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scikit-learn-contrib / LightningLarge-scale linear classification, regression and ranking in Python
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.'
Aastha2104 / Parkinson Disease PredictionIntroduction Parkinson’s Disease is the second most prevalent neurodegenerative disorder after Alzheimer’s, affecting more than 10 million people worldwide. Parkinson’s is characterized primarily by the deterioration of motor and cognitive ability. There is no single test which can be administered for diagnosis. Instead, doctors must perform a careful clinical analysis of the patient’s medical history. Unfortunately, this method of diagnosis is highly inaccurate. A study from the National Institute of Neurological Disorders finds that early diagnosis (having symptoms for 5 years or less) is only 53% accurate. This is not much better than random guessing, but an early diagnosis is critical to effective treatment. Because of these difficulties, I investigate a machine learning approach to accurately diagnose Parkinson’s, using a dataset of various speech features (a non-invasive yet characteristic tool) from the University of Oxford. Why speech features? Speech is very predictive and characteristic of Parkinson’s disease; almost every Parkinson’s patient experiences severe vocal degradation (inability to produce sustained phonations, tremor, hoarseness), so it makes sense to use voice to diagnose the disease. Voice analysis gives the added benefit of being non-invasive, inexpensive, and very easy to extract clinically. Background Parkinson's Disease Parkinson’s is a progressive neurodegenerative condition resulting from the death of the dopamine containing cells of the substantia nigra (which plays an important role in movement). Symptoms include: “frozen” facial features, bradykinesia (slowness of movement), akinesia (impairment of voluntary movement), tremor, and voice impairment. Typically, by the time the disease is diagnosed, 60% of nigrostriatal neurons have degenerated, and 80% of striatal dopamine have been depleted. Performance Metrics TP = true positive, FP = false positive, TN = true negative, FN = false negative Accuracy: (TP+TN)/(P+N) Matthews Correlation Coefficient: 1=perfect, 0=random, -1=completely inaccurate Algorithms Employed Logistic Regression (LR): Uses the sigmoid logistic equation with weights (coefficient values) and biases (constants) to model the probability of a certain class for binary classification. An output of 1 represents one class, and an output of 0 represents the other. Training the model will learn the optimal weights and biases. Linear Discriminant Analysis (LDA): Assumes that the data is Gaussian and each feature has the same variance. LDA estimates the mean and variance for each class from the training data, and then uses properties of statistics (Bayes theorem , Gaussian distribution, etc) to compute the probability of a particular instance belonging to a given class. The class with the largest probability is the prediction. k Nearest Neighbors (KNN): Makes predictions about the validation set using the entire training set. KNN makes a prediction about a new instance by searching through the entire set to find the k “closest” instances. “Closeness” is determined using a proximity measurement (Euclidean) across all features. The class that the majority of the k closest instances belong to is the class that the model predicts the new instance to be. Decision Tree (DT): Represented by a binary tree, where each root node represents an input variable and a split point, and each leaf node contains an output used to make a prediction. Neural Network (NN): Models the way the human brain makes decisions. Each neuron takes in 1+ inputs, and then uses an activation function to process the input with weights and biases to produce an output. Neurons can be arranged into layers, and multiple layers can form a network to model complex decisions. Training the network involves using the training instances to optimize the weights and biases. Naive Bayes (NB): Simplifies the calculation of probabilities by assuming that all features are independent of one another (a strong but effective assumption). Employs Bayes Theorem to calculate the probabilities that the instance to be predicted is in each class, then finds the class with the highest probability. Gradient Boost (GB): Generally used when seeking a model with very high predictive performance. Used to reduce bias and variance (“error”) by combining multiple “weak learners” (not very good models) to create a “strong learner” (high performance model). Involves 3 elements: a loss function (error function) to be optimized, a weak learner (decision tree) to make predictions, and an additive model to add trees to minimize the loss function. Gradient descent is used to minimize error