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: 09-07-2018 compared to 07-17-2018
Hint: This will be updated regularly.
| Pos | Name | Description | Language | Stars | Forks | |
|---|---|---|---|---|---|---|
| ➖ | 1 | tensorflow | An Open Source Machine Learning Framework for Everyone | C++ | 109031 | 67289 |
| ➖ | 2 | keras | Deep Learning for humans | Python | 33284 | 12550 |
| ➖ | 3 | opencv | Open Source Computer Vision Library | C++ | 27462 | 19683 |
| ➖ | 4 | caffe | Caffe: a fast open framework for deep learning. | C++ | 25466 | 15550 |
| ➖ | 5 | TensorFlow-Examples | TensorFlow Tutorial and Examples for Beginners with Latest APIs | Jupyter Notebook | 24822 | 9294 |
| ➖ | 6 | machine-learning-for-software-engineers | A complete daily plan for studying to become a machine learning engineer. | None | 19847 | 4289 |
| ➖ | 7 | deeplearningbook-chinese | Deep Learning Book Chinese Translation | TeX | 19736 | 5955 |
| ➖ | 8 | Deep-Learning-Papers-Reading-Roadmap | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | Python | 19090 | 4196 |
| ➖ | 9 | pytorch | Tensors and Dynamic neural networks in Python with strong GPU acceleration | C++ | 18463 | 4407 |
| ➖ | 10 | awesome-deep-learning-papers | The most cited deep learning papers | TeX | 16135 | 3013 |
| ➖ | 11 | Detectron | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | Python | 16118 | 3188 |
| ⬆️1 | 12 | 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 | C++ | 15157 | 5481 |
| ⬇️1 | 13 | CNTK | Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit | C++ | 15078 | 4019 |
| ➖ | 14 | 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 | 13687 | 4032 |
| ➖ | 15 | lectures | Oxford Deep NLP 2017 course | None | 12548 | 2845 |
| ➖ | 16 | Qix | Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang | None | 11588 | 4528 |
| ⬆️1 | 17 | openface | Face recognition with deep neural networks. | Lua | 10666 | 2547 |
| ⬇️1 | 18 | Screenshot-to-code-in-Keras | A neural network that transforms a screenshot into a static website | Jupyter Notebook | 10641 | 997 |
| ➖ | 19 | spaCy | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | Python | 10606 | 1741 |
| ➖ | 20 | cheatsheets-ai | Essential Cheat Sheets for deep learning and machine learning researchers | None | 10152 | 2348 |
| ⬆️5 | 21 | ML-From-Scratch | Machine Learning From Scratch. Bare bones Python implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from data mining to deep learning. | Python | 9992 | 1520 |
| ⬆️1 | 22 | awesome-deep-learning | A curated list of awesome Deep Learning tutorials, projects and communities. | None | 9751 | 2885 |
| ⬇️2 | 23 | deeplearning4j | Deeplearning4j, ND4J, DataVec and more - deep learning & linear algebra for Java/Scala with GPUs + Spark - From Skymind | Java | 9568 | 4430 |
| ⬇️2 | 24 | pix2code | pix2code: Generating Code from a Graphical User Interface Screenshot | Python | 9457 | 888 |
| ➖ | 25 | darknet | Convolutional Neural Networks | C | 9378 | 5032 |
| ⬇️2 | 26 | convnetjs | Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser. | JavaScript | 9266 | 1845 |
| ⬆️1 | 27 | 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 | 9261 | 4844 |
| ⬆️6 | 28 | tfjs | A WebGL accelerated JavaScript library for training and deploying ML models. | JavaScript | 8869 | 559 |
| ⬆️7 | 29 | openpose | OpenPose: Real-time multi-person keypoint detection library for body, face, and hands estimation | C++ | 8818 | 2324 |
| ⬇️3 | 30 | dive-into-machine-learning | Dive into Machine Learning with Python Jupyter notebook and scikit-learn! | None | 8587 | 1518 |
