline tool in Alteryx with ARIMA tool to forecast the stock prices for the year and predicted a stock price of $201.84. The results from the models was weighted by comparing the RMSE of each model. A lower RMSE indicates that the model’s predictions were closer to the actual values. However, a simpler model with the same RMSE as a more complex model is generally better, as simpler models are less likely to be overfit. Though the Spline model had a lower RMSE, the Linear Regression model had fewer variables. Thus, we combined the 3 models with the ARIMA forecast in a model ensemble, which allows us to use the results of multiple models. The forecasted stock price is $197.99 with 1.5% increase for 31st December 2019. Apart from economic parameters, stock price is affected by the news about the company and other factors like demonetization or merger/demerger of the companies. There are certain intangible factors which can often be impossible to predict beforehand hence the model predicts that the stock price of Amgen will continue to rise except there is a drastic downturn of the company.
mansipatel2508 / Yelp Review Stars Prediction With Machine LearningThe project has text vectorization, handling big data with merging and cleaning the text and getting the required columns while boosting the performance by feature extraction and parameter tuning for NN, compares the Performances through applied different models treating the problem as classification and regression both.
jayeshmanani / Decision Tree Classifier Using Scikit LearnIn this notebook, we will use scikit-learn to perform a decision tree based classification of weather data. The file daily_weather.csv is a comma-separated file that contains weather data. This data comes from a weather station located in San Diego, California. The weather station is equipped with sensors that capture weather-related measurements such as air temperature, air pressure, and relative humidity. Data was collected for a period of three years, from September 2011 to September 2014, to ensure that sufficient data for different seasons and weather conditions is captured. Let's now check all the columns in the data.
rishabhathiya / Bank Marketing# Bank Marketing Dataset ## Marketing Introduction: The process by which companies create value for customers and build strong customer relationships in order to capture value from customers in return. - Kotler and Armstrong (2010). Marketing campaigns are characterized by focusing on the customer needs and their overall satisfaction. Nevertheless, there are different variables that determine whether a marketing campaign will be successful or not. There are certain variables that we need to take into consideration when making a marketing campaign. ## The 4 Ps: 1) Segment of the Population: To which segment of the population is the marketing campaign going to address and why? This aspect of the marketing campaign is extremely important since it will tell to which part of the population should most likely receive the message of the marketing campaign. 2) Distribution channel to reach the customer's place: Implementing the most effective strategy in order to get the most out of this marketing campaign. What segment of the population should we address? Which instrument should we use to get our message out? (Ex: Telephones, Radio, TV, Social Media Etc.) 3) Price: What is the best price to offer to potential clients? (In the case of the bank's marketing campaign this is not necessary since the main interest for the bank is for potential clients to open depost accounts in order to make the operative activities of the bank to keep on running.) 4) Promotional Strategy: This is the way the strategy is going to be implemented and how are potential clients going to be address. This should be the last part of the marketing campaign analysis since there has to be an indepth analysis of previous campaigns (If possible) in order to learn from previous mistakes and to determine how to make the marketing campaign much more effective. ## What is a Term Deposit? A Term deposit is a deposit that a bank or a financial institurion offers with a fixed rate (often better than just opening deposit account) in which your money will be returned back at a specific maturity time. For more information with regards to Term Deposits please click on this link from Investopedia: https://www.investopedia.com/terms/t/termdeposit.asp ## Outline: 1. Import data from dataset and perform initial high-level analysis: look at the number of rows, look at the missing values, look at dataset columns and their values respective to the campaign outcome. 