| Pos1 | Name | Description | Language | Stars Today | Total Stars |
|---|---|---|---|---|---|
| 1 | pytorch | Tensors and Dynamic neural networks in Python with strong GPU acceleration | C++ | 18 | 17245 |
| 2 | keras | Deep Learning for humans | Python | 16 | 31783 |
| 3 | deeplearningbook-chinese | Deep Learning Book Chinese Translation | TeX | 15 | 18828 |
| 4 | tfjs | A WebGL accelerated JavaScript library for training and deploying ML models. | JavaScript | 13 | 8339 |
| 5 | Deep-Learning-Papers-Reading-Roadmap | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | Python | 11 | 18229 |
| 6 | Detectron | FAIR’s research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | Python | 11 | 15326 |
| 7 | TensorFlow-Examples | TensorFlow Tutorial and Examples for Beginners with Latest APIs | Jupyter Notebook | 10 | 23682 |
| 8 | deep-reinforcement-learning | Repo for the Deep Reinforcement Learning Nanodegree program | Jupyter Notebook | 10 | 1124 |
| 9 | opencv | Open Source Computer Vision Library | C++ | 9 | 26315 |
| 10 | fastai | The fast.ai deep learning library, lessons, and tutorials | Jupyter Notebook | 9 | 5948 |
| 11 | Mask_RCNN | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | Python | 9 | 6727 |
| 12 | openpose | OpenPose: Real-time multi-person keypoint detection library for body, face, and hands estimation | C++ | 8 | 8174 |
| 13 | pytorch-tutorial | PyTorch Tutorial for Deep Learning Researchers | Python | 8 | 6500 |
| 14 | caffe | Caffe: a fast open framework for deep learning. | C++ | 8 | 24930 |
| 15 | awesome-deep-learning-papers | The most cited deep learning papers | TeX | 7 | 15445 |
| 16 | machine-learning-for-software-engineers | A complete daily plan for studying to become a machine learning engineer. | None | 7 | 19273 |
| 17 | machine-learning-yearning-cn | Machine Learning Yearning Official Chinese Translation | CSS | 7 | 257 |
| 18 | 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 | 7 | 8483 |
| 19 | labelImg |
 LabelImg is a graphical image annotation tool and label object bounding boxes in images |
Python | 6 | 3982 |
| 20 | horovod | Distributed training framework for TensorFlow, Keras, and PyTorch. | C++ | 6 | 3222 |
| 21 | darknet | Convolutional Neural Networks | C | 6 | 8723 |
| 22 | DeepLearningZeroToAll | TensorFlow Basic Tutorial Labs | Jupyter Notebook | 6 | 2548 |
| 23 | dlib | A toolkit for making real world machine learning and data analysis applications in C++ | C++ | 6 | 5379 |
| 24 | ray | A high-performance distributed execution engine | Python | 6 | 3740 |
| 25 | CNTK | Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit | C++ | 5 | 14840 |
| 26 | tensor2tensor | Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research. | Python | 5 | 4526 |
| 27 | imgaug | Image augmentation for machine learning experiments. | Python | 5 | 3251 |
| 28 | ml-agents | Unity Machine Learning Agents Toolkit | C# | 5 | 3499 |
| 29 | deep-learning-with-python-notebooks | Jupyter notebooks for the code samples of the book “Deep Learning with Python” | Jupyter Notebook | 5 | 3848 |
| 30 | ncnn | ncnn is a high-performance neural network inference framework optimized for the mobile platform | C | 4 | 4253 |
| 31 | conv_arithmetic | A technical report on convolution arithmetic in the context of deep learning | TeX | 4 | 4154 |
| 32 | TensorFlow-Tutorials | TensorFlow Tutorials with YouTube Videos | Jupyter Notebook | 4 | 4773 |
| 33 | awesome-nlp |
 A curated list of resources dedicated to Natural Language Processing (NLP) |
None | 4 | 6244 |
| 34 | awesome-object-detection | Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html | None | 4 | 964 |
| 35 | ai-deadlines |
 AI conference deadline countdowns |
HTML | 4 | 686 |
| 36 | decaNLP | The Natural Language Decathlon: A Multitask Challenge for NLP | Python | 4 | 929 |
| 37 | face_classification | Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV. | Python | 4 | 2943 |
| 38 | MachineLearning | Basic Machine Learning and Deep Learning | Python | 4 | 2656 |
| 39 | the-incredible-pytorch | The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch. | None | 4 | 2601 |
| 40 | text_classification | all kinds of text classificaiton models and more with deep learning | Python | 4 | 2361 |
| 41 | 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 | 4 | 1938 |
| 42 | Awesome-pytorch-list | A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc. | None | 4 | 1829 |
| 43 | srgan | Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | Python | 4 | 909 |
| 44 | allennlp | An open-source NLP research library, built on PyTorch. | Python | 4 | 2716 |
| 45 | gluon-api | A clear, concise, simple yet powerful and efficient API for deep learning. | Jupyter Notebook | 4 | 2209 |
| 46 | DeepSpeech | A TensorFlow implementation of Baidu’s DeepSpeech architecture | C++ | 4 | 7305 |
| 47 | 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 | 4 | 14557 |
| 48 | spaCy | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | Python | 4 | 9952 |
| 49 | openface | Face recognition with deep neural networks. | Lua | 4 | 10398 |
| 50 | deeplearning4j | Deeplearning4j, ND4J, DataVec and more - deep learning & linear algebra for Java/Scala with GPUs + Spark - From Skymind | Java | 4 | 9360 |
| 51 | mit-deep-learning-book-pdf | MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville | Java | 3 | 3372 |
| 52 | lectures | Oxford Deep NLP 2017 course | None | 3 | 12213 |