after adding each tree (one by one). Engineering Goal Produce a machine learning model to diagnose Parkinson’s disease given various features of a patient’s speech with at least 90% accuracy and/or a Matthews Correlation Coefficient of at least 0.9. Compare various algorithms and parameters to determine the best model for predicting Parkinson’s. Dataset Description Source: the University of Oxford 195 instances (147 subjects with Parkinson’s, 48 without Parkinson’s) 22 features (elements that are possibly characteristic of Parkinson’s, such as frequency, pitch, amplitude / period of the sound wave) 1 label (1 for Parkinson’s, 0 for no Parkinson’s) Project Pipeline pipeline Summary of Procedure Split the Oxford Parkinson’s Dataset into two parts: one for training, one for validation (evaluate how well the model performs) Train each of the following algorithms with the training set: Logistic Regression, Linear Discriminant Analysis, k Nearest Neighbors, Decision Tree, Neural Network, Naive Bayes, Gradient Boost Evaluate results using the validation set Repeat for the following training set to validation set splits: 80% training / 20% validation, 75% / 25%, and 70% / 30% Repeat for a rescaled version of the dataset (scale all the numbers in the dataset to a range from 0 to 1: this helps to reduce the effect of outliers) Conduct 5 trials and average the results Data a_o a_r m_o m_r Data Analysis In general, the models tended to perform the best (both in terms of accuracy and Matthews Correlation Coefficient) on the rescaled dataset with a 75-25 train-test split. The two highest performing algorithms, k Nearest Neighbors and the Neural Network, both achieved an accuracy of 98%. The NN achieved a MCC of 0.96, while KNN achieved a MCC of 0.94. These figures outperform most existing literature and significantly outperform current methods of diagnosis. Conclusion and Significance These robust results suggest that a machine learning approach can indeed be implemented to significantly improve diagnosis methods of Parkinson’s disease. Given the necessity of early diagnosis for effective treatment, my machine learning models provide a very promising alternative to the current, rather ineffective method of diagnosis. Current methods of early diagnosis are only 53% accurate, while my machine learning model produces 98% accuracy. This 45% increase is critical because an accurate, early diagnosis is needed to effectively treat the disease. Typically, by the time the disease is diagnosed, 60% of nigrostriatal neurons have degenerated, and 80% of striatal dopamine have been depleted. With an earlier diagnosis, much of this degradation could have been slowed or treated. My results are very significant because Parkinson’s affects over 10 million people worldwide who could benefit greatly from an early, accurate diagnosis. Not only is my machine learning approach more accurate in terms of diagnostic accuracy, it is also more scalable, less expensive, and therefore more accessible to people who might not have access to established medical facilities and professionals. The diagnosis is also much simpler, requiring only a 10-15 second voice recording and producing an immediate diagnosis. Future Research Given more time and resources, I would investigate the following: Create a mobile application which would allow the user to record his/her voice, extract the necessary vocal features, and feed it into my machine learning model to diagnose Parkinson’s. Use larger datasets in conjunction with the University of Oxford dataset. Tune and improve my models even further to achieve even better results. Investigate different structures and types of neural networks. Construct a novel algorithm specifically suited for the prediction of Parkinson’s. Generalize my findings and algorithms for all types of dementia disorders, such as Alzheimer’s. References Bind, Shubham. "A Survey of Machine Learning Based Approaches for Parkinson Disease Prediction." International Journal of Computer Science and Information Technologies 6 (2015): n. pag. International Journal of Computer Science and Information Technologies. 2015. Web. 8 Mar. 2017. Brooks, Megan. "Diagnosing Parkinson's Disease Still Challenging." Medscape Medical News. National Institute of Neurological Disorders, 31 July 2014. Web. 20 Mar. 2017. 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) Hashmi, Sumaiya F. "A Machine Learning Approach to Diagnosis of Parkinson’s Disease."Claremont Colleges Scholarship. Claremont College, 2013. Web. 10 Mar. 2017. Karplus, Abraham. "Machine Learning Algorithms for Cancer Diagnosis." Machine Learning Algorithms for Cancer Diagnosis (n.d.): n. pag. Mar. 2012. Web. 20 Mar. 2017. Little, Max. "Parkinsons Data Set." UCI Machine Learning Repository. University of Oxford, 26 June 2008. Web. 20 Feb. 2017. Ozcift, Akin, and Arif Gulten. "Classifier Ensemble Construction with Rotation Forest to Improve Medical Diagnosis Performance of Machine Learning Algorithms." Computer Methods and Programs in Biomedicine 104.3 (2011): 443-51. Semantic Scholar. 