2. Clean the data: remove irrelevant columns, deal with missing and incorrect values, turn categorical columns into dummy variables. 3. Use machine learning techniques to predict the marketing campaign outcome and to find out factors, which affect the success of the campaign. ## Dataset Link https://archive.ics.uci.edu/ml/datasets/Bank+Marketing ## Dataset Information The data is related with direct marketing campaigns of a Portuguese banking institution. The marketing campaigns were based on phone calls. Often, more than one contact to the same client was required, in order to access if the product (bank term deposit) would be ('yes') or not ('no') subscribed. There are four datasets: 1) bank-additional-full.csv with all examples (41188) and 20 inputs, ordered by date (from May 2008 to November 2010), very close to the data analyzed in [Moro et al., 2014] 2) bank-additional.csv with 10% of the examples (4119), randomly selected from 1), and 20 inputs. 3) bank-full.csv with all examples and 17 inputs, ordered by date (older version of this dataset with less inputs). 4) bank.csv with 10% of the examples and 17 inputs, randomly selected from 3 (older version of this dataset with less inputs). The smallest datasets are provided to test more computationally demanding machine learning algorithms (e.g., SVM). The classification goal is to predict if the client will subscribe (yes/no) a term deposit (variable y). ## Attribute Information Input variables: #### bank client data: 1-age (numeric) 2-job : type of job (categorical: 'admin.','blue-collar','entrepreneur','housemaid','management','retired','self-employed','services','student','technician','unemployed','unknown') 3-marital : marital status (categorical: 'divorced','married','single','unknown'; note: 'divorced' means divorced or widowed) 4-education(categorical:'basic.4y','basic.6y','basic.9y','high.school','illiterate','professional.course','university.degree','unknown') 5-default: has credit in default? (categorical: 'no','yes','unknown') 6-housing: has housing loan? (categorical: 'no','yes','unknown') 7-loan: has personal loan? (categorical: 'no','yes','unknown') #### related with the last contact of the current campaign: 8-contact: contact communication type (categorical: 'cellular','telephone') 9-month: last contact month of year (categorical: 'jan', 'feb', 'mar', ..., 'nov', 'dec') 10-day_of_week: last contact day of the week (categorical: 'mon','tue','wed','thu','fri') 11-duration: last contact duration, in seconds (numeric). Important note: this attribute highly affects the output target (e.g., if duration=0 then y='no'). Yet, the duration is not known before a call is performed. Also, after the end of the call y is obviously known. Thus, this input should only be included for benchmark purposes and should be discarded if the intention is to have a realistic predictive model. #### other attributes: 12-campaign: number of contacts performed during this campaign and for this client (numeric, includes last contact) 13-pdays: number of days that passed by after the client was last contacted from a previous campaign (numeric; 999 means client was not previously contacted) 14-previous: number of contacts performed before this campaign and for this client (numeric) 15-poutcome: outcome of the previous marketing campaign (categorical: 'failure','nonexistent','success') #### social and economic context attributes 16-emp.var.rate: employment variation rate - quarterly indicator (numeric) 17-cons.price.idx: consumer price index - monthly indicator (numeric) 18-cons.conf.idx: consumer confidence index - monthly indicator (numeric) 19-euribor3m: euribor 3 month rate - daily indicator (numeric) 20-nr.employed: number of employees - quarterly indicator (numeric) Output variable (desired target): 21-y - has the client subscribed a term deposit? (binary: 'yes','no') ## License This dataset is public available for research. Citations - 1.Moro et al., 2014] S. Moro, P. Cortez and P. Rita. A Data-Driven Approach to Predict the Success of Bank Telemarketing. Decision Support Systems, Elsevier, 62:22-31, June 2014 2.Dua, D. and Graff, C. (2019). UCI Machine Learning Repository [http://archive.ics.uci.edu/ml]. Irvine, CA: University of California, School of Information and Computer Science.