| 53 | carla | Open-source simulator for autonomous driving research. | C++ | 3 | 1508 |
| 54 | DIGITS | Deep Learning GPU Training System | HTML | 3 | 3255 |
| 55 | tflearn | Deep learning library featuring a higher-level API for TensorFlow. | Python | 3 | 8328 |
| 56 | stanford-tensorflow-tutorials | This repository contains code examples for the Stanford’s course: TensorFlow for Deep Learning Research. | Python | 3 | 6755 |
| 57 | awesome-datascience |
 An awesome Data Science repository to learn and apply for real world problems. |
None | 3 | 8290 |
| 58 | iGAN | Interactive Image Generation via Generative Adversarial Networks | Python | 3 | 2851 |
| 59 | chainerrl | ChainerRL is a deep reinforcement learning library built on top of Chainer. | Python | 3 | 501 |
| 60 | neural-enhance | Super Resolution for images using deep learning. | Python | 3 | 8246 |
| 61 | char-rnn | Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch | Lua | 3 | 8229 |
| 62 | deep-learning-models | Keras code and weights files for popular deep learning models. | Python | 3 | 3791 |
| 63 | light_head_rcnn | Light-Head R-CNN | Jupyter Notebook | 3 | 479 |
| 64 | convnetjs | Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser. | JavaScript | 3 | 9201 |
| 65 | book |
 All programming languages books |
None | 3 | 716 |
| 66 | Deep_reinforcement_learning_Course | Notebooks from the free course Deep Reinforcement Learning with Tensorflow | Jupyter Notebook | 3 | 295 |
| 67 | simulated-unsupervised-tensorflow | TensorFlow implementation of “Learning from Simulated and Unsupervised Images through Adversarial Training” | Python | 3 | 458 |
| 68 | awesome-deep-learning | A curated list of awesome Deep Learning tutorials, projects and communities. | None | 3 | 9344 |
| 69 | tensorpack | A Neural Net Training Interface on TensorFlow | Python | 3 | 2470 |
| 70 | deep-learning-book |
MIT Deep Learning Book in PDF format |
None | 3 | 246 |
| 71 | face-alignment |
 2D and 3D Face alignment library build using pytorch |
Python | 3 | 1788 |
| 72 | opencv4nodejs | Asynchronous OpenCV 3.x nodejs bindings with JavaScript and TypeScript API, with examples for: Face Detection, Machine Learning, Deep Neural Nets, Hand Gesture Recognition, Object Tracking, Feature Matching, Image Histogram | C++ | 3 | 1798 |
| 73 | awesome-CoreML-models | Collection of models for Core ML | None | 3 | 394 |
| 74 | deep-learning-papers-translation | 深度学习论文翻译，包括分类论文，检测论文等 | None | 3 | 450 |
| 75 | daily-paper-computer-vision | 记录每天整理的计算机视觉/深度学习/机器学习相关方向的论文 | None | 3 | 798 |
| 76 | keras-attention-mechanism | Attention mechanism Implementation for Keras. | Python | 3 | 809 |
| 77 | caffe2 | Caffe2 is a lightweight, modular, and scalable deep learning framework. | C++ | 3 | 8173 |
| 78 | probability | Probabilistic reasoning and statistical analysis in TensorFlow | Jupyter Notebook | 3 | 828 |
| 79 | keras-js | Run Keras models in the browser, with GPU support using WebGL | JavaScript | 3 | 4221 |
| 80 | tf-pose-estimation | Deep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference. | PureBasic | 3 | 1067 |
| 81 | py-faster-rcnn | Faster R-CNN (Python implementation) – see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version | Python | 3 | 4536 |
| 82 | MTCNN_face_detection_alignment | Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks | Matlab | 3 | 1203 |
| 83 | tfjs-core | WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript. | TypeScript | 3 | 7755 |
| 84 | 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 | 3 | 13220 |
| 85 | turicreate | Turi Create simplifies the development of custom machine learning models. | C++ | 3 | 7109 |
| 86 | faster_rcnn | Faster R-CNN | Matlab | 2 | 1740 |
| 87 | plaidml | PlaidML is a framework for making deep learning work everywhere. | C++ | 2 | 1085 |
| 88 | pointnet | PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation | Python | 2 | 1081 |
| 89 | pytorch-book | PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation | Jupyter Notebook | 2 | 1762 |
| 90 | PyTorch-Tutorial | Build your neural network easy and fast | Jupyter Notebook | 2 | 1436 |
| 91 | DeepLearningForNLPInPytorch | An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction. | Jupyter Notebook | 2 | 1198 |
| 92 | CADL | Course materials/Homework materials for the FREE MOOC course on “Creative Applications of Deep Learning w/ Tensorflow” #CADL | Jupyter Notebook | 2 | 1148 |
| 93 | Video-Classification-2-Stream-CNN | Video Classification using 2 stream CNN | Python | 2 | 218 |
| 94 | labelme | Image Polygonal Annotation with Python (polygon, rectangle, line, point and image-level flag annotation). | Python | 2 | 911 |
| 95 | tvm | Open deep learning compiler stack for cpu, gpu and specialized accelerators | C++ | 2 | 1728 |
| 96 | zhihu | This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code. | Jupyter Notebook | 2 | 1144 |
| 97 | machine-learning-notes | My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (1000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(1000+页)和视频链接 | Jupyter Notebook | 2 | 1064 |
| 98 | tensorflow-1.4-billion-password-analysis | Deep Learning model to analyze a large corpus of clear text passwords. | Python | 2 | 888 |
| 99 | mshadow | Matrix Shadow:Lightweight CPU/GPU Matrix and Tensor Template Library in C++/CUDA for (Deep) Machine Learning | C++ | 2 | 887 |
| 100 | frugally-deep | Header-only library for using Keras models in C++. | C++ | 2 | 247 |