2011. Web. 15 Mar. 2017. "Parkinson’s Disease Dementia." UCI MIND. N.p., 19 Oct. 2015. Web. 17 Feb. 2017. Salvatore, C., A. Cerasa, I. Castiglioni, F. Gallivanone, A. Augimeri, M. Lopez, G. Arabia, M. Morelli, M.c. Gilardi, and A. Quattrone. "Machine Learning on Brain MRI Data for Differential Diagnosis of Parkinson's Disease and Progressive Supranuclear Palsy."Journal of Neuroscience Methods 222 (2014): 230-37. 2014. Web. 18 Mar. 2017. Shahbakhi, Mohammad, Danial Taheri Far, and Ehsan Tahami. "Speech Analysis for Diagnosis of Parkinson’s Disease Using Genetic Algorithm and Support Vector Machine."Journal of Biomedical Science and Engineering 07.04 (2014): 147-56. Scientific Research. July 2014. Web. 2 Mar. 2017. "Speech and Communication." Speech and Communication. Parkinson's Disease Foundation, n.d. Web. 22 Mar. 2017. Sriram, Tarigoppula V. S., M. Venkateswara Rao, G. V. Satya Narayana, and D. S. V. G. K. Kaladhar. "Diagnosis of Parkinson Disease Using Machine Learning and Data Mining Systems from Voice Dataset." SpringerLink. Springer, Cham, 01 Jan. 1970. Web. 17 Mar. 2017.
PaddlePaddle / PLSCPaddle Large Scale Classification Tools，supports ArcFace, CosFace, PartialFC, Data Parallel + Model Parallel. Model includes ResNet, ViT, Swin, DeiT, CaiT, FaceViT, MoCo, MAE, ConvMAE, CAE.
duyvuleo / VNTCA Large-scale Vietnamese News Text Classification Corpus
iliaschalkidis / Lmtc Eurlex57kLarge-Scale Multi-Label Text Classification on EU Legislation
yl-1993 / HfsoftmaxAccelerated Training for Massive Classification via Dynamic Class Selection (AAAI 2018, Oral)
sekilab / VehicleOrientationDatasetThe vehicle orientation dataset is a large-scale dataset containing more than one million annotations for vehicle detection with simultaneous orientation classification using a standard object detection network.
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. Thanks @say25!", "[Added] \"Exit\" menu item now has accelerator and access key - #6507. Thanks @AndreiMaga!", "[Added] Help menu entry to view documentation about keyboard shortcuts - #7184", "[Added] \"Discard all changes\" action under Branch menu - #7394. Thanks @ahuth!", "[Fixed] \"Esc\" key does not close Repository or Branch list - #7177. Thanks @roottool!", "[Fixed] Attempting to revert commits not on current branch results in an error - #6300. 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. Thanks @Daniel-McCarthy!", "[Improved] Show explanation for manually conflicted text files in diff viewer - #7611", "[Improved] Alignment of entries in repository list - #7133" ], "1.7.0-beta9": [ "[Fixed] Add warning when renaming a branch with a stash - #7283", "[Fixed] Restore Desktop to main screen when external monitor removed - #7418 #2107. Thanks @say25!", "[Improved] Performance for bringing uncommitted changes to another branch - #7474" ], "1.7.0-beta8": [ "[Added] Accelerator and access key to \"Exit\" menu item - #6507. Thanks @AndreiMaga!", "[Fixed] Pressing \"Shift\" + \"Alt\" in Commit summary moves input-focus to app menu - #6366. Thanks @AndreiMaga!", "[Fixed] Incorrectly encoding URLs affects issue filtering - #7506", "[Improved] Command line interface warns with helpful message when given a remote URL - #7452. 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"] } }
Aryia-Behroziuan / NeuronsAn ANN is a model based on a collection of connected units or nodes called "artificial neurons", which loosely model the neurons in a biological brain. Each connection, like the synapses in a biological brain, can transmit information, a "signal", from one artificial neuron to another. An artificial neuron that receives a signal can process it and then signal additional artificial neurons connected to it. In common ANN implementations, the signal at a connection between artificial neurons is a real number, and the output of each artificial neuron is computed by some non-linear function of the sum of its inputs. The connections between artificial neurons are called "edges". Artificial neurons and edges typically have a weight that adjusts as learning proceeds. The weight increases or decreases the strength of the signal at a connection. Artificial neurons may have a threshold such that the signal is only sent if the aggregate signal crosses that threshold. Typically, artificial neurons are aggregated into layers. Different layers may perform different kinds of transformations on their inputs. Signals travel from the first layer (the input layer) to the last layer (the output layer), possibly after traversing the layers multiple times. The original goal of the ANN approach was to solve problems in the same way that a human brain would. However, over time, attention moved to performing specific tasks, leading to deviations from biology. Artificial neural networks have been used on a variety of tasks, including computer vision, speech recognition, machine translation, social network filtering, playing board and video games and medical diagnosis. Deep learning consists of multiple hidden layers in an artificial neural network. This approach tries to model the way the human brain processes light and sound into vision and hearing. Some successful applications of deep learning are computer vision and speech recognition.