Top deep learning Github repositories
Here's a list of top 200 deep learning Github repositories sorted by the number of stars. The query that has been used with Github search API is:
deep-learning OR CNN OR RNN OR "convolutional neural network" OR "recurrent neural network"
Trending deep learning Github repositories can be found here.
Date: 02-02-2020 compared to 09-01-2019
Note: This will be updated regularly.
| Pos | Name | Description | Language | Stars | Forks | |
|---|---|---|---|---|---|---|
| 1 | tensorflow | An Open Source Machine Learning Framework for Everyone | C++ | 140574 | 79704 | |
| 2 | keras | Deep Learning for humans | Python | 46627 | 17671 | |
| ➖ | 3 | opencv | Open Source Computer Vision Library | C++ | 41817 | 32255 |
| 4 | DeepLearning-500-questions | 深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06 | None | 36349 | 11201 | |
| ⬇️1 | 5 | TensorFlow-Examples | TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2) | Jupyter Notebook | 36173 | 13657 |
| ➖ | 6 | pytorch | Tensors and Dynamic neural networks in Python with strong GPU acceleration | C++ | 35719 | 8990 |
| 7 | caffe | Caffe: a fast open framework for deep learning. | C++ | 29775 | 18028 | |
| 8 | faceswap | Deepfakes Software For All | Python | 28863 | 9258 | |
| 9 | 100-Days-Of-ML-Code | 100 Days of ML Coding | Python | 27766 | 6943 | |
| ⬇️1 | 10 | deeplearningbook-chinese | Deep Learning Book Chinese Translation | TeX | 27753 | 8098 |
| 11 | Deep-Learning-Papers-Reading-Roadmap | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | Python | 25457 | 5818 | |
| 🆕 | 12 | practicalAI | Jupyter Notebook | 23437 | 4171 | |
| ⬇️2 | 13 | machine-learning-for-software-engineers | A complete daily plan for studying to become a machine learning engineer. | None | 23326 | 5466 |
| 14 | AiLearning | AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP | Python | 22923 | 7996 | |
| ⬇️2 | 15 | Detectron | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | Python | 22754 | 5016 |
| 16 | awesome-deep-learning-papers | The most cited deep learning papers | TeX | 20574 | 3987 | |
| 17 | handson-ml | A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow. | Jupyter Notebook | 18622 | 10022 | |
| 18 | incubator-mxnet | Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more | Python | 18344 | 6528 | |
| 19 | data-science-ipython-notebooks | Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines. | Python | 17947 | 5528 | |
| 20 | fastai | The fastai deep learning library, plus lessons and tutorials | Jupyter Notebook | 17001 | 6029 | |
| 21 | CNTK | Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit | C++ | 16658 | 4420 | |
| ➖ | 22 | darknet | Convolutional Neural Networks | C | 16203 | 10402 |
| 23 | d2l-zh | 《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。 | Python | 15910 | 4061 | |
| 24 | openpose | OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation | C++ | 15825 | 4682 | |
| 25 | spaCy | Python | 15643 | 2755 | ||
| 26 | Mask_RCNN | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | Python | 15583 | 7251 | |
| ⬆️4 | 27 | ML-From-Scratch | Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning. | Python | 15327 | 2935 |
| 28 | pytorch-tutorial | PyTorch Tutorial for Deep Learning Researchers | Python | 15314 | 4813 | |
| 29 | Real-Time-Voice-Cloning | Clone a voice in 5 seconds to generate arbitrary speech in real-time | Python | 15014 | 2651 | |
| 30 | 100-Days-Of-ML-Code | 100-Days-Of-ML-Code中文版 | Jupyter Notebook | 14977 | 4170 | |
| 31 | awesome-deep-learning | A curated list of awesome Deep Learning tutorials, projects and communities. | None | 14565 | 4592 | |
| 32 | lectures | Oxford Deep NLP 2017 course | None | 14411 | 3477 | |
| 33 | TensorFlow-Course | Simple and ready-to-use tutorials for TensorFlow | Python | 13938 | 2782 | |
| 34 | Qix | Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang | None | 13091 | 4701 | |
| 35 | cheatsheets-ai | Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5 | None | 13068 | 3175 | |
| ⬇️2 | 36 | openface | Face recognition with deep neural networks. | Lua | 13043 | 3260 |
| 37 | DeepSpeech | A TensorFlow implementation of Baidu's DeepSpeech architecture | C++ | 12951 | 2417 | |
| 38 | tfjs | A WebGL accelerated JavaScript library for training and deploying ML models. | TypeScript | 12566 | 1040 | |
| ⬇️4 | 39 | Screenshot-to-code | A neural network that transforms a design mock-up into a static website. | HTML | 12397 | 1226 |
| 40 | DeepFaceLab | DeepFaceLab is the leading software for creating deep fakes. | Python | 12237 | 2802 | |
| 41 | deeplearning-models | A collection of various deep learning architectures, models, and tips | Jupyter Notebook | 11483 | 2678 | |
| 42 | deeplearning4j | Eclipse Deeplearning4j, ND4J, DataVec and more - deep learning & linear algebra for Java/Scala with GPUs + Spark | Java | 11454 | 4803 | |
| 43 | awesome-datascience | 📝 An awesome Data Science repository to learn and apply for real world problems. | None | 10992 | 3237 | |
| 44 | pytorch-CycleGAN-and-pix2pix | Image-to-Image Translation in PyTorch | Python | 10911 | 3141 | |
| 45 | pix2code | pix2code: Generating Code from a Graphical User Interface Screenshot | Python | 10709 | 1160 | |
| 46 | neural-networks-and-deep-learning | Code samples for my book "Neural Networks and Deep Learning" | Python | 10687 | 5046 | |
| ⬇️3 | 47 | Paddle | PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署） | C++ | 10676 | 2823 |
| 48 | nndl.github.io | 《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning | HTML | 10517 | 2356 | |
| 49 | ray | A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library. | Python | 10248 | 1484 | |
| ⬆️32 | 50 | pytorch-handbook | pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行 | Jupyter Notebook | 10163 | 3056 |
| 51 | FastPhotoStyle | Style transfer, deep learning, feature transform | Python | 10052 | 1041 | |
| 52 | facenet | Face recognition using Tensorflow | Python | 9965 | 4055 | |
| 53 | char-rnn | Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch | Lua | 9953 | 2370 | |
| 54 | Machine-Learning-Tutorials | machine learning and deep learning tutorials, articles and other resources | None | 9920 | 3029 | |
| 55 | convnetjs | Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser. | JavaScript | 9888 | 1976 | |
| ⬇️3 | 56 | stanford-cs-229-machine-learning | VIP cheatsheets for Stanford's CS 229 Machine Learning | None | 9888 | 2402 |
| 57 | neural-enhance | Super Resolution for images using deep learning. | Python | 9868 | 1118 | |
| 58 | nsfw_data_scraper | Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier | Shell | 9853 | 2605 | |
| ⬇️1 | 59 | awesome-nlp | None | 9846 | 1822 | |
| 60 | dive-into-machine-learning | Dive into Machine Learning with Python Jupyter notebook and scikit-learn! | None | 9786 | 1817 | |
| 🆕 | 61 | spleeter | Deezer source separation library including pretrained models. | Python | 9752 | 853 |
| 62 | labelImg | 🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images | Python | 9635 | 3282 | |
| 63 | tensor2tensor | Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research. | Python | 9522 | 2456 | |
| 64 | CycleGAN | Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more. | Lua | 9419 | 1575 | |
| ⬇️6 | 65 | stanford-tensorflow-tutorials | This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research. | Python | 9377 | 4273 |
| 66 | tflearn | Deep learning library featuring a higher-level API for TensorFlow. | Python | 9363 | 2396 | |
| ⬆️2 | 67 | deep-learning-with-python-notebooks | Jupyter notebooks for the code samples of the book "Deep Learning with Python" | Jupyter Notebook | 9349 | 4607 |
| 68 | turicreate | Turi Create simplifies the development of custom machine learning models. | C++ | 9331 | 949 | |
| 69 | learnopencv | Learn OpenCV : C++ and Python Examples | Jupyter Notebook | 9264 | 6080 | |
| 70 | DeOldify | A Deep Learning based project for colorizing and restoring old images (and video!) | Jupyter Notebook | 8949 | 988 | |
| 71 | Awesome-pytorch-list | A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc. | None | 8917 | 1954 | |
| 72 | DeepCreamPy | Decensoring Hentai with Deep Neural Networks | Python | 8874 | 961 | |
| 73 | awesome-deep-vision | A curated list of deep learning resources for computer vision | None | 8842 | 2586 | |
| 74 | fast-style-transfer | TensorFlow CNN for fast style transfer |
Python | 8667 | 2160 | |
| 75 | EffectiveTensorflow | TensorFlow 1.x and 2.x tutorials and best practices. | None | 8566 | 964 | |
| ⬇️15 | 76 | tfjs-core | WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript. | TypeScript | 8561 | 988 |
| 77 | dlib | A toolkit for making real world machine learning and data analysis applications in C++ | C++ | 8546 | 2547 | |
| ➖ | 78 | horovod | Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet. | Python | 8517 | 1330 |
| 79 | caffe2 | Caffe2 is a lightweight, modular, and scalable deep learning framework. | Shell | 8482 | 2096 | |
| 80 | conv_arithmetic | A technical report on convolution arithmetic in the context of deep learning | TeX | 8169 | 1591 | |
| 81 | sonnet | TensorFlow-based neural network library | Python | 8138 | 1182 | |
| 82 | ncnn | ncnn is a high-performance neural network inference framework optimized for the mobile platform | C++ | 8071 | 2128 | |
| 83 | imgaug | Image augmentation for machine learning experiments. | Python | 8013 | 1603 | |
| 84 | TensorFlow-Tutorials | TensorFlow Tutorials with YouTube Videos | Jupyter Notebook | 8007 | 3922 | |
| 85 | libfacedetection | An open source library for face detection in images. The face detection speed can reach 1500FPS. | C++ | 7971 | 2267 | |
| ⬇️5 | 86 | allennlp | An open-source NLP research library, built on PyTorch. | Python | 7949 | 1707 |
| 87 | MLAlgorithms | Minimal and clean examples of machine learning algorithms implementations | Python | 7907 | 1424 | |
| ⬆️5 | 88 | netron | Visualizer for neural network, deep learning and machine learning models | JavaScript | 7882 | 959 |
| 89 | shap | A game theoretic approach to explain the output of any machine learning model. | Jupyter Notebook | 7792 | 1091 | |
| ⬇️5 | 90 | onnx | Open Neural Network Exchange | PureBasic | 7792 | 1281 |
| 91 | ml-agents | Unity Machine Learning Agents Toolkit | Python | 7685 | 2052 | |
| 92 | mit-deep-learning-book-pdf | MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville | Java | 7534 | 1845 | |
| 93 | pix2pix | Image-to-image translation with conditional adversarial nets | Lua | 7423 | 1289 | |
| 94 | deep-learning-drizzle | Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!! | None | 7284 | 1694 | |
| 95 | fashion-mnist | A MNIST-like fashion product database. Benchmark |
Python | 7160 | 1564 | |
| 96 | deep_learning_object_detection | A paper list of object detection using deep learning. | None | 7139 | 2009 | |
| 97 | Dive-into-DL-PyTorch | 本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。 | Jupyter Notebook | 7092 | 2054 | |
| 98 | mit-deep-learning | Tutorials, assignments, and competitions for MIT Deep Learning related courses. | Jupyter Notebook | 6899 | 1543 | |
| ⬆️25 | 99 | recommenders | Best Practices on Recommendation Systems | Jupyter Notebook | 6899 | 977 |
| 100 | Deep-Learning-with-TensorFlow-book | 深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework. | Python | 6771 | 1848 | |
| 101 | pytorch-book | PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》) | Jupyter Notebook | 6685 | 2453 | |
| 102 | bert-as-service | Mapping a variable-length sentence to a fixed-length vector using BERT model | Python | 6681 | 1357 | |
| 103 | streamlit | Streamlit — The fastest way to build custom ML tools | Python | 6650 | 575 | |
| 104 | autokeras | An AutoML system based on Keras | Python | 6561 | 1058 | |
| 105 | py-faster-rcnn | Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version | Python | 6551 | 3875 | |
| 106 | pytorch_geometric | Geometric Deep Learning Extension Library for PyTorch | Python | 6473 | 1036 | |
| 107 | Keras-GAN | Keras implementations of Generative Adversarial Networks. | Python | 6450 | 2323 | |
| 108 | ludwig | Ludwig is a toolbox built on top of TensorFlow that allows to train and test deep learning models without the need to write code. | Python | 6350 | 724 | |
| 109 | lab | A customisable 3D platform for agent-based AI research | C | 6052 | 1222 | |
| 110 | deep-learning-models | Keras code and weights files for popular deep learning models. | Python | 5959 | 1986 | |
| 111 | handson-ml2 | A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2. | Jupyter Notebook | 5921 | 2144 | |
| 112 | tensorlayer | Deep Learning and Reinforcement Learning Library for Scientists |
Python | 5876 | 1344 | |
| 113 | BossSensor | Hide screen when boss is approaching. | Python | 5830 | 1091 | |
| ⬇️4 | 114 | text_classification | all kinds of text classification models and more with deep learning | Python | 5794 | 2200 |
| 🆕 | 115 | machine-learning-yearning-cn | Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著 | CSS | 5770 | 1232 |
| 116 | Swift-AI | The Swift machine learning library. | Swift | 5666 | 549 | |
| 117 | python-machine-learning-book-2nd-edition | The "Python Machine Learning (2nd edition)" book code repository and info resource | Jupyter Notebook | 5569 | 2288 | |
| 118 | awesome-rnn | Recurrent Neural Network - A curated list of resources dedicated to RNN | None | 5559 | 1403 | |
| 119 | DeepLearningFlappyBird | Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning). | Python | 5507 | 1808 | |
| ⬇️13 | 120 | SerpentAI | Game Agent Framework. Helping you create AIs / Bots to play any game you own! | Jupyter Notebook | 5451 | 607 |
| 121 | tensorflow_cookbook | Code for Tensorflow Machine Learning Cookbook | Jupyter Notebook | 5438 | 2331 | |
| 122 | AdversarialNetsPapers | The classical paper list with code about generative adversarial nets | None | 5356 | 1824 | |
| 123 | darkflow | Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices | Python | 5328 | 1909 | |
| 124 | deepo | Set up deep learning environment in a single command line. | Python | 5308 | 654 | |
| ⬆️58 | 125 | nni | An open source AutoML toolkit for neural architecture search, model compression and hyper-parameter tuning. | Python | 5281 | 676 |
| 126 | chainer | A flexible framework of neural networks for deep learning | Python | 5274 | 1369 | |
| ⬇️6 | 127 | awesome-artificial-intelligence | A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers | None | 5239 | 1117 |
| 128 | tensorpack | A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility | Python | 5213 | 1593 | |
| 129 | deep-residual-networks | Deep Residual Learning for Image Recognition | None | 5193 | 2041 | |
| ⬆️12 | 130 | nlp-tutorial | Natural Language Processing Tutorial for Deep Learning Researchers | Jupyter Notebook | 5176 | 1387 |
| 131 | cnn-text-classification-tf | Convolutional Neural Network for Text Classification in Tensorflow | Python | 5107 | 2620 | |
| 132 | neuraltalk | NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences. | Python | 5086 | 1333 | |
| ⬇️19 | 133 | srez | Image super-resolution through deep learning | Python | 5079 | 655 |
| ⬇️5 | 134 | xlnet | XLNet: Generalized Autoregressive Pretraining for Language Understanding | Python | 5046 | 976 |
| ⬇️13 | 135 | tiny-dnn | header only, dependency-free deep learning framework in C++14 | C++ | 4992 | 1284 |
| 136 | incubator-tvm | Open deep learning compiler stack for cpu, gpu and specialized accelerators | Python | 4966 | 1324 | |
| 137 | awesome-object-detection | Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html | None | 4914 | 1474 | |
| 138 | PySyft | A library for encrypted, privacy preserving machine learning | Python | 4819 | 1073 | |
| ⬆️11 | 139 | wav2letter | Facebook AI Research's Automatic Speech Recognition Toolkit | C++ | 4806 | 767 |
| 140 | deep-learning-coursera | Deep Learning Specialization by Andrew Ng on Coursera. | Jupyter Notebook | 4773 | 3710 | |
| 141 | Paddle-Lite | Multi-platform high performance deep learning inference engine (『飞桨』多平台高性能深度学习预测引擎） | C++ | 4770 | 993 | |
| 142 | TopDeepLearning | A list of popular github projects related to deep learning | Python | 4764 | 970 | |
| ⬆️2 | 143 | faster-rcnn.pytorch | A faster pytorch implementation of faster r-cnn | Python | 4764 | 1616 |
| 144 | face_classification | Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV. | Python | 4703 | 1388 | |
| 145 | keras-js | Run Keras models in the browser, with GPU support using WebGL | JavaScript | 4685 | 507 | |
| 146 | photoprism | Personal Photo Management powered by Go and Google TensorFlow | Go | 4623 | 258 | |
| 147 | h2o-3 | Open Source Fast Scalable Machine Learning Platform For Smarter Applications: Deep Learning, Gradient Boosting & XGBoost, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles, Automatic Machine Learning (AutoML), etc. | Java | 4580 | 1672 | |
| 148 | TensorFlow-World | 🌎 Simple and ready-to-use tutorials for TensorFlow | Python | 4468 | 426 | |
| ➖ | 149 | the-incredible-pytorch | The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch. | None | 4463 | 883 |
| 150 | mediapipe | MediaPipe is a cross-platform framework for building multimodal applied machine learning pipelines | C++ | 4458 | 785 | |
| ⬇️12 | 151 | keras-rl | Deep Reinforcement Learning for Keras. | Python | 4445 | 1146 |
| 152 | edward | A probabilistic programming language in TensorFlow. Deep generative models, variational inference. | Jupyter Notebook | 4435 | 780 | |
| 153 | MMdnn | MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML. | Python | 4421 | 839 | |
| 154 | amazon-dsstne | Deep Scalable Sparse Tensor Network Engine (DSSTNE) is an Amazon developed library for building Deep Learning (DL) machine learning (ML) models | C++ | 4408 | 762 | |
| 🆕 | 155 | TensorFlow-2.x-Tutorials | TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。 | Jupyter Notebook | 4348 | 1415 |
| 156 | albumentations | fast image augmentation library and easy to use wrapper around other libraries | Python | 4336 | 576 | |
| 157 | Grokking-Deep-Learning | this repository accompanies the book "Grokking Deep Learning" | Jupyter Notebook | 4313 | 926 | |
| 158 | machine-learning-mindmap | A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning. | None | 4309 | 762 | |
| 159 | pix2pixHD | Synthesizing and manipulating 2048x1024 images with conditional GANs | Python | 4299 | 867 | |
| 160 | neurojs | A JavaScript deep learning and reinforcement learning library. | JavaScript | 4291 | 365 | |
| 161 | pandas-profiling | Create HTML profiling reports from pandas DataFrame objects | Python | 4290 | 588 | |
| 162 | PyTorch-Tutorial | Build your neural network easy and fast | Jupyter Notebook | 4286 | 1984 | |
| 163 | machine_learning_examples | A collection of machine learning examples and tutorials. | Python | 4232 | 4100 | |
| 164 | Realtime_Multi-Person_Pose_Estimation | Code repo for realtime multi-person pose estimation in CVPR'17 (Oral) | Jupyter Notebook | 4190 | 1252 | |
| 165 | deeplearning-papernotes | Summaries and notes on Deep Learning research papers | None | 4162 | 891 | |
| 166 | sketch-code | Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to drawn source images. | Python | 4148 | 534 | |
| 167 | serving | A flexible, high-performance serving system for machine learning models | C++ | 4148 | 1663 | |
| 168 | graph_nets | Build Graph Nets in Tensorflow | Python | 4127 | 612 | |
| 169 | tensorspace | Neural network 3D visualization framework, build interactive and intuitive model in browsers, support pre-trained deep learning models from TensorFlow, Keras, TensorFlow.js | JavaScript | 4093 | 363 | |
| ⬆️15 | 170 | book | None | 4071 | 1492 | |
| 🆕 | 171 | seq2seq-couplet | Play couplet with seq2seq model. 用深度学习对对联。 | Python | 4060 | 813 |
| 172 | spinningup | An educational resource to help anyone learn deep reinforcement learning. | Python | 4030 | 820 | |
| 173 | DeepLearningProject | An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch. | HTML | 4028 | 614 | |
| ⬇️13 | 174 | stanford-cs-230-deep-learning | VIP cheatsheets for Stanford's CS 230 Deep Learning | None | 4017 | 816 |
| 175 | labelme | Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation). | Python | 4000 | 1275 | |
| ⬇️18 | 176 | vrn | Shell | 3951 | 659 | |
| 177 | dgl | Python package built to ease deep learning on graph, on top of existing DL frameworks. | Python | 3944 | 656 | |
| 178 | learning-to-learn | Learning to Learn in TensorFlow | Python | 3934 | 587 | |
| ⬆️19 | 179 | MVision | 机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶 | C++ | 3914 | 1699 |
| 180 | DeepPavlov | An open source library for deep learning end-to-end dialog systems and chatbots. | Python | 3912 | 720 | |
| 181 | models | Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型） | Python | 3910 | 1839 | |
| 182 | DIGITS | Deep Learning GPU Training System | HTML | 3899 | 1386 | |
| 183 | carla | Open-source simulator for autonomous driving research. | C++ | 3885 | 1058 | |
| 184 | DeepLearningTutorials | Deep Learning Tutorial notes and code. See the wiki for more info. | Python | 3882 | 2137 | |
| 185 | DenseNet | Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award). | Lua | 3833 | 923 | |
| 186 | neon | Intel® Nervana™ reference deep learning framework committed to best performance on all hardware | Python | 3821 | 847 | |
| 187 | OpenNMT-py | Open Source Neural Machine Translation in PyTorch | Python | 3802 | 1453 | |
| 188 | DeepLearningZeroToAll | TensorFlow Basic Tutorial Labs | Jupyter Notebook | 3798 | 2394 | |
| 189 | d2l-en | Dive into Deep Learning: an interactive deep learning book with code, math, and discussions, based on the NumPy interface. | Python | 3790 | 976 | |
| 190 | Augmentor | Image augmentation library in Python for machine learning. | Jupyter Notebook | 3767 | 714 | |
| 191 | Deep-Learning-21-Examples | 《21个项目玩转深度学习———基于TensorFlow的实践详解》配套代码 | Python | 3750 | 1637 | |
| ⬇️20 | 192 | mace | MACE is a deep learning inference framework optimized for mobile heterogeneous computing platforms. | C++ | 3735 | 662 |
| 193 | Practical_RL | A course in reinforcement learning in the wild | Jupyter Notebook | 3716 | 1082 | |
| ⬇️29 | 194 | dl-docker | An all-in-one Docker image for deep learning. Contains all the popular DL frameworks (TensorFlow, Theano, Torch, Caffe, etc.) | Python | 3706 | 823 |
| 195 | deep-learning-roadmap | 📡 All You Need to Know About Deep Learning - A kick-starter | Python | 3680 | 565 | |
| ⬇️21 | 196 | SSD-Tensorflow | Single Shot MultiBox Detector in TensorFlow | Jupyter Notebook | 3651 | 1779 |
| 197 | MachineLearning | Basic Machine Learning and Deep Learning | Python | 3648 | 2722 | |
| 198 | machine-learning-notes | My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (1500+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(1500+页)和视频链接 | Jupyter Notebook | 3612 | 1007 | |
| 199 | ML-NLP | 此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。 | Jupyter Notebook | 3603 | 1073 | |
| 200 | attention-is-all-you-need-pytorch | A PyTorch implementation of the Transformer model in "Attention is All You Need". | Python | 3603 | 953 |