shishirdas / Breast Cancer PredictionContent Past Usage: Attributes 2 through 10 have been used to represent instances. Each instance has one of 2 possible classes: benign or malignant. Wolberg,~W.~H., \& Mangasarian,~O.~L. (1990). Multisurface method of pattern separation for medical diagnosis applied to breast cytology. In {\it Proceedings of the National Academy of Sciences}, {\it 87}, 9193--9196. -- Size of data set: only 369 instances (at that point in time) -- Collected classification results: 1 trial only -- Two pairs of parallel hyperplanes were found to be consistent with 50% of the data -- Accuracy on remaining 50% of dataset: 93.5% -- Three pairs of parallel hyperplanes were found to be consistent with 67% of data -- Accuracy on remaining 33% of dataset: 95.9% Zhang,~J. (1992). Selecting typical instances in instance-based learning. In {\it Proceedings of the Ninth International Machine Learning Conference} (pp. 470--479). Aberdeen, Scotland: Morgan Kaufmann. -- Size of data set: only 369 instances (at that point in time) -- Applied 4 instance-based learning algorithms -- Collected classification results averaged over 10 trials -- Best accuracy result: -- 1-nearest neighbor: 93.7% -- trained on 200 instances, tested on the other 169 -- Also of interest: -- Using only typical instances: 92.2% (storing only 23.1 instances) -- trained on 200 instances, tested on the other 169 Relevant Information: Samples arrive periodically as Dr. Wolberg reports his clinical cases. The database therefore reflects this chronological grouping of the data. This grouping information appears immediately below, having been removed from the data itself: Group 1: 367 instances (January 1989) Group 2: 70 instances (October 1989) Group 3: 31 instances (February 1990) Group 4: 17 instances (April 1990) Group 5: 48 instances (August 1990) Group 6: 49 instances (Updated January 1991) Group 7: 31 instances (June 1991) Group 8: 86 instances (November 1991) Total: 699 points (as of the donated datbase on 15 July 1992) Note that the results summarized above in Past Usage refer to a dataset of size 369, while Group 1 has only 367 instances. This is because it originally contained 369 instances; 2 were removed. The following statements summarizes changes to the original Group 1's set of data: Group 1 : 367 points: 200B 167M (January 1989) Revised Jan 10, 1991: Replaced zero bare nuclei in 1080185 & 1187805 Revised Nov 22,1991: Removed 765878,4,5,9,7,10,10,10,3,8,1 no record : Removed 484201,2,7,8,8,4,3,10,3,4,1 zero epithelial : Changed 0 to 1 in field 6 of sample 1219406 : Changed 0 to 1 in field 8 of following sample: : 1182404,2,3,1,1,1,2,0,1,1,1 Number of Instances: 699 (as of 15 July 1992) Number of Attributes: 10 plus the class attribute Attribute Information: (class attribute has been moved to last column) Attribute Domain Sample code number id number Clump Thickness 1 - 10 Uniformity of Cell Size 1 - 10 Uniformity of Cell Shape 1 - 10 Marginal Adhesion 1 - 10 Single Epithelial Cell Size 1 - 10 Bare Nuclei 1 - 10 Bland Chromatin 1 - 10 Normal Nucleoli 1 - 10 Mitoses 1 - 10 Class: (2 for benign, 4 for malignant) Missing attribute values: 16 There are 16 instances in Groups 1 to 6 that contain a single missing (i.e., unavailable) attribute value, now denoted by "?". Class distribution: Benign: 458 (65.5%) Malignant: 241 (34.5%) Acknowledgements O. L. Mangasarian and W. H. Wolberg: "Cancer diagnosis via linear programming", SIAM News, Volume 23, Number 5, September 1990, pp 1 & 18. William H. Wolberg and O.L. Mangasarian: "Multisurface method of pattern separation for medical diagnosis applied to breast cytology", Proceedings of the National Academy of Sciences, U.S.A., Volume 87, December 1990, pp 9193-9196. O. L. Mangasarian, R. Setiono, and W.H. Wolberg: "Pattern recognition via linear programming: Theory and application to medical diagnosis", in: "Large-scale numerical optimization", Thomas F. Coleman and Yuying Li, editors, SIAM Publications, Philadelphia 1990, pp 22-30. K. P. Bennett & O. L. Mangasarian: "Robust linear programming discrimination of two linearly inseparable sets", Optimization Methods and Software 1, 1992, 23-34 (Gordon & Breach Science Publishers). Inspiration Rouse Tek Bio informatics Cytogenomics Project is an attempt to bring the human genome to the understanding of how cancers develop. All of our bodies are composed of cells. The human body has about 100 trillion cells within it. And usually those cells behave in a certain fashion. They observe certain rules, they divide when they’re told to divide, they’re quiescent when they’re told to remain dormant, they stay within a particular position within their tissue and they don’t move out of that. Occassionally however, a single cell, of those 100 trillion cells, behave in a different way. That cell keeps dividing when all its signals around it tell it to stop dividing. That cell ignores its counterparts around it and pushes them out of the way. That cell stops observing the rules of the tissue within which it is located and begins to move out of its normal position, invading into the tissues around it and sometimes entering the bloodstream and becoming a metastasis, depositing in another tissue of the body.. The reason the cell has gone rogue is because it has acquired within its genome, within its DNA, a number of abnormalities that cause it to behave as a cancer cell. All 100 trillion cells in the human body have got a copy of the human genome, they have 2 copies, 1 maternal, 1 paternal. Throughout Life all those copies of the genome in those 100 trillion cells, are acquiring abnormal changes or somatic mutations. These mutations are present in the cell and are not transmitted from parents to offspring. They are constrained to that individual cell. Those mutations occur in every cell of the body, normal and abnormal, for a number of different reasons. They occur because every time a cell divides possibly one letter of code out of 3 billion is replicated incorrectly. And that’s 1 source of somatic mutations. Another source is that our 100 trillion cells are being exposed to a number of different onslaughts like radiation, self generated chemicals from inhalation of things like tobacco smoke or even an unhealthy diet over time. Occasionally mechanisms in a particular cell make breakdown and the DNA of that cell begins to acquire somatic mutations rather more commonly than other cells. So in summary, every cell in the body acquires mutations throughout a lifetime, and as we get older we acquire more and more somatic mutations in which occasionally a particular type of gene is mutated where the protein that it makes is abnormal and drives the cell to behave in a rogue fashion that we call cancer.