[68] Decision trees Main article: Decision tree learning Decision tree learning uses a decision tree as a predictive model to go from observations about an item (represented in the branches) to conclusions about the item's target value (represented in the leaves). It is one of the predictive modeling approaches used in statistics, data mining, and machine learning. Tree models where the target variable can take a discrete set of values are called classification trees; in these tree structures, leaves represent class labels and branches represent conjunctions of features that lead to those class labels. Decision trees where the target variable can take continuous values (typically real numbers) are called regression trees. In decision analysis, a decision tree can be used to visually and explicitly represent decisions and decision making. In data mining, a decision tree describes data, but the resulting classification tree can be an input for decision making. Support vector machines Main article: Support vector machines Support vector machines (SVMs), also known as support vector networks, are a set of related supervised learning methods used for classification and regression. Given a set of training examples, each marked as belonging to one of two categories, an SVM training algorithm builds a model that predicts whether a new example falls into one category or the other.[69] An SVM training algorithm is a non-probabilistic, binary, linear classifier, although methods such as Platt scaling exist to use SVM in a probabilistic classification setting. In addition to performing linear classification, SVMs can efficiently perform a non-linear classification using what is called the kernel trick, implicitly mapping their inputs into high-dimensional feature spaces. Illustration of linear regression on a data set. Regression analysis Main article: Regression analysis Regression analysis encompasses a large variety of statistical methods to estimate the relationship between input variables and their associated features. Its most common form is linear regression, where a single line is drawn to best fit the given data according to a mathematical criterion such as ordinary least squares. The latter is often extended by regularization (mathematics) methods to mitigate overfitting and bias, as in ridge regression. When dealing with non-linear problems, go-to models include polynomial regression (for example, used for trendline fitting in Microsoft Excel[70]), logistic regression (often used in statistical classification) or even kernel regression, which introduces non-linearity by taking advantage of the kernel trick to implicitly map input variables to higher-dimensional space. Bayesian networks Main article: Bayesian network A simple Bayesian network. Rain influences whether the sprinkler is activated, and both rain and the sprinkler influence whether the grass is wet. A Bayesian network, belief network, or directed acyclic graphical model is a probabilistic graphical model that represents a set of random variables and their conditional independence with a directed acyclic graph (DAG). For example, a Bayesian network could represent the probabilistic relationships between diseases and symptoms. Given symptoms, the network can be used to compute the probabilities of the presence of various diseases. Efficient algorithms exist that perform inference and learning. Bayesian networks that model sequences of variables, like speech signals or protein sequences, are called dynamic Bayesian networks. Generalizations of Bayesian networks that can represent and solve decision problems under uncertainty are called influence diagrams. Genetic algorithms Main article: Genetic algorithm A genetic algorithm (GA) is a search algorithm and heuristic technique that mimics the process of natural selection, using methods such as mutation and crossover to generate new genotypes in the hope of finding good solutions to a given problem. In machine learning, genetic algorithms were used in the 1980s and 1990s.[71][72] Conversely, machine learning techniques have been used to improve the performance of genetic and evolutionary algorithms.[73] Training models Usually, machine learning models require a lot of data in order for them to perform well. Usually, when training a machine learning model, one needs to collect a large, representative sample of data from a training set. Data from the training set can be as varied as a corpus of text, a collection of images, and data collected from individual users of a service. Overfitting is something to watch out for when training a machine learning model. Federated learning Main article: Federated learning Federated learning is an adapted form of distributed artificial intelligence to training machine learning models that decentralizes the training process, allowing for users' privacy to be maintained by not needing to send their data to a centralized server. This also increases efficiency by decentralizing the training process to many devices. For example, Gboard uses federated machine learning to train search query prediction models on users' mobile phones without having to send individual searches back to Google.[74] Applications There are many applications for machine learning, including: Agriculture Anatomy Adaptive websites Affective computing Banking Bioinformatics Brain–machine interfaces Cheminformatics Citizen science Computer networks Computer vision Credit-card fraud detection Data quality DNA sequence classification Economics Financial market analysis[75] General game playing Handwriting recognition Information retrieval Insurance Internet fraud detection Linguistics Machine learning control Machine perception Machine translation Marketing Medical diagnosis Natural language processing Natural language understanding Online advertising Optimization Recommender systems Robot locomotion Search engines Sentiment analysis Sequence mining Software engineering Speech recognition Structural health monitoring Syntactic pattern recognition Telecommunication Theorem proving Time series forecasting User behavior analytics In 2006, the media-services provider Netflix held the first "Netflix Prize" competition to find a program to better predict user preferences and improve the accuracy of its existing Cinematch movie recommendation algorithm by at least 10%. A joint team made up of researchers from AT&T Labs-Research in collaboration with the teams Big Chaos and Pragmatic Theory built an ensemble model to win the Grand Prize in 2009 for $1 million.[76] Shortly after the prize was awarded, Netflix realized that viewers' ratings were not the best indicators of their viewing patterns ("everything is a recommendation") and they changed their recommendation engine accordingly.[77] In 2010 The Wall Street Journal wrote about the firm Rebellion Research and their use of machine learning to predict the financial crisis.[78] In 2012, co-founder of Sun Microsystems, Vinod Khosla, predicted that 80% of medical doctors' jobs would be lost in the next two decades to automated machine learning medical diagnostic software.[79] In 2014, it was reported that a machine learning algorithm had been applied in the field of art history to study fine art paintings and that it may have revealed previously unrecognized influences among artists.[80] In 2019 Springer Nature published the first research book created using machine learning.[81] Limitations Although machine learning has been transformative in some fields, machine-learning programs often fail to deliver expected results.[82][83][84] Reasons for this are numerous: lack of (suitable) data, lack of access to the data, data bias, privacy problems, badly chosen tasks and algorithms, wrong tools and people, lack of resources, and evaluation problems.[85] In 2018, a self-driving car from Uber failed to detect a pedestrian, who was killed after a collision.[86] Attempts to use machine learning in healthcare with the IBM Watson system failed to deliver even after years of time and billions of dollars invested.[87][88] Bias Main article: Algorithmic bias Machine learning approaches in particular can suffer from different data biases. A machine learning system trained on current customers only may not be able to predict the needs of new customer groups that are not represented in the training data. When trained on man-made data, machine learning is likely to pick up the same constitutional and unconscious biases already present in society.[89] Language models learned from data have been shown to contain human-like biases.[90][91] Machine learning systems used for criminal risk assessment have been found to be biased against black people.[92][93] In 2015, Google photos would often tag black people as gorillas,[94] and in 2018 this still was not well resolved, but Google reportedly was still using the workaround to remove all gorillas from the training data, and thus was not able to recognize real gorillas at all.[95] Similar issues with recognizing non-white people have been found in many other systems.[96] In 2016, Microsoft tested a chatbot that learned from Twitter, and it quickly picked up racist and sexist language.