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leftthomas / ESPCNA PyTorch implementation of ESPCN based on CVPR 2016 paper "Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network"
molyswu / Hand Detectionusing Neural Networks (SSD) on Tensorflow. This repo documents steps and scripts used to train a hand detector using Tensorflow (Object Detection API). As with any DNN based task, the most expensive (and riskiest) part of the process has to do with finding or creating the right (annotated) dataset. I was interested mainly in detecting hands on a table (egocentric view point). I experimented first with the [Oxford Hands Dataset](http://www.robots.ox.ac.uk/~vgg/data/hands/) (the results were not good). I then tried the [Egohands Dataset](http://vision.soic.indiana.edu/projects/egohands/) which was a much better fit to my requirements. The goal of this repo/post is to demonstrate how neural networks can be applied to the (hard) problem of tracking hands (egocentric and other views). Better still, provide code that can be adapted to other uses cases. If you use this tutorial or models in your research or project, please cite [this](#citing-this-tutorial). Here is the detector in action. <img src="images/hand1.gif" width="33.3%"><img src="images/hand2.gif" width="33.3%"><img src="images/hand3.gif" width="33.3%"> Realtime detection on video stream from a webcam . <img src="images/chess1.gif" width="33.3%"><img src="images/chess2.gif" width="33.3%"><img src="images/chess3.gif" width="33.3%"> Detection on a Youtube video. Both examples above were run on a macbook pro **CPU** (i7, 2.5GHz, 16GB). Some fps numbers are: | FPS | Image Size | Device| Comments| | ------------- | ------------- | ------------- | ------------- | | 21 | 320 * 240 | Macbook pro (i7, 2.5GHz, 16GB) | Run without visualizing results| | 16 | 320 * 240 | Macbook pro (i7, 2.5GHz, 16GB) | Run while visualizing results (image above) | | 11 | 640 * 480 | Macbook pro (i7, 2.5GHz, 16GB) | Run while visualizing results (image above) | > Note: The code in this repo is written and tested with Tensorflow `1.4.0-rc0`. Using a different version may result in [some errors](https://github.com/tensorflow/models/issues/1581). You may need to [generate your own frozen model](https://pythonprogramming.net/testing-custom-object-detector-tensorflow-object-detection-api-tutorial/?completed=/training-custom-objects-tensorflow-object-detection-api-tutorial/) graph using the [model checkpoints](model-checkpoint) in the repo to fit your TF version. **Content of this document** - Motivation - Why Track/Detect hands with Neural Networks - Data preparation and network training in Tensorflow (Dataset, Import, Training) - Training the hand detection Model - Using the Detector to Detect/Track hands - Thoughts on Optimizations. > P.S if you are using or have used the models provided here, feel free to reach out on twitter ([@vykthur](https://twitter.com/vykthur)) and share your work! ## Motivation - Why Track/Detect hands with Neural Networks? There are several existing approaches to tracking hands in the computer vision domain. Incidentally, many of these approaches are rule based (e.g extracting background based on texture and boundary features, distinguishing between hands and background using color histograms and HOG classifiers,) making them not very robust. For example, these algorithms might get confused if the background is unusual or in situations where sharp changes in lighting conditions cause sharp changes in skin color or the tracked object becomes occluded.(see [here for a review](https://www.cse.unr.edu/~bebis/handposerev.pdf) paper on hand pose estimation from the HCI perspective) With sufficiently large datasets, neural networks provide opportunity to train models that perform well and address challenges of existing object tracking/detection algorithms - varied/poor lighting, noisy environments, diverse viewpoints and even occlusion. The main drawbacks to usage for real-time tracking/detection is that they can be complex, are relatively slow compared to tracking-only algorithms and it can be quite expensive to assemble a good dataset. But things are changing with advances in fast neural networks. Furthermore, this entire area of work has been made more approachable by deep learning frameworks (such as the tensorflow object detection api) that simplify the process of training a model for custom object detection. More importantly, the advent of fast neural network models like ssd, faster r-cnn, rfcn (see [here](https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/detection_model_zoo.md#coco-trained-models-coco-models) ) etc make neural networks an attractive candidate for real-time detection (and tracking) applications. Hopefully, this repo demonstrates this. > If you are not interested in the process of training the detector, you can skip straight to applying the [pretrained model I provide in detecting hands](#detecting-hands). Training a model is a multi-stage process (assembling dataset, cleaning, splitting into training/test partitions and generating an inference graph). While I lightly touch on the details of these parts, there are a few other tutorials cover training a custom object detector using the tensorflow object detection api in more detail[ see [here](https://pythonprogramming.net/training-custom-objects-tensorflow-object-detection-api-tutorial/) and [here](https://towardsdatascience.com/how-to-train-your-own-object-detector-with-tensorflows-object-detector-api-bec72ecfe1d9) ]. I recommend you walk through those if interested in training a custom object detector from scratch. ## Data preparation and network training in Tensorflow (Dataset, Import, Training) **The Egohands Dataset** The hand detector model is built using data from the [Egohands Dataset](http://vision.soic.indiana.edu/projects/egohands/) dataset. This dataset works well for several reasons. It contains high quality, pixel level annotations (>15000 ground truth labels) where hands are located across 4800 images. All images are captured from an egocentric view (Google glass) across 48 different environments (indoor, outdoor) and activities (playing cards, chess, jenga, solving puzzles etc). <img src="images/egohandstrain.jpg" width="100%"> If you will be using the Egohands dataset, you can cite them as follows: > Bambach, Sven, et al. "Lending a hand: Detecting hands and recognizing activities in complex egocentric interactions." Proceedings of the IEEE International Conference on Computer Vision. 2015. The Egohands dataset (zip file with labelled data) contains 48 folders of locations where video data was collected (100 images per folder). ``` -- LOCATION_X -- frame_1.jpg -- frame_2.jpg ... -- frame_100.jpg -- polygons.mat // contains annotations for all 100 images in current folder -- LOCATION_Y -- frame_1.jpg -- frame_2.jpg ... -- frame_100.jpg -- polygons.mat // contains annotations for all 100 images in current folder ``` **Converting data to Tensorflow Format** Some initial work needs to be done to the Egohands dataset to transform it into the format (`tfrecord`) which Tensorflow needs to train a model. This repo contains `egohands_dataset_clean.py` a script that will help you generate these csv files. - Downloads the egohands datasets - Renames all files to include their directory names to ensure each filename is unique - Splits the dataset into train (80%), test (10%) and eval (10%) folders. - Reads in `polygons.mat` for each folder, generates bounding boxes and visualizes them to ensure correctness (see image above). - Once the script is done running, you should have an images folder containing three folders - train, test and eval. Each of these folders should also contain a csv label document each - `train_labels.csv`, `test_labels.csv` that can be used to generate `tfrecords` Note: While the egohands dataset provides four separate labels for hands (own left, own right, other left, and other right), for my purpose, I am only interested in the general `hand` class and label all training data as `hand`. You can modify the data prep script to generate `tfrecords` that support 4 labels. Next: convert your dataset + csv files to tfrecords. A helpful guide on this can be found [here](https://pythonprogramming.net/creating-tfrecord-files-tensorflow-object-detection-api-tutorial/).For each folder, you should be able to generate `train.record`, `test.record` required in the training process. ## Training the hand detection Model Now that the dataset has been assembled (and your tfrecords), the next task is to train a model based on this. With neural networks, it is possible to use a process called [transfer learning](https://www.tensorflow.org/tutorials/image_retraining) to shorten the amount of time needed