peace195 / Multi Column Deep Convolutional Neural NetworksMulti-column Deep Convolutional Neural Networks for Image Classification (Tensorflow)
YRL-AIDA / RuTaBERTRuTaBERT is a framework for solving column type and property annotation problems based on fine-tuning a pre-trained language model (e.g., BERT) using a large-scale corpus of Russian-language tables.
aliriahi90 / Machine Learning Classification Regression Twitter BuzzBuzz Prediction on Twitter: Buzz Prediction on Twitter Project Description: There are two different datasets for Regression and Classification tasks. Right-most column in both the datasets is a dependent variable i.e. buzz. Data description files are also provided for both the datasets. Deciding which dataset is for which task is part of the project. Read data into Jupyter notebook, use pandas to import data into a data frame. Preprocess data: Explore data, check for missing data and apply data scaling. Justify the type of scaling used. Regression Task: Apply all the regression models you've learned so far. If your model has a scaling parameter(s) use Grid Search to find the best scaling parameter. Use plots and graphs to help you get a better glimpse of the results. Then use cross-validation to find average training and testing score. Your submission should have at least the following regression models: KNN regressor, linear regression, Ridge, Lasso, polynomial regression, SVM both simple and with kernels. Finally, find the best regressor for this dataset and train your model on the entire dataset using the best parameters and predict buzz for the test_set. Classification Task: Decide about a good evaluation strategy and justify your choice. Find best parameters for the following classification models: KNN classification, Logistic Regression, Linear Support Vector Machine, Kernelized Support Vector Machine, Decision Tree. Which model gives the best results? Buzz Prediction on Twitter Project Description: Use same datasets as Project 2. Run all the models only on 10% data. Use code given in Project 2 for sampling. Preprocess data: Explore data and apply data scaling. Regression Task: Apply any two models with bagging and any two models with pasting. Apply any two models with adaboost boosting Apply one model with gradient boosting Apply PCA on data and then apply all the models in project 2 again on data you get from PCA. Compare your results with results in project 2. You don't need to apply all the models twice. Just copy the result table from project 2, prepare similar table for all the models after PCA and compare both tables. Does PCA help in getting better results? Apply deep learning models covered in class Classification Task: Apply four voting classifiers - two with hard voting and two with soft voting Apply any two models with bagging and any two models with pasting. Apply any two models with adaboost boosting Apply one model with gradient boosting Apply PCA on data and then apply all the models in project 2 again on data you get from PCA. Compare your results with results in project 2. You don't need to apply all the models twice. Just copy the result table from project 2, prepare similar table for all the models after PCA and compare both tables. Does PCA help in getting better results? Apply deep learning models covered in class
rshikharev / Parkenson ProjectTitle: Parkinsons Disease Data Set Abstract: Oxford Parkinson's Disease Detection Dataset Data Set Characteristics: Multivariate Number of Instances: 197 Area: Life Attribute Characteristics: Real Number of Attributes: 23 Date Donated: 2008-06-26 Associated Tasks: Classification Missing Values? N/A Source: The dataset was created by Max Little of the University of Oxford, in collaboration with the National Centre for Voice and Speech, Denver, Colorado, who recorded the speech signals. The original study published the feature extraction methods for general voice disorders. Data Set Information: This dataset is composed of a range of biomedical voice measurements from 31 people, 23 with Parkinson's disease (PD). Each column in the table is a particular voice measure, and each row corresponds one of 195 voice recording from these individuals ("name" column). The main aim of the data is to discriminate healthy people from those with PD, according to "status" column which is set to 0 for healthy and 1 for PD. The data is in ASCII CSV format. The rows of the CSV file contain an instance corresponding to one voice recording. There are around six recordings per patient, the name of the patient is identified in the first column.For further information or to pass on comments, please contact Max Little (littlem '@' robots.ox.ac.uk). Further details are contained in the following reference -- if you use this dataset, please cite: Max A. Little, Patrick E. McSharry, Eric J. Hunter, Lorraine