| ⬇️2 | 31 | FastPhotoStyle | Style transfer, deep learning, feature transform | Python | 8562 | 737 |
| ⬇️1 | 32 | awesome-datascience | 📝 An awesome Data Science repository to learn and apply for real world problems. | None | 8561 | 2545 |
| ⬇️3 | 33 | tflearn | Deep learning library featuring a higher-level API for TensorFlow. | Python | 8506 | 2135 |
| ⬇️1 | 34 | char-rnn | Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch | Lua | 8437 | 2104 |
| ⬇️3 | 35 | neural-enhance | Super Resolution for images using deep learning. | Python | 8371 | 862 |
| ⬇️1 | 36 | caffe2 | Caffe2 is a lightweight, modular, and scalable deep learning framework. | C++ | 8260 | 2073 |
| ➖ | 37 | tfjs-core | WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript. | TypeScript | 7952 | 840 |
| ➖ | 38 | Machine-Learning-Tutorials | machine learning and deep learning tutorials, articles and other resources | None | 7940 | 2274 |
| ⬆️1 | 39 | DeepSpeech | A TensorFlow implementation of Baidu's DeepSpeech architecture | C++ | 7722 | 1316 |
| ⬇️1 | 40 | EffectiveTensorflow | TensorFlow tutorials and best practices. | None | 7664 | 798 |
| ➖ | 41 | Paddle | PArallel Distributed Deep LEarning | C++ | 7506 | 2049 |
| ⬆️5 | 42 | Mask_RCNN | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | Python | 7473 | 3030 |
| ⬇️1 | 43 | neural-networks-and-deep-learning | Code samples for my book "Neural Networks and Deep Learning" | Python | 7430 | 3807 |
| ⬇️1 | 44 | turicreate | Turi Create simplifies the development of custom machine learning models. | C++ | 7348 | 669 |
| ⬇️1 | 45 | awesome-deep-vision | A curated list of deep learning resources for computer vision | None | 7209 | 2142 |
| ⬆️6 | 46 | fastai | The fast.ai deep learning library, lessons, and tutorials | Jupyter Notebook | 7095 | 2575 |
| ⬇️1 | 47 | stanford-tensorflow-tutorials | This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research. | Python | 7081 | 3262 |
| ➖ | 48 | CycleGAN | Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more. | Lua | 7012 | 1082 |
| ➖ | 49 | pytorch-tutorial | PyTorch Tutorial for Deep Learning Researchers | Python | 7005 | 2056 |
| ⬇️5 | 50 | MLAlgorithms | Minimal and clean examples of machine learning algorithms implementations | Python | 6954 | 1121 |
| ⬇️1 | 51 | fast-style-transfer | TensorFlow CNN for fast style transfer ⚡🖥🎨🖼 | Python | 6574 | 1524 |
| ⬇️1 | 52 | awesome-nlp | 📖 A curated list of resources dedicated to Natural Language Processing (NLP) | None | 6497 | 1161 |
| 🆕 | 53 | AiLearning | AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP | Python | 5820 | 2291 |
| ➖ | 54 | dlib | A toolkit for making real world machine learning and data analysis applications in C++ | C++ | 5663 | 1672 |
| ➖ | 55 | facenet | Face recognition using Tensorflow | Python | 5659 | 2420 |
| ⬇️3 | 56 | Swift-AI | The Swift machine learning library. | Swift | 5428 | 534 |
| ⬆️4 | 57 | TensorFlow-Tutorials | TensorFlow Tutorials with YouTube Videos | Jupyter Notebook | 5247 | 2551 |
| ⬇️1 | 58 | pix2pix | Image-to-image translation with conditional adversarial nets | Lua | 5163 | 828 |
| ⬆️3 | 59 | pytorch-CycleGAN-and-pix2pix | Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more) | Python | 5107 | 1209 |
| ⬇️2 | 60 | awesome-rnn | Recurrent Neural Network - A curated list of resources dedicated to RNN | None | 5037 | 1259 |
| ⬇️5 | 61 | BossSensor | Hide screen when boss is approaching. | Python | 5028 | 930 |
| ⬆️2 | 62 | tensor2tensor | Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research. | Python | 4934 | 1195 |