to train the entire model. This means we can take an existing model (that has been trained well on a related domain (here image classification) and retrain its final layer(s) to detect hands for us. Sweet!. Given that neural networks sometimes have thousands or millions of parameters that can take weeks or months to train, transfer learning helps shorten training time to possibly hours. Tensorflow does offer a few models (in the tensorflow [model zoo](https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/detection_model_zoo.md#coco-trained-models-coco-models)) and I chose to use the `ssd_mobilenet_v1_coco` model as my start point given it is currently (one of) the fastest models (read the SSD research [paper here](https://arxiv.org/pdf/1512.02325.pdf)). The training process can be done locally on your CPU machine which may take a while or better on a (cloud) GPU machine (which is what I did). For reference, training on my macbook pro (tensorflow compiled from source to take advantage of the mac's cpu architecture) the maximum speed I got was 5 seconds per step as opposed to the ~0.5 seconds per step I got with a GPU. For reference it would take about 12 days to run 200k steps on my mac (i7, 2.5GHz, 16GB) compared to ~5hrs on a GPU. > **Training on your own images**: Please use the [guide provided by Harrison from pythonprogramming](https://pythonprogramming.net/training-custom-objects-tensorflow-object-detection-api-tutorial/) on how to generate tfrecords given your label csv files and your images. The guide also covers how to start the training process if training locally. [see [here] (https://pythonprogramming.net/training-custom-objects-tensorflow-object-detection-api-tutorial/)]. If training in the cloud using a service like GCP, see the [guide here](https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/running_on_cloud.md). As the training process progresses, the expectation is that total loss (errors) gets reduced to its possible minimum (about a value of 1 or thereabout). By observing the tensorboard graphs for total loss(see image below), it should be possible to get an idea of when the training process is complete (total loss does not decrease with further iterations/steps). I ran my training job for 200k steps (took about 5 hours) and stopped at a total Loss (errors) value of 2.575.(In retrospect, I could have stopped the training at about 50k steps and gotten a similar total loss value). With tensorflow, you can also run an evaluation concurrently that assesses your model to see how well it performs on the test data. A commonly used metric for performance is mean average precision (mAP) which is single number used to summarize the area under the precision-recall curve. mAP is a measure of how well the model generates a bounding box that has at least a 50% overlap with the ground truth bounding box in our test dataset. For the hand detector trained here, the mAP value was **0.9686@0.5IOU**. mAP values range from 0-1, the higher the better. <img src="images/accuracy.jpg" width="100%"> Once training is completed, the trained inference graph (`frozen_inference_graph.pb`) is then exported (see the earlier referenced guides for how to do this) and saved in the `hand_inference_graph` folder. Now its time to do some interesting detection. ## Using the Detector to Detect/Track hands If you have not done this yet, please following the guide on installing [Tensorflow and the Tensorflow object detection api](https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/installation.md). This will walk you through setting up the tensorflow framework, cloning the tensorflow github repo and a guide on - Load the `frozen_inference_graph.pb` trained on the hands dataset as well as the corresponding label map. In this repo, this is done in the `utils/detector_utils.py` script by the `load_inference_graph` method. ```python detection_graph = tf.Graph() with detection_graph.as_default(): od_graph_def = tf.GraphDef() with tf.gfile.GFile(PATH_TO_CKPT, 'rb') as fid: serialized_graph = fid.read() od_graph_def.ParseFromString(serialized_graph) tf.import_graph_def(od_graph_def, name='') sess = tf.Session(graph=detection_graph) print("> ====== Hand Inference graph loaded.") ``` - Detect hands. In this repo, this is done in the `utils/detector_utils.py` script by the `detect_objects` method. ```python (boxes, scores, classes, num) = sess.run( [detection_boxes, detection_scores, detection_classes, num_detections], feed_dict={image_tensor: image_np_expanded}) ``` - Visualize detected bounding detection_boxes. In this repo, this is done in the `utils/detector_utils.py` script by the `draw_box_on_image` method. This repo contains two scripts that tie all these steps together. - detect_multi_threaded.py : A threaded implementation for reading camera video input detection and detecting. Takes a set of command line flags to set parameters such as `--display` (visualize detections), image parameters `--width` and `--height`, videe `--source` (0 for camera) etc. - detect_single_threaded.py : Same as above, but single threaded. This script works for video files by setting the video source parameter videe `--source` (path to a video file). ```cmd # load and run detection on video at path "videos/chess.mov" python detect_single_threaded.py --source videos/chess.mov ``` > Update: If you do have errors loading the frozen inference graph in this repo, feel free to generate a new graph that fits your TF version from the model-checkpoint in this repo. Use the [export_inference_graph.py](https://github.com/tensorflow/models/blob/master/research/object_detection/export_inference_graph.py) script provided in the tensorflow object detection api repo. More guidance on this [here](https://pythonprogramming.net/testing-custom-object-detector-tensorflow-object-detection-api-tutorial/?completed=/training-custom-objects-tensorflow-object-detection-api-tutorial/). ## Thoughts on Optimization. A few things that led to noticeable performance increases. - Threading: Turns out that reading images from a webcam is a heavy I/O event and if run on the main application thread can slow down the program. I implemented some good ideas from [Adrian Rosebuck](https://www.pyimagesearch.com/2017/02/06/faster-video-file-fps-with-cv2-videocapture-and-opencv/) on parrallelizing image capture across multiple worker threads. This mostly led to an FPS increase of about 5 points. - For those new to Opencv, images from the `cv2.read()` method return images in [BGR format](https://www.learnopencv.com/why-does-opencv-use-bgr-color-format/). Ensure you convert to RGB before detection (accuracy will be much reduced if you dont). ```python cv2.cvtColor(image_np, cv2.COLOR_BGR2RGB) ``` - Keeping your input image small will increase fps without any significant accuracy drop.(I used about 320 x 240 compared to the 1280 x 720 which my webcam provides). - Model Quantization. Moving from the current 32 bit to 8 bit can achieve up to 4x reduction in memory required to load and store models. One way to further speed up this model is to explore the use of [8-bit fixed point quantization](https://heartbeat.fritz.ai/8-bit-quantization-and-tensorflow-lite-speeding-up-mobile-inference-with-low-precision-a882dfcafbbd). Performance can also be increased by a clever combination of tracking algorithms with the already decent detection and this is something I am still experimenting with. Have ideas for optimizing better, please share! <img src="images/general.jpg" width="100%"> Note: The detector does reflect some limitations associated with the training set. This includes non-egocentric viewpoints, very noisy backgrounds (e.g in a sea of hands) and sometimes skin tone. There is opportunity to improve these with additional data. ## Integrating Multiple DNNs. One way to make things more interesting is to integrate our new knowledge of where "hands" are with other detectors trained to recognize other objects. Unfortunately, while our hand detector can in fact detect hands, it cannot detect other objects (a factor or how it is trained). To create a detector that classifies multiple different objects would mean a long involved process of assembling datasets for each class and a lengthy training process. > Given the above, a potential strategy is to explore structures that allow us **efficiently** interleave output form multiple pretrained models for various object classes and have them detect multiple objects on a single image. An example of this is with my primary use case where I am interested in understanding the position of objects on a table with respect to hands on same table. I am currently doing some work on a threaded application that loads multiple detectors and outputs bounding boxes on a single image. More on this soon.