[97] Because of such challenges, the effective use of machine learning may take longer to be adopted in other domains.[98] Concern for fairness in machine learning, that is, reducing bias in machine learning and propelling its use for human good is increasingly expressed by artificial intelligence scientists, including Fei-Fei Li, who reminds engineers that "There’s nothing artificial about AI...It’s inspired by people, it’s created by people, and—most importantly—it impacts people. It is a powerful tool we are only just beginning to understand, and that is a profound responsibility.”[99] Model assessments Classification of machine learning models can be validated by accuracy estimation techniques like the holdout method, which splits the data in a training and test set (conventionally 2/3 training set and 1/3 test set designation) and evaluates the performance of the training model on the test set. In comparison, the K-fold-cross-validation method randomly partitions the data into K subsets and then K experiments are performed each respectively considering 1 subset for evaluation and the remaining K-1 subsets for training the model. In addition to the holdout and cross-validation methods, bootstrap, which samples n instances with replacement from the dataset, can be used to assess model accuracy.[100] In addition to overall accuracy, investigators frequently report sensitivity and specificity meaning True Positive Rate (TPR) and True Negative Rate (TNR) respectively. Similarly, investigators sometimes report the false positive rate (FPR) as well as the false negative rate (FNR). However, these rates are ratios that fail to reveal their numerators and denominators. The total operating characteristic (TOC) is an effective method to express a model's diagnostic ability. TOC shows the numerators and denominators of the previously mentioned rates, thus TOC provides more information than the commonly used receiver operating characteristic (ROC) and ROC's associated area under the curve (AUC).[101] Ethics Machine learning poses a host of ethical questions. Systems which are trained on datasets collected with biases may exhibit these biases upon use (algorithmic bias), thus digitizing cultural prejudices.[102] For example, using job hiring data from a firm with racist hiring policies may lead to a machine learning system duplicating the bias by scoring job applicants against similarity to previous successful applicants.[103][104] Responsible collection of data and documentation of algorithmic rules used by a system thus is a critical part of machine learning. Because human languages contain biases, machines trained on language corpora will necessarily also learn these biases.[105][106] Other forms of ethical challenges, not related to personal biases, are more seen in health care. There are concerns among health care professionals that these systems might not be designed in the public's interest but as income-generating machines. This is especially true in the United States where there is a long-standing ethical dilemma of improving health care, but also increasing profits. For example, the algorithms could be designed to provide patients with unnecessary tests or medication in which the algorithm's proprietary owners hold stakes. There is huge potential for machine learning in health care to provide professionals a great tool to diagnose, medicate, and even plan recovery paths for patients, but this will not happen until the personal biases mentioned previously, and these "greed" biases are addressed.[107] Hardware Since the 2010s, advances in both machine learning algorithms and computer hardware have led to more efficient methods for training deep neural networks (a particular narrow subdomain of machine learning) that contain many layers of non-linear hidden units.[108] By 2019, graphic processing units (GPUs), often with AI-specific enhancements, had displaced CPUs as the dominant method of training large-scale commercial cloud AI.[109] OpenAI estimated the hardware compute used in the largest deep learning projects from AlexNet (2012) to AlphaZero (2017), and found a 300,000-fold increase in the amount of compute required, with a doubling-time trendline of 3.4 months.[110][111] Software Software suites containing a variety of machine learning algorithms include the following: Free and open-source so
stnoah1 / McbA large-scale mechanical components benchmark for the classification and retrieval tasks named Mechanical Components Benchmark (MCB)
fidler-lab / Efficient Annotation CookbookOfficial implementation of "Towards Good Practices for Efficiently Annotating Large-Scale Image Classification Datasets" (CVPR2021)
WHUIR / MATINFThe dataset and PyTorch Implementation for ACL 2020 paper "MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and Summarization".
zjjerica / WHU OHS PytorchPytorch toolbox for large-scale hyperspectral image classification using WHU-OHS dataset
junhongmit / H2GBA large-scale node-classification graph benchmark that brings together both the heterophily and heterogeneity properties of real-world graphs. It encompasses 9 real-world datasets spanning 5 diverse domains, 28 baseline models, a new metric, and a unified benchmarking library.
nagadomi / Kaggle LshtcCode for Large Scale Hierarchical Text Classification competition. Final place: 3rd
Ashleshk / Machine Learning Stanford Andrew Ng# Machine Learning (Coursera) This is my solution to all the programming assignments and quizzes of Machine-Learning (Coursera) taught by Andrew Ng. After completing this course you will get a broad idea of Machine learning algorithms. Try to solve all the assignments by yourself first, but if you get stuck somewhere then feel free to browse the code. ## Contents * Lectures Slides * Solution to programming assignment * Solution to Quizzes by Andrew Ng, Stanford University, [Coursera](https://www.coursera.org/learn/machine-learning/home/welcome) ### Week 1 - [X] Videos: Introduction - [X] Quiz: Introduction - [X] Videos: Linear Regression with One Variable - [X] Quiz: Linear Regression with One Variable ### Week 2 - [X] Videos: Linear Regression with Multiple Variables - [X] Quiz: Linear Regression with Multiple Variables - [X] Videos: Octave/Matlab Tutorial - [X] Quiz: Octave/Matlab Tutorial - [X] Programming Assignment: Linear Regression ### Week 3 - [X] Videos: Logistic Regression - [X] Quiz: Logistic Regression - [X] Videos: Regularization - [X] Quiz: Regularization - [X] Programming Assignment: Logistic Regression ### Week 4 - [X] Videos: Neural Networks: Representation - [X] Quiz: Neural Networks: Representation - [X] Programming Assignment: Multi-class Classification and Neural Networks ### Week 5 - [X] Videos: Neural Networks: Learning - [X] Quiz: Neural Networks: Learning - [X] Programming Assignment: Neural Network Learning ### Week 6 - [X] Videos: Advice for Applying Machine Learning - [X] Quiz: Advice for Applying Machine Learning - [X] Videos: Programming Assignment: Regularized Linear Regression and Bias/Variance - [X] Machine Learning System Design - [X] Quiz: Machine Learning System Design ### Week 7 - [X] Videos: Support Vector Machines - [X] Quiz: Support Vector Machines - [X] Programming Assignment: Support Vector Machines ### Week 8 - [X] Videos: Unsupervised Learning - [X] Quiz: Unsupervised Learning - [X] Videos: Dimensionality Reduction - [X] Quiz: Principal Component Analysis - [X] Programming Assignment: K-Means Clustering and PCA ### Week 9 - [X] Videos: Anomaly Detection - [X] Quiz: Anomaly Detection - [X] Videos: Recommender Systems - [X] Quiz: Recommender Systems - [X] Programming Assignment: Anomaly Detection and Recommender Systems ### Week 10 - [X] Videos: Large Scale Machine Learning - [X] Quiz: Large Scale Machine Learning ### Week 11 - [X] Videos: Application Example: Photo OCR - [X] Quiz: Application: Photo OCR ## Certificate * [Verified Certificate]() ## References [[1] Machine Learning - Stanford University](https://www.coursera.org/learn/machine-learning)
tanvirnwu / HazeSpace2M ACMMN 2024HazeSpace2M is a large scale paired hazy dataset for training and evaluating haze type classification models and single image dehazing models.
ztsrxh / RSCD Road Surface Classification DatasetA large-scale road surface image classification dataset for driving assistance applications
rodrigoberriel / Satellite Crosswalk ClassificationDeep Learning Based Large-Scale Automatic Satellite Crosswalk Classification (GRSL, 2017)