O. Ramig (2008), 'Suitability of dysphonia measurements for telemonitoring of Parkinson's disease', IEEE Transactions on Biomedical Engineering (to appear). Attribute Information: Matrix column entries (attributes): name - ASCII subject name and recording number MDVP:Fo(Hz) - Average vocal fundamental frequency MDVP:Fhi(Hz) - Maximum vocal fundamental frequency MDVP:Flo(Hz) - Minimum vocal fundamental frequency MDVP:Jitter(%),MDVP:Jitter(Abs),MDVP:RAP,MDVP:PPQ,Jitter:DDP - Several measures of variation in fundamental frequency MDVP:Shimmer,MDVP:Shimmer(dB),Shimmer:APQ3,Shimmer:APQ5,MDVP:APQ,Shimmer:DDA - Several measures of variation in amplitude NHR,HNR - Two measures of ratio of noise to tonal components in the voice status - Health status of the subject (one) - Parkinson's, (zero) - healthy RPDE,D2 - Two nonlinear dynamical complexity measures DFA - Signal fractal scaling exponent spread1,spread2,PPE - Three nonlinear measures of fundamental frequency variation Citation Request: If you use this dataset, please cite the following paper: 'Exploiting Nonlinear Recurrence and Fractal Scaling Properties for Voice Disorder Detection', Little MA, McSharry PE, Roberts SJ, Costello DAE, Moroz IM. BioMedical Engineering OnLine 2007, 6:23 (26 June 2007)
daksh26022002 / ManthanprojectFake News Detection Fake News Detection in Python In this project, we have used various natural language processing techniques and machine learning algorithms to classify fake news articles using sci-kit libraries from python. Getting Started These instructions will get you a copy of the project up and running on your local machine for development and testing purposes. See deployment for notes on how to deploy the project on a live system. Prerequisites What things you need to install the software and how to install them: Python 3.6 This setup requires that your machine has python 3.6 installed on it. you can refer to this url https://www.python.org/downloads/ to download python. Once you have python downloaded and installed, you will need to setup PATH variables (if you want to run python program directly, detail instructions are below in how to run software section). To do that check this: https://www.pythoncentral.io/add-python-to-path-python-is-not-recognized-as-an-internal-or-external-command/. Setting up PATH variable is optional as you can also run program without it and more instruction are given below on this topic. Second and easier option is to download anaconda and use its anaconda prompt to run the commands. To install anaconda check this url https://www.anaconda.com/download/ You will also need to download and install below 3 packages after you install either python or anaconda from the steps above Sklearn (scikit-learn) numpy scipy if you have chosen to install python 3.6 then run below commands in command prompt/terminal to install these packages pip install -U scikit-learn pip install numpy pip install scipy if you have chosen to install anaconda then run below commands in anaconda prompt to install these packages conda install -c scikit-learn conda install -c anaconda numpy conda install -c anaconda scipy Dataset used The data source used for this project is LIAR dataset which contains 3 files with .tsv format for test, train and validation. Below is some description about the data files used for this project. LIAR: A BENCHMARK DATASET FOR FAKE NEWS DETECTION William Yang Wang, "Liar, Liar Pants on Fire": A New Benchmark Dataset for Fake News Detection, to appear in Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (ACL 2017), short paper, Vancouver, BC, Canada, July 30-August 4, ACL. the original dataset contained 13 variables/columns for train, test and validation sets as follows: Column 1: the ID of the statement ([ID].json). Column 2: the label. (Label class contains: True, Mostly-true, Half-true, Barely-true, FALSE, Pants-fire) Column 3: the statement. Column 4: the subject(s). Column 5: the speaker. Column 6: the speaker's job title. Column 7: the state info. Column 8: the party affiliation. Column 9-13: the total credit history count, including the current statement. 9: barely true counts. 10: false counts. 11: half true counts. 12: mostly true counts. 13: pants on fire counts. Column 14: the context (venue / location of the speech or statement). To make things simple we have chosen only 2 variables from this original dataset for this classification. The other variables can be added later to add some more complexity and enhance the features. Below are the columns used to create 3 datasets that have been in used in this project Column 1: Statement (News headline or text). Column 2: Label (Label class contains: True, False) You will see that newly created dataset has only 2 classes as compared to 6 from original classes. Below is method used for reducing the number of classes. Original -- New True -- True Mostly-true -- True Half-true -- True Barely-true -- False False -- False Pants-fire -- False The dataset used for this project were in csv format named train.csv, test.csv and valid.csv and can be found in repo. The original datasets are in "liar" folder in tsv format. File descriptions DataPrep.py This file contains all the pre processing functions needed to process all input documents and texts. First we read the train, test and validation data files then performed some pre processing like tokenizing, stemming etc. There are some exploratory data analysis is performed like response variable distribution and data quality checks like null or missing values etc. FeatureSelection.py In this file we have performed feature extraction and selection methods from sci-kit learn python libraries. For feature selection, we have used methods like simple bag-of-words and n-grams and then term frequency like tf-tdf weighting. we have also used word2vec and POS tagging to extract the features, though POS
lokyGit / Ionosphere Signals PredictionThis project is about analyzing Ionosphere data and measuring the accuracies of the electromagnetic signal data. The radar statistics were gathered by an arrangement in Goose Bay, Labrador. This system involves a phased array of 16 high-frequency transmitters with an aggregate transferred power on the order of 6.4 kilowatts. Expected waves were handled by exercising an autocorrelation function whose arguments are the time of a pulse and the pulse number. There were 17 pulse numbers for the Goose Bay system. Two attributes per pulse number describe instances in this database. This dataset describes high-frequency antenna returns from high energy particles in the atmosphere, and whether the return shows structure or not. The problem is a binary classification that contains 351 instances and 35 numerical attributes. The majority of the data in this set are continuous data points which range between -1 and 1, with one binomial variable which defines the type of the electromagnetic signals. The objective of the project is to measure the accuracies of ‘good’ instances and ‘bad’ cases by feeding the dataset to the machine learning models mentioned below and report some of the measures to improve the overall performance of the models. Predicting the good and bad signals is very important as these signals propagate through distant places and contribute in providing better communication and help in improving the navigation. We will predict the good and bad signal results using 3 methods - KNN, GLM and decision tree and then use ensemble techniques to improve the accuracy of the model. In the ensemble technique, we will use the stacking method. We observed that generalized linear model has better classification rate among the rest and after implementing stacking technique we were able to improve the overall performance of the stacked models. Introduction Source Information: -- Donor: Vince Sigillito (vgs@aplcen.apl.jhu.edu) -- Date: 1989 -- Source: Space Physics Group, Applied Physics Laboratory, Johns Hopkins University, MD 20723 The first 34 columns are continuous numerical data which represent 17 pulse numbers of received electromagnetic signals. There are two attributes per pulse number, which is the time of the pulse and the pulse number. The 35th column is categorical data "good" or "bad". "good" means those radar showing evidence of some type of structure in the ionosphere. “bad" implies those radar does not indicate their signals pass through the ionosphere. Implementation of the Project First, we install the necessary packages and load the required libraries as mentioned below and then we read the dataset in R. We convert the last column label feature from character to factor. Next, to identify the important features we applied fitted Boruta model with the data and found out that column two i.e, V2 is not important and therefore, we removed V2 from the dataset and Created the significant dataset with important variables only. Then we split the dataset to train dataset and test dataset. Once, we have the training and test datasets we made use of knn() available in Class library for implementing KNN algorithm and glm() to implement logistic regression and rpart () to implement decision tree methods on our dataset. We chose these methods for our prediction and data analysis as we have binomial variable data with a binomial output. Because the above-mentioned algorithms perform better while dealing with categorical data points, we decided to implement the aforesaid classification methods. After completing with our modelling, we decided to improve the resulted accuracies of the models by implementing ensemble technique and we chose stacking for this case because it’s designed to combine model outputs of different types.
arkavb / Natural Language Processing Of Company Review DataIn this project we will be classifying reviews given by the employers for the employee or the company as positive or negative reviews. The dataset contains 67,529 rows and 15 columns. The dataset has information primarily regarding the company, position, date, pros and cons. This project can help a company analyze the ratio of employees that are satisfied or not satisfied with their work environment. This can help in future improvements and help give a better experience to the future employees. Using the word cloud for positive and negative sentiment, they can better understand which problems are more precarious than the others and focus on them rather than those that don’t need immediate attention. This can also be leveraged by rival companies to understand the problems of the competition to avoid those themselves. The positive views can also be used extensively to understand why the competition may be prospering and can be incorporated into a company’s work culture for a holistic work experience. Using sentiment analysis on reviews of any kind can help in understanding the deep-seated issues with a product or a workplace and can also be used to optimize on all the things that are going right and strive towards excellence. Steps: Data collection: the first step of sentiment analysis consists of collecting data from user generated content contained in blogs, forums, social networks and text analytics and natural language processing are used to extract and classify. In our case it is collected from Kaggle. Text preparation: consists of cleaning the extracted data before analysis. We will be using techniques such as bag of words and lemmatization. Feature Extraction: the extracted sentences of the reviews and opinions are examined. Use word embedding (count vectorizer, tf-idf transformation, Word2Vec) to transform reviews into numerical representations. Machine learning classifier: Fit numerical representations of reviews to machine learning algorithms. We will be using Naïve Bayes, Logistic Regression, Random Forest and LSTM. Sentiment classification: Subjective sentences are classified in positive, negative, good or bad. Presentation of output: the main objective of sentiment analysis is to convert unstructured text into meaningful
bhjadhav / EHR Incentive Program Analysis PythonThe Medicare Electronic Health Record (EHR) Incentive Program provides incentives to eligible clinicians and hospitals to adopt electronic health records. This dataset combines meaningful use attestations from the Medicare EHR Incentive Program and certified health IT product data from the ONC Certified Health IT Product List (CHPL) to identify the unique vendors, products, and product types of each certified health IT product used to attest to meaningful use. (data, 2017) Data set merges information about the Centers for Medicare and Medicaid Services, Medicare and Medicaid EHR Incentive Programs attestations with the Office of the National Coordinator for Health IT Certified Health IT Products List. This new dataset enables systematic analysis of the distribution of certified EHR vendors and products among those providers that have attested to meaningful use within the CMS EHR Incentive Programs. The data set can be analyzed by state, provider type, provider specialty, and practice setting. (Technology, 2017) The dataset also includes important provider-specific data, related to the provider's participation and status in the program, unique provider identifiers, and other characteristics unique to each provider, like geography and provider type. Because providers may declare more than one EHR product when attesting, this list also provides a unique ID (i.e. NPI) for each provider. The Medicare EHR Incentive Program provides incentive payments to eligible providers as they adopt, implement, upgrade, or demonstrate meaningful use of certified EHR technology. The CHPL provides the authoritative, comprehensive listing of certified health IT products that have been tested under the ONC Certification Program. (data, 2017) The complete dataset exceeds 1 million rows of data. This data is intended to provide names of EHR products and their vendors, the certification classification of each product (Complete or Modular), the healthcare setting for which the product was certified (Ambulatory or Inpatient), the type of provider attesting to “meaningful use” of an HER, the Incentive Program the provider attested in (Medicare or Medicare/Medicaid), Unique ID for each attestation, Version of EHR product and the Stage of Meaningful Use that the provider attested to (Stage 1/Stage 2). The size of the dataset is 370 MB with 23 columns giving all the necessary information about it. The information in this dataset is from April 2011 till present which is very useful for finding interesting trends from this dataset.
tvquynh / Api Import DatasetThis dataset is part of my Master's research on malware detection and classification using the XGBoost library. The dataset is a collection of 1.55 million of 1000 API import features extract from the EMBER dataset 2017 v2 and 2018. All duplicated records are removed. Instructions: * FEATURES * Column name: sha256 Description: SHA256 hash of the example Type: string Column name: appeared Description: appeared date of the sample Type: date (yyyy-mm format) Column name: label Description: specify malware or goodware of the sample Type: integer Column name: GetProcAddress Description: Most imported function (1st) Type: 0 (Not imported) or 1 (Imported) ... Column name: LookupAccountSidW Description: Least imported function (1000th) Type: 0 (Not imported) or 1 (Imported)