abusufyanvu / 6S191 MIT DeepLearningMIT Introduction to Deep Learning (6.S191) Instructors: Alexander Amini and Ava Soleimany Course Information Summary Prerequisites Schedule Lectures Labs, Final Projects, Grading, and Prizes Software labs Gather.Town lab + Office Hour sessions Final project Paper Review Project Proposal Presentation Project Proposal Grading Rubric Past Project Proposal Ideas Awards + Categories Important Links and Emails Course Information Summary MIT's introductory course on deep learning methods with applications to computer vision, natural language processing, biology, and more! Students will gain foundational knowledge of deep learning algorithms and get practical experience in building neural networks in TensorFlow. Course concludes with a project proposal competition with feedback from staff and a panel of industry sponsors. Prerequisites We expect basic knowledge of calculus (e.g., taking derivatives), linear algebra (e.g., matrix multiplication), and probability (e.g., Bayes theorem) -- we'll try to explain everything else along the way! Experience in Python is helpful but not necessary. This class is taught during MIT's IAP term by current MIT PhD researchers. Listeners are welcome! Schedule Monday Jan 18, 2021 Lecture: Introduction to Deep Learning and NNs Lab: Lab 1A Tensorflow and building NNs from scratch Tuesday Jan 19, 2021 Lecture: Deep Sequence Modelling Lab: Lab 1B Music Generation using RNNs Wednesday Jan 20, 2021 Lecture: Deep Computer Vision Lab: Lab 2A Image classification and detection Thursday Jan 21, 2021 Lecture: Deep Generative Modelling Lab: Lab 2B Debiasing facial recognition systems Friday Jan 22, 2021 Lecture: Deep Reinforcement Learning Lab: Lab 3 pixel-to-control planning Monday Jan 25, 2021 Lecture: Limitations and New Frontiers Lab: Lab 3 continued Tuesday Jan 26, 2021 Lecture (part 1): Evidential Deep Learning Lecture (part 2): Bias and Fairness Lab: Work on final assignments Lab competition entries due at 11:59pm ET on Canvas! Lab 1, Lab 2, and Lab 3 Wednesday Jan 27, 2021 Lecture (part 1): Nigel Duffy, Ernst & Young Lecture (part 2): Kate Saenko, Boston University and MIT-IBM Watson AI Lab Lab: Work on final assignments Assignments due: Sign up for Final Project Competition Thursday Jan 28, 2021 Lecture (part 1): Sanja Fidler, U. Toronto, Vector Institute, and NVIDIA Lecture (part 2): Katherine Chou, Google Lab: Work on final assignments Assignments due: 1 page paper review (if applicable) Friday Jan 29, 2021 Lecture: Student project pitch competition Lab: Awards ceremony and prize giveaway Assignments due: Project proposals (if applicable) Lectures Lectures will be held starting at 1:00pm ET from Jan 18 - Jan 29 2021, Monday through Friday, virtually through Zoom. Current MIT students, faculty, postdocs, researchers, staff, etc. will be able to access the lectures during this two week period, synchronously or asynchronously, via the MIT Canvas course webpage (MIT internal only). Lecture recordings will be uploaded to the Canvas as soon as possible; students are not required to attend any lectures synchronously. Please see the Canvas for details on Zoom links. The public edition of the course will only be made available after completion of the MIT course. Labs, Final Projects, Grading, and Prizes Course will be graded during MIT IAP for 6 units under P/D/F grading. Receiving a passing grade requires completion of each software lab project (through honor code, with submission required to enter lab competitions), a final project proposal/presentation or written review of a deep learning paper (submission required), and attendance/lecture viewing (through honor code). Submission of a written report or presentation of a project proposal will ensure a passing grade. MIT students will be eligible for prizes and awards as part of the class competitions. There will be two parts to the competitions: (1) software labs and (2) final projects. More information is provided below. Winners will be announced on the last day of class, with thousands of dollars of prizes being given away! Software labs There are three TensorFlow software lab exercises for the course, designed as iPython notebooks hosted in Google Colab. Software labs can be found on GitHub: https://github.com/aamini/introtodeeplearning. These are self-paced exercises and are designed to help you gain practical experience implementing neural networks in TensorFlow. For registered MIT students, submission of lab materials is not necessary to get credit for the course or to pass the course. At the end of each software lab there will be task-associated materials to submit (along with instructions) for entry into the competitions, open to MIT students and affiliates during the IAP offering. This includes MIT students/affiliates who are taking the class as listeners -- you are eligible! These instructions are provided at the end of each of the labs. Completing these tasks and submitting your materials to Canvas will enter you into a per-lab competition. MIT students and affiliates will be eligible for prizes during the IAP offering; at the end of the course, prize-winners will be awarded with their prizes. All competition submissions are due on January 26 at 11:59pm ET to Canvas. For the software lab competitions, submissions will be judged on the basis of the following criteria: Strength and quality of final results (lab dependent) Soundness of implementation and approach Thoroughness and quality of provided descriptions and figures Gather.Town lab + Office Hour sessions After each day’s lecture, there will be open Office Hours in the class GatherTown, up until 3pm ET. An MIT email is required to log in and join the GatherTown. During these sessions, there will not be a walk through or dictation of the labs; the labs are designed to be self-paced and to be worked on on your own time. The GatherTown sessions will be hosted by course staff and are held so you can: Ask questions on course lectures, labs, logistics, project, or anything else; Work on the labs in the presence of classmates/TAs/instructors; Meet classmates to find groups for the final project; Group work time for the final project; Bring the class community together. Final project To satisfy the final project requirement for this course, students will have two options: (1) write a 1 page paper review (single-spaced) on a recent deep learning paper of your choice or (2) participate and present in the project proposal pitch competition. The 1 page paper review option is straightforward, we propose some papers within this document to help you get started, and you can satisfy a passing grade with this option -- you will not be eligible for the grand prizes. On the other hand, participation in the project proposal pitch competition will equivalently satisfy your course requirements but additionally make you eligible for the grand prizes. See the section below for more details