| ⬇️4 | 63 | srez | Image super-resolution through deep learning | Python | 4856 | 603 |
| ⬇️4 | 64 | neuraltalk | NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences. | Python | 4795 | 1253 |
| ⬇️2 | 65 | py-faster-rcnn | Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version | Python | 4762 | 3111 |
| ⬆️2 | 66 | ncnn | ncnn is a high-performance neural network inference framework optimized for the mobile platform | C | 4589 | 1155 |
| ⬇️2 | 67 | DeepLearningFlappyBird | Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning). | Python | 4572 | 1428 |
| ⬆️3 | 68 | conv_arithmetic | A technical report on convolution arithmetic in the context of deep learning | TeX | 4483 | 894 |
| ⬆️8 | 69 | labelImg | 🤘 LabelImg is a graphical image annotation tool and label object bounding boxes in images | Python | 4434 | 1638 |
| ⬇️3 | 70 | tiny-dnn | header only, dependency-free deep learning framework in C++14 | C++ | 4361 | 1153 |
| ⬇️5 | 71 | TopDeepLearning | A list of popular github projects related to deep learning | None | 4339 | 745 |
| ⬇️3 | 72 | keras-js | Run Keras models in the browser, with GPU support using WebGL | JavaScript | 4290 | 429 |
| ➖ | 73 | tensorlayer | Versatile Deep Learning Toolbox for Industry and Academic | Python | 4247 | 1046 |
| ⬆️8 | 74 | deep-learning-with-python-notebooks | Jupyter notebooks for the code samples of the book "Deep Learning with Python" | Jupyter Notebook | 4211 | 1695 |
| ⬇️5 | 75 | amazon-dsstne | Deep Scalable Sparse Tensor Network Engine (DSSTNE) is an Amazon developed library for building Deep Learning (DL) machine learning (ML) models | C++ | 4187 | 700 |
| ⬆️4 | 76 | onnx | Open Neural Network Exchange | PureBasic | 4176 | 579 |
| ⬇️3 | 77 | deepo | A series of Docker images (and their generator) that allows you to quickly set up your deep learning research environment. | Python | 4170 | 433 |
| ⬆️7 | 78 | ray | A high-performance distributed execution engine | Python | 4154 | 562 |
| ⬇️7 | 79 | neurojs | A javascript deep learning and reinforcement learning library. | JavaScript | 4140 | 334 |
| ⬇️2 | 80 | deep-residual-networks | Deep Residual Learning for Image Recognition | None | 4111 | 1640 |
| ⬇️5 | 81 | chainer | A flexible framework of neural networks for deep learning | Python | 4091 | 1083 |
| ⬇️3 | 82 | awesome-artificial-intelligence | A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers | None | 4073 | 855 |
| ⬇️8 | 83 | paddle-mobile | This research aims at simply deploying deeplearning on mobile and embedded devices, with low complexity and high speed. old name mobile deep learning. | C++ | 4032 | 774 |
| ⬇️1 | 84 | deep-learning-models | Keras code and weights files for popular deep learning models. | Python | 3995 | 1226 |
| ⬆️1 | 85 | fashion-mnist | A MNIST-like fashion product database. Benchmark 👉 | Python | 3967 | 603 |
| ⬇️5 | 86 | TensorFlow-World | 🌎 Simple and ready-to-use tutorials for TensorFlow | Python | 3882 | 333 |
| ⬇️3 | 87 | edward | A probabilistic programming language in TensorFlow. Deep generative models, variational inference. | Jupyter Notebook | 3832 | 683 |
| ⬆️3 | 88 | ml-agents | Unity Machine Learning Agents Toolkit | C# | 3823 | 871 |
| ⬇️2 | 89 | cnn-text-classification-tf | Convolutional Neural Network for Text Classification in Tensorflow | Python | 3785 | 2062 |
| ⬆️5 | 90 | mit-deep-learning-book-pdf | MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville | Java | 3771 | 921 |
| ⬆️9 | 91 | horovod | Distributