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 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 :metal: 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 :book: 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: None 4 964
35 ai-deadlines :alarm_clock: 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 :memo: 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 :books: 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 :book: MIT Deep Learning Book in PDF format None 3 246
71 face-alignment :fire: 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 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 (, 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