and requirements for each of these options. Paper Review Students may satisfy the final project requirement by reading and reviewing a recent deep learning paper of their choosing. In the written review, students should provide both: 1) a description of the problem, technical approach, and results of the paper; 2) critical analysis and exposition of the limitations of the work and opportunities for future work. Reviews should be submitted on Canvas by Thursday Jan 28, 2021, 11:59:59pm Eastern Time (ET). Just a few paper options to consider... https://papers.nips.cc/paper/2017/file/3f5ee243547dee91fbd053c1c4a845aa-Paper.pdf https://papers.nips.cc/paper/2018/file/69386f6bb1dfed68692a24c8686939b9-Paper.pdf https://papers.nips.cc/paper/2020/file/1457c0d6bfcb4967418bfb8ac142f64a-Paper.pdf https://science.sciencemag.org/content/362/6419/1140 https://papers.nips.cc/paper/2018/file/0e64a7b00c83e3d22ce6b3acf2c582b6-Paper.pdf https://arxiv.org/pdf/1906.11829.pdf https://www.nature.com/articles/s42256-020-00237-3 https://pubmed.ncbi.nlm.nih.gov/32084340/ Project Proposal Presentation Keyword: proposal This is a 2 week course so we do not require results or working implementations! However, to win the top prizes, nice, clear results and implementations will demonstrate feasibility of your proposal which is something we look for! Logistics -- please read! You must sign up to present before 11:59:59pm Eastern Time (ET) on Wednesday Jan 27, 2021 Slides must be in a Google Slide before 11:59:59pm Eastern Time (ET) on Thursday Jan 28, 2021 Project groups can be between 1 and 5 people Listeners welcome To be eligible for a prize you must have at least 1 registered MIT student in your group Each participant will only be allowed to be in one group and present one project pitch Synchronous attendance on 1/29/21 is required to make the project pitch! 3 min presentation on your idea (we will be very strict with the time limits) Prizes! (see below) Sign up to Present here: by 11:59pm ET on Wednesday Jan 27 Once you sign up, make your slide in the following Google Slides; submit by midnight on Thursday Jan 28. Please specify the project group # on your slides!!! Things to Consider This doesn’t have to be a new deep learning method. It can just be an interesting application that you apply some existing deep learning method to. What problem are you solving? Are there use cases/applications? Why do you think deep learning methods might be suited to this task? How have people done it before? Is it a new task? If so, what are similar tasks that people have worked on? In what aspects have they succeeded or failed? What is your method of solving this problem? What type of model + architecture would you use? Why? What is the data for this task? Do you need to make a dataset or is there one publicly available? What are the characteristics of the data? Is it sparse, messy, imbalanced? How would you deal with that? Project Proposal Grading Rubric Project proposals will be evaluated by a panel of judges on the basis of the following three criteria: 1) novelty and impact; 2) technical soundness, feasibility, and organization, including quality of any presented results; 3) clarity and presentation. Each judge will award a score from 1 (lowest) to 5 (highest) for each of the criteria; the average score from each judge across these criteria will then be averaged with that of the other judges to provide the final score. The proposals with the highest final scores will be selected for prizes. Here are the guidelines for the criteria: Novelty and impact: encompasses the potential impact of the project idea, its novelty with respect to existing approaches. Why does the proposed work matter? What problem(s) does it solve? Why are these problems important? Technical soundness, feasibility, and organization: encompasses all technical aspects of the proposal. Do the proposed methodology and architecture make sense? Is the architecture the best suited for the proposed problem? Is deep learning the best approach for the problem? How realistic is it to implement the idea? Was there any implementation of the method? If results and data are presented, we will evaluate the strength of the results/data. Clarity and presentation: encompasses the delivery and quality of the presentation itself. Is the talk well organized? Are the slides aesthetically compelling? Is there a clear, well-delivered narrative? Are the problem and proposed method clearly presented? Past Project Proposal Ideas Recipe Generation with RNNs Can we compress videos with CNN + RNN? Music Generation with RNNs Style Transfer Applied to X GAN’s on a new modality Summarizing text/news articles Combining news articles about similar events Code or spec generation Multimodal speech → handwriting Generate handwriting based on keywords (i.e. cursive, slanted, neat) Predicting stock market trends Show language learners articles or videos at their level Transfer of writing style Chemical Synthesis with Recurrent Neural networks Transfer learning to learn something in a domain for which it’s hard or risky to gather data or do training RNNs to model some type of time series data Computer vision to coach sports players Computer vision system for safety brakes or warnings Use IBM Watson API to get the sentiment of your Facebook newsfeed Deep learning webcam to give wifi-access to friends or improve video chat in some way Domain-specific chatbot to help you perform a specific task Detect whether a signature is fraudulent Awards + Categories Final Project Awards: 1x NVIDIA RTX 3080 4x Google Home Max 3x Display Monitors Software Lab Awards: Bose headphones (Lab 1) Display monitor (Lab 2) Bebop drone (Lab 3) Important Links and Emails Course website: http://introtodeeplearning.com Course staff: introtodeeplearning-staff@mit.edu Piazza forum (MIT only): https://piazza.com/mit/spring2021/6s191 Canvas (MIT only): https://canvas.mit.edu/courses/8291 Software lab repository: https://github.com/aamini/introtodeeplearning Lab/office hour sessions (MIT only): https://gather.town/app/56toTnlBrsKCyFgj/MITDeepLearning
Guaishou74851 / IDM(TPAMI 2025) Invertible Diffusion Models for Compressed Sensing [PyTorch]
Guaishou74851 / PCNet(TPAMI 2024) Practical Compact Deep Compressed Sensing [PyTorch]
Lornatang / ESPCN PyTorchA PyTorch implementation of ESPCN based on CVPR 2016 paper Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural 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"] } }
zibangzhang / Fourier Single Pixel ImagingHigh-quality and efficient single-pixel imaging scheme
yjn870 / ESPCN PytorchPyTorch implementation of Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network (CVPR 2016)
openspyrit / SpyritA Python toolbox for deep image reconstruction, with emphasis on single-pixel imaging.
ahmedfgad / GARIGARI (Genetic Algorithm for Reproducing Images) reproduces a single image using Genetic Algorithm (GA) by evolving pixel values.
Aryia-Behroziuan / ReferencesPoole, Mackworth & Goebel 1998, p. 1. Russell & Norvig 2003, p. 55. Definition of AI as the study of intelligent agents: Poole, Mackworth & Goebel (1998), which provides the version that is used in this article. These authors use the term "computational intelligence" as a synonym for artificial intelligence.[1] Russell & Norvig (2003) (who prefer the term "rational agent") and write "The whole-agent view is now widely accepted in the field".[2] Nilsson 1998 Legg & Hutter 2007 Russell & Norvig 2009, p. 2. McCorduck 2004, p. 204 Maloof, Mark. "Artificial Intelligence: An Introduction, p. 37" (PDF). georgetown.edu. Archived (PDF) from the original on 25 August 2018. "How AI Is Getting Groundbreaking Changes In Talent Management And HR Tech". Hackernoon. Archived from the original on 11 September 2019. Retrieved 14 February 2020. Schank, Roger C. (1991). "Where's the AI". AI magazine. Vol. 12 no. 4. p. 38. Russell & Norvig 2009. "AlphaGo – Google DeepMind". Archived from the original on 10 March 2016. Allen, Gregory (April 2020). "Department of Defense Joint AI Center - Understanding AI Technology" (PDF). AI.mil - The official site of the Department of Defense Joint Artificial Intelligence Center. Archived (PDF) from the original on 21 April 2020. Retrieved 25 April 2020. Optimism of early AI: * Herbert Simon quote: Simon 1965, p. 96 quoted in Crevier 1993, p. 109. * Marvin Minsky quote: Minsky 1967, p. 2 quoted in Crevier 1993, p. 109. Boom of the 1980s: rise of expert systems, Fifth Generation Project, Alvey, MCC, SCI: * McCorduck 2004, pp. 426–441 * Crevier 1993, pp. 161–162,197–203, 211, 240 * Russell & Norvig 2003, p. 24 * NRC 1999, pp. 210–211 * Newquist 1994, pp. 235–248 First AI Winter, Mansfield Amendment, Lighthill report * Crevier 1993, pp. 115–117 * Russell & Norvig 2003, p. 22 * NRC 1999, pp. 212–213 * Howe 1994 * Newquist 1994, pp. 189–201 Second AI winter: * McCorduck 2004, pp. 430–435 * Crevier 1993, pp. 209–210 * NRC 1999, pp. 214–216 * Newquist 1994, pp. 301–318 AI becomes hugely successful in the early 21st century * Clark 2015 Pamela McCorduck (2004, p. 424) writes of "the rough shattering of AI in subfields—vision, natural language, decision theory, genetic algorithms, robotics ... and these with own sub-subfield—that would hardly have anything to say to each other." This list of intelligent traits is based on the topics covered by the major AI textbooks, including: * Russell & Norvig 2003 * Luger & Stubblefield 2004 * Poole, Mackworth & Goebel 1998 * Nilsson 1998 Kolata 1982. Maker 2006. Biological intelligence vs. intelligence in general: Russell & Norvig 2003, pp. 2–3, who make the analogy with aeronautical engineering. McCorduck 2004, pp. 100–101, who writes that there are "two major branches of artificial intelligence: one aimed at producing intelligent behavior regardless of how it was accomplished, and the other aimed at modeling intelligent processes found in nature, particularly human ones." Kolata 1982, a paper in Science, which describes McCarthy's indifference to biological models. Kolata quotes McCarthy as writing: "This is AI, so we don't care if it's psychologically real".[19] McCarthy recently reiterated his position at the AI@50 conference where he said "Artificial intelligence is not, by definition, simulation of human intelligence".[20]. Neats vs. scruffies: * McCorduck 2004, pp. 421–424, 486–489 * Crevier 1993, p. 168 * Nilsson 1983, pp. 10–11 Symbolic vs. sub-symbolic AI: * Nilsson (1998, p. 7), who uses the term "sub-symbolic". General intelligence (strong AI) is discussed in popular introductions to AI: * Kurzweil 1999 and Kurzweil 2005 See the Dartmouth proposal, under Philosophy, below. McCorduck 2004, p. 34. McCorduck 2004, p. xviii. McCorduck 2004, p. 3. McCorduck 2004, pp. 340–400. This is a central idea of Pamela McCorduck's Machines Who Think. She writes: "I like to think of artificial intelligence as the scientific apotheosis of a venerable cultural tradition."[26] "Artificial intelligence in one form or another is an idea that has pervaded Western intellectual history, a dream in urgent need of being realized."[27] "Our history is full of attempts—nutty, eerie, comical, earnest, legendary and real—to make artificial intelligences, to reproduce what is the essential us—bypassing the ordinary means. Back and forth between myth and reality, our imaginations supplying what our workshops couldn't, we have engaged for a long time in this odd form of self-reproduction."[28] She traces the desire back to its Hellenistic roots and calls it the urge to "forge the Gods."[29] "Stephen Hawking believes AI could be mankind's last accomplishment". BetaNews. 21 October 2016. Archived from the original on 28 August 2017. Lombardo P, Boehm I, Nairz K (2020). "RadioComics – Santa Claus and the future of radiology". Eur J Radiol. 122 (1): 108771. doi:10.1016/j.ejrad.2019.108771. PMID 31835078. Ford, Martin; Colvin, Geoff (6 September 2015). "Will robots create more jobs than they destroy?". The Guardian. Archived from the original on 16 June 2018. Retrieved 13 January 2018. AI applications widely used behind the scenes: * Russell & Norvig 2003, p. 28 * Kurzweil 2005, p. 265 * NRC 1999, pp. 216–222 * Newquist 1994, pp. 189–201 AI in myth: * McCorduck 2004, pp. 4–5 * Russell & Norvig 2003, p. 939 AI in early science fiction. * McCorduck 2004, pp. 17–25 Formal reasoning: * Berlinski, David (2000). The Advent of the Algorithm. Harcourt Books. ISBN 978-0-15-601391-8. OCLC 46890682. Archived from the original on 26 July 2020. Retrieved 22 August 2020. Turing, Alan (1948), "Machine Intelligence", in Copeland, B. Jack (ed.), The Essential Turing: The ideas that gave birth to the computer age, Oxford: Oxford University Press, p. 412, ISBN 978-0-19-825080-7 Russell & Norvig 2009, p. 16. Dartmouth conference: * McCorduck 2004, pp. 111–136 * Crevier 1993, pp. 47–49, who writes "the conference is generally recognized as the official birthdate of the new science." * Russell & Norvig 2003, p. 17, who call the conference "the birth of artificial intelligence." * NRC 1999, pp. 200–201 McCarthy, John (1988). "Review of The Question of Artificial Intelligence". Annals of the History of Computing. 10 (3): 224–229., collected in McCarthy, John (1996). "10. Review of The Question of Artificial Intelligence". Defending AI Research: A Collection of Essays and Reviews. CSLI., p. 73, "[O]ne of the reasons for inventing the term "artificial intelligence" was to escape association with "cybernetics". Its concentration on analog feedback seemed misguided, and I wished to avoid having either to accept Norbert (not Robert) Wiener as a guru or having to argue with him." Hegemony of the Dartmouth conference attendees: * Russell & Norvig 2003, p. 17, who write "for the next 20 years the field would be dominated by these people and their students." * McCorduck 2004, pp. 129–130 Russell & Norvig 2003, p. 18. Schaeffer J. (2009) Didn't Samuel Solve That Game?. In: One Jump Ahead. Springer, Boston, MA Samuel, A. L. (July 1959). "Some Studies in Machine Learning Using the Game of Checkers". IBM Journal of Research and Development. 3 (3): 210–229. CiteSeerX 10.1.1.368.2254. doi:10.1147/rd.33.0210. "Golden years" of AI (successful symbolic reasoning programs 1956–1973): * McCorduck 2004, pp. 243–252 * Crevier 1993, pp. 52–107 * Moravec 1988, p. 9 * Russell & Norvig 2003, pp. 18–21 The programs described are Arthur Samuel's checkers program for the IBM 701, Daniel Bobrow's STUDENT, Newell and Simon's Logic Theorist and Terry Winograd's SHRDLU. DARPA pours money into undirected pure research into AI during the 1960s: * McCorduck 2004, p. 131 * Crevier 1993, pp. 51, 64–65 * NRC 1999, pp. 204–205 AI in England: * Howe 1994 Lighthill 1973. Expert systems: * ACM 1998, I.2.1 * Russell & Norvig 2003, pp. 22–24 * Luger & Stubblefield 2004, pp. 227–331 * Nilsson 1998, chpt. 17.4 * McCorduck 2004, pp. 327–335, 434–435 * Crevier 1993, pp. 145–62, 197–203 * Newquist 1994, pp. 155–183 Mead, Carver A.; Ismail, Mohammed (8 May 1989). Analog VLSI Implementation of Neural Systems (PDF). The Kluwer International Series in Engineering and Computer Science. 80. Norwell, MA: Kluwer Academic Publishers. doi:10.1007/978-1-4613-1639-8. ISBN 978-1-4613-1639-8. Archived from the original (PDF) on 6 November 2019. Retrieved 24 January 2020. Formal methods are now preferred ("Victory of the neats"): * Russell & Norvig 2003, pp. 25–26 * McCorduck 2004, pp. 486–487 McCorduck 2004, pp. 480–483. Markoff 2011. 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"Artificial Intelligence: You know it isn't real, yeah?". www.theregister.co.uk. Archived from the original on 21 May 2020. Retrieved 22 August 2020. "Stop Calling it Artificial Intelligence". Archived from the original on 2 December 2019. Retrieved 1 December 2019. "AI isn't taking over the world – it doesn't exist yet". GBG Global website. Archived from the original on 11 August 2020. Retrieved 22 August 2020. Kaplan, Andreas; Haenlein, Michael (1 January 2019). "Siri, Siri, in my hand: Who's the fairest in the land? On the interpretations, illustrations, and implications of artificial intelligence". Business Horizons. 62 (1): 15–25. doi:10.1016/j.bushor.2018.08.004. Domingos 2015, Chapter 5. Domingos 2015, Chapter 7. Lindenbaum, M., Markovitch, S., & Rusakov, D. (2004). Selective sampling for nearest neighbor classifiers. Machine learning, 54(2), 125–152. Domingos 2015, Chapter 1. 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(2017). Combining LiDAR space clustering and convolutional neural networks for pedestrian detection. 2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS). pp. 1–6. arXiv:1710.06160. doi:10.1109/AVSS.2017.8078512. ISBN 978-1-5386-2939-0. S2CID 2401976. Ferguson, Sarah; Luders, Brandon; Grande, Robert C.; How, Jonathan P. (2015). Real-Time Predictive Modeling and Robust Avoidance of Pedestrians with Uncertain, Changing Intentions. Algorithmic Foundations of Robotics XI. Springer Tracts in Advanced Robotics. 107. Springer, Cham. pp. 161–177. arXiv:1405.5581. doi:10.1007/978-3-319-16595-0_10. ISBN 978-3-319-16594-3. S2CID 8681101. "Cultivating Common Sense | DiscoverMagazine.com". Discover Magazine. 2017. Archived from the original on 25 March 2018. Retrieved 24 March 2018. Davis, Ernest; Marcus, Gary (24 August 2015). "Commonsense reasoning and commonsense knowledge in artificial intelligence". Communications of the ACM. 58 (9): 92–103. doi:10.1145/2701413. S2CID 13583137. Archived from the original on 22 August 2020. Retrieved 6 April 2020. Winograd, Terry (January 1972). "Understanding natural language". Cognitive Psychology. 3 (1): 1–191. doi:10.1016/0010-0285(72)90002-3. "Don't worry: Autonomous cars aren't coming tomorrow (or next year)". Autoweek. 2016. Archived from the original on 25 March 2018. Retrieved 24 March 2018. Knight, Will (2017). "Boston may be famous for bad drivers, but it's the testing ground for a smarter self-driving car". MIT Technology Review. Archived from the original on 22 August 2020. Retrieved 27 March 2018. Prakken, Henry (31 August 2017). "On the problem of making autonomous vehicles conform to traffic law". Artificial Intelligence and Law. 25 (3): 341–363. doi:10.1007/s10506-017-9210-0. Lieto, Antonio (May 2018). "The knowledge level in cognitive architectures: Current limitations and possible developments". Cognitive Systems Research. 48: 39–55. doi:10.1016/j.cogsys.2017.05.001. hdl:2318/1665207. S2CID 206868967. Problem solving, puzzle solving, game playing and deduction: * Russell & Norvig 2003, chpt. 3–9, * Poole, Mackworth & Goebel 1998, chpt. 2,3,7,9, * Luger & Stubblefield 2004, chpt. 3,4,6,8, * Nilsson 1998, chpt. 7–12 Uncertain reasoning: * Russell & Norvig 2003, pp. 452–644, * Poole, Mackworth & Goebel 1998, pp. 345–395, * Luger & Stubblefield 2004, pp. 333–381, * Nilsson 1998, chpt. 19 Psychological evidence of sub-symbolic reasoning: * Wason & Shapiro (1966) showed that people do poorly on completely abstract problems, but if the problem is restated to allow the use of intuitive social intelligence, performance dramatically improves. (See Wason selection task) * Kahneman, Slovic & Tversky (1982) have shown that people are terrible at elementary problems that involve uncertain reasoning. (See list of cognitive biases for several examples). * Lakoff & Núñez (2000) have controversially argued that even our skills at mathematics depend on knowledge and skills that come from "the body", i.e. sensorimotor and perceptual skills. (See Where Mathematics Comes From) Knowledge representation: * ACM 1998, I.2.4, * Russell & Norvig 2003, pp. 320–363, * Poole, Mackworth & Goebel 1998, pp. 23–46, 69–81, 169–196, 235–277, 281–298, 319–345, * Luger & Stubblefield 2004, pp. 227–243, * Nilsson 1998, chpt. 18 Knowledge engineering: * Russell & Norvig 2003, pp. 260–266, * Poole, Mackworth & Goebel 1998, pp. 199–233, * Nilsson 1998, chpt. ≈17.1–17.4 Representing categories and relations: Semantic networks, description logics, inheritance (including frames and scripts): * Russell & Norvig 2003, pp. 349–354, * Poole, Mackworth & Goebel 1998, pp. 174–177, * Luger & Stubblefield 2004, pp. 248–258, * Nilsson 1998, chpt. 18.3 Representing events and time:Situation calculus, event calculus, fluent calculus (including solving the frame problem): * Russell & Norvig 2003, pp. 328–341, * Poole, Mackworth & Goebel 1998, pp. 281–298, * Nilsson 1998, chpt. 18.2 Causal calculus: * Poole, Mackworth & Goebel 1998, pp. 335–337 Representing knowledge about knowledge: Belief calculus, modal logics: * Russell & Norvig 2003, pp. 341–344, * Poole, Mackworth & Goebel 1998, pp. 275–277 Sikos, Leslie F. (June 2017). Description Logics in Multimedia Reasoning. Cham: Springer. doi:10.1007/978-3-319-54066-5. ISBN 978-3-319-54066-5. S2CID 3180114. Archived from the original on 29 August 2017. Ontology: * Russell & Norvig 2003, pp. 320–328 Smoliar, Stephen W.; Zhang, HongJiang (1994). "Content based video indexing and retrieval". IEEE Multimedia. 1 (2): 62–72. doi:10.1109/93.311653. S2CID 32710913. Neumann, Bernd; Möller, Ralf (January 2008). "On scene interpretation with description logics". Image and Vision Computing. 26 (1): 82–101. doi:10.1016/j.imavis.2007.08.013. Kuperman, G. J.; Reichley, R. M.; Bailey, T. C. (1 July 2006). "Using Commercial Knowledge Bases for Clinical Decision Support: Opportunities, Hurdles, and Recommendations". Journal of the American Medical Informatics Association. 13 (4): 369–371. doi:10.1197/jamia.M2055. PMC 1513681. PMID 16622160. MCGARRY, KEN (1 December 2005). "A survey of interestingness measures for knowledge discovery". The Knowledge Engineering Review. 20 (1): 39–61. doi:10.1017/S0269888905000408. S2CID 14987656. Bertini, M; Del Bimbo, A; Torniai, C (2006). "Automatic annotation and semantic retrieval of video sequences using multimedia ontologies". MM '06 Proceedings of the 14th ACM international conference on Multimedia. 14th ACM international conference on Multimedia. Santa Barbara: ACM. pp. 679–682. Qualification problem: * McCarthy & Hayes 1969 * Russell & Norvig 2003[page needed] While McCarthy was primarily concerned with issues in the logical representation of actions, Russell & Norvig 2003 apply the term to the more general issue of default reasoning in the vast network of assumptions underlying all our commonsense knowledge. Default reasoning and default logic, non-monotonic logics, circumscription, closed world assumption, abduction (Poole et al. places abduction under "default reasoning". Luger et al. places this under "uncertain reasoning"): * Russell & Norvig 2003, pp. 354–360, * Poole, Mackworth & Goebel 1998, pp. 248–256, 323–335, * Luger & Stubblefield 2004, pp. 335–363, * Nilsson 1998, ~18.3.3 Breadth of commonsense knowledge: * Russell & Norvig 2003, p. 21, * Crevier 1993, pp. 113–114, * Moravec 1988, p. 13, * Lenat & Guha 1989 (Introduction) Dreyfus & Dreyfus 1986. Gladwell 2005. Expert knowledge as embodied intuition: * Dreyfus & Dreyfus 1986 (Hubert Dreyfus is a philosopher and critic of AI who was among the first to argue that most useful human knowledge was encoded sub-symbolically. See Dreyfus' critique of AI) * Gladwell 2005 (Gladwell's Blink is a popular introduction to sub-symbolic reasoning and knowledge.) * Hawkins & Blakeslee 2005 (Hawkins argues that sub-symbolic knowledge should be the primary focus of AI research.) Planning: * ACM 1998, ~I.2.8, * Russell & Norvig 2003, pp. 375–459, * Poole, Mackworth & Goebel 1998, pp. 281–316, * Luger & Stubblefield 2004, pp. 314–329, * Nilsson 1998, chpt. 10.1–2, 22 Information value theory: * Russell & Norvig 2003, pp. 600–604 Classical planning: * Russell & Norvig 2003, pp. 375–430, * Poole, Mackworth & Goebel 1998, pp. 281–315, * Luger & Stubblefield 2004, pp. 314–329, * Nilsson 1998, chpt. 10.1–2, 22 Planning and acting in non-deterministic domains: conditional planning, execution monitoring, replanning and continuous planning: * Russell & Norvig 2003, pp. 430–449 Multi-agent planning and emergent behavior: * Russell & Norvig 2003, pp. 449–455 Turing 1950. Solomonoff 1956. Alan Turing discussed the centrality of learning as early as 1950, in his classic paper "Computing Machinery and Intelligence".[120] In 1956, at the original Dartmouth AI summer conference, Ray Solomonoff wrote a report on unsupervised probabilistic machine learning: "An Inductive Inference Machine".[121] This is a form of Tom Mitchell's widely quoted definition of machine learning: "A computer program is set to learn from an experience E with respect to some task T and some performance measure P if its performance on T as measured by P improves with experience E." Learning: * ACM 1998, I.2.6, * Russell & Norvig 2003, pp. 649–788, * Poole, Mackworth & Goebel 1998, pp. 397–438, * Luger & Stubblefield 2004, pp. 385–542, * Nilsson 1998, chpt. 3.3, 10.3, 17.5, 20 Jordan, M. I.; Mitchell, T. M. (16 July 2015). "Machine learning: Trends, perspectives, and prospects". Science. 349 (6245): 255–260. Bibcode:2015Sci...349..255J. doi:10.1126/science.aaa8415. PMID 26185243. S2CID 677218. 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Archived from the original on 11 June 2020. Retrieved 11 June 2020. Machine perception: * Russell & Norvig 2003, pp. 537–581, 863–898 * Nilsson 1998, ~chpt. 6 Speech recognition: * ACM 1998, ~I.2.7 * Russell & Norvig 2003, pp. 568–578 Object recognition: * Russell & Norvig 2003, pp. 885–892 Computer vision: * ACM 1998, I.2.10 * Russell & Norvig 2003, pp. 863–898 * Nilsson 1998, chpt. 6 Robotics: * ACM 1998, I.2.9, * Russell & Norvig 2003, pp. 901–942, * Poole, Mackworth & Goebel 1998, pp. 443–460 Moving and configuration space: * Russell & Norvig 2003, pp. 916–932 Tecuci 2012. Robotic mapping (localization, etc): * Russell & Norvig 2003, pp. 908–915 Cadena, Cesar; Carlone, Luca; Carrillo, Henry; Latif, Yasir; Scaramuzza, Davide; Neira, Jose; Reid, Ian; Leonard, John J. (December 2016). "Past, Present, and Future of Simultaneous Localization and Mapping: Toward the Robust-Perception Age". IEEE Transactions on Robotics. 32 (6): 1309–1332. arXiv:1606.05830. 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Retrieved 26 April 2018. Domingos 2015. Artificial brain arguments: AI requires a simulation of the operation of the human brain * Russell & Norvig 2003, p. 957 * Crevier 1993, pp. 271 and 279 A few of the people who make some form of the argument: * Moravec 1988 * Kurzweil 2005, p. 262 * Hawkins & Blakeslee 2005 The most extreme form of this argument (the brain replacement scenario) was put forward by Clark Glymour in the mid-1970s and was touched on by Zenon Pylyshyn and John Searle in 1980. Goertzel, Ben; Lian, Ruiting; Arel, Itamar; de Garis, Hugo; Chen, Shuo (December 2010). "A world survey of artificial brain projects, Part II: Biologically inspired cognitive architectures". Neurocomputing. 74 (1–3): 30–49. doi:10.1016/j.neucom.2010.08.012. Nilsson 1983, p. 10. Nils Nilsson writes: "Simply put, there is wide disagreement in the field about what AI is all about."[163] AI's immediate precursors: * McCorduck 2004, pp. 51–107 * Crevier 1993, pp. 27–32 * Russell & Norvig 2003, pp. 15, 940 * Moravec 1988, p. 3 Haugeland 1985, pp. 112–117 The most dramatic case of sub-symbolic AI being pushed into the background was the devastating critique of perceptrons by Marvin Minsky and Seymour Papert in 1969. See History of AI, AI winter, or Frank Rosenblatt. Cognitive simulation, Newell and Simon, AI at CMU (then called Carnegie Tech): * McCorduck 2004, pp. 139–179, 245–250, 322–323 (EPAM) * Crevier 1993, pp. 145–149 Soar (history): * McCorduck 2004, pp. 450–451 * Crevier 1993, pp. 258–263 McCarthy and AI research at SAIL and SRI International: * McCorduck 2004, pp. 251–259 * Crevier 1993 AI research at Edinburgh and in France, birth of Prolog: * Crevier 1993, pp. 193–196 * Howe 1994 AI at MIT under Marvin Minsky in the 1960s : * McCorduck 2004, pp. 259–305 * Crevier 1993, pp. 83–102, 163–176 * Russell & Norvig 2003, p. 19 Cyc: * McCorduck 2004, p. 489, who calls it "a determinedly scruffy enterprise" * Crevier 1993, pp. 239–243 * Russell & Norvig 2003, p. 363−365 * Lenat & Guha 1989 Knowledge revolution: * McCorduck 2004, pp. 266–276, 298–300, 314, 421 * Russell & Norvig 2003, pp. 22–23 Frederick, Hayes-Roth; William, Murray; Leonard, Adelman. "Expert systems". AccessScience. doi:10.1036/1097-8542.248550. Embodied approaches to AI: * McCorduck 2004, pp. 454–462 * Brooks 1990 * Moravec 1988 Weng et al. 2001. Lungarella et al. 2003. Asada et al. 2009. Oudeyer 2010. Revival of connectionism: * Crevier 1993, pp. 214–215 * Russell & Norvig 2003, p. 25 Computational intelligence * IEEE Computational Intelligence Society Archived 9 May 2008 at the Wayback Machine Hutson, Matthew (16 February 2018). "Artificial intelligence faces reproducibility crisis". Science. pp. 725–726. Bibcode:2018Sci...359..725H. doi:10.1126/science.359.6377.725. Archived from the original on 29 April 2018. Retrieved 28 April 2018. Norvig 2012. Langley 2011. Katz 2012. The intelligent agent paradigm: * Russell & Norvig 2003, pp. 27, 32–58, 968–972 * Poole, Mackworth & Goebel 1998, pp. 7–21 * Luger & Stubblefield 2004, pp. 235–240 * Hutter 2005, pp. 125–126 The definition used in this article, in terms of goals, actions, perception and environment, is due to Russell & Norvig (2003). Other definitions also include knowledge and learning as additional criteria. Agent architectures, hybrid intelligent systems: * Russell & Norvig (2003, pp. 27, 932, 970–972) * Nilsson (1998, chpt. 25) Hierarchical control system: * Albus 2002 Lieto, Antonio; Lebiere, Christian; Oltramari, Alessandro (May 2018). "The knowledge level in cognitive architectures: Current limitations and possibile developments". Cognitive Systems Research. 48: 39–55. doi:10.1016/j.cogsys.2017.05.001. hdl:2318/1665207. S2CID 206868967. Lieto, Antonio; Bhatt, Mehul; Oltramari, Alessandro; Vernon, David (May 2018). "The role of cognitive architectures in general artificial intelligence". Cognitive Systems Research. 48: 1–3. doi:10.1016/j.cogsys.2017.08.003. hdl:2318/1665249. S2CID 36189683. Russell & Norvig 2009, p. 1. White Paper: On Artificial Intelligence - A European approach to excellence and trust (PDF). Brussels: European Commission. 2020. p. 1. Archived (PDF) from the original on 20 February 2020. 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Dreyfus criticized the necessary condition of the physical symbol system hypothesis, which he called the "psychological assumption": "The mind can be viewed as a device operating on bits of information according to formal rules."[206] Dreyfus' critique of artificial intelligence: * Dreyfus 1972, Dreyfus & Dreyfus 1986 * Crevier 1993, pp. 120–132 * McCorduck 2004, pp. 211–239 * Russell & Norvig 2003, pp. 950–952, Gödel 1951: in this lecture, Kurt Gödel uses the incompleteness theorem to arrive at the following disjunction: (a) the human mind is not a consistent finite machine, or (b) there exist Diophantine equations for which it cannot decide whether solutions exist. Gödel finds (b) implausible, and thus seems to have believed the human mind was not equivalent to a finite machine, i.e., its power exceeded that of any finite machine. He recognized that this was only a conjecture, since one could never disprove (b). Yet he considered the disjunctive conclusion to be a "certain fact". 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In the early 1970s, Kenneth Colby presented a version of Weizenbaum's ELIZA known as DOCTOR which he promoted as a serious therapeutic tool.[216] Joseph Weizenbaum's critique of AI: * Weizenbaum 1976 * Crevier 1993, pp. 132–144 * McCorduck 2004, pp. 356–373 * Russell & Norvig 2003, p. 961 Weizenbaum (the AI researcher who developed the first chatterbot program, ELIZA) argued in 1976 that the misuse of artificial intelligence has the potential to devalue human life. Wendell Wallach (2010). Moral Machines, Oxford University Press. Wallach, pp 37–54. Wallach, pp 55–73. Wallach, Introduction chapter. Michael Anderson and Susan Leigh Anderson (2011), Machine Ethics, Cambridge University Press. "Machine Ethics". aaai.org. Archived from the original on 29 November 2014. Rubin, Charles (Spring 2003). "Artificial Intelligence and Human Nature". The New Atlantis. 1: 88–100. Archived from the original on 11 June 2012. Brooks, Rodney (10 November 2014). 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[230] Strong AI is defined similarly by Russell & Norvig (2003, p. 947): "The assertion that machines could possibly act intelligently
Abdullah-Abuolaim / Recurrent Defocus Deblurring Synth Dual PixelReference github repository for the paper "Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data". We propose a procedure to generate realistic DP data synthetically. Our synthesis approach mimics the optical image formation found on DP sensors and can be applied to virtual scenes rendered with standard computer software. Leveraging these realistic synthetic DP images, we introduce a new recurrent convolutional network (RCN) architecture that can improve defocus deblurring results and is suitable for use with single-frame and multi-frame data captured by DP sensors.
Abdullah-Abuolaim / Multi Task Defocus Deblurring Dual Pixel NimatReference github repository for the paper "Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning". We propose a single-image deblurring network that incorporates the two sub-aperture views into a multitask framework. Specifically, we show that jointly learning to predict the two DP views from a single blurry input image improves the network’s ability to learn to deblur the image. Our experiments show this multi-task strategy achieves +1dB PSNR improvement over state-of-the-art defocus deblurring methods. In addition, our multi-task framework allows accurate DP-view synthesis (e.g., ~ 39dB PSNR) from the single input image. These high-quality DP views can be used for other DP-based applications, such as reflection removal. As part of this effort, we have captured a new dataset of 7,059 high-quality images to support our training for the DP-view synthesis task.
bianlab / SPIA set of different reconstruction algorithms for single-pixel imaging (SPI).
williamdelacruz / Single Pixel ImagingSingle Pixel Imaging with Hadamard basis
nducros / SPIRITThis repository contains Matlab scripts and functions for single-pixel imaging
FeiWang0824 / Physics Driven Fine Tuningdemo code for "Single-pixel imaging using physics enhanced deep learning"
PhotonicsOpenProjects / ONE PIXAn open source Python single-pixel imaging kit for educational and research purposes.
bianlab / Single Pixel Depth ImagingA pyTorch implementation of the single-pixel depth imaging (SPDI) network, with support for training, inference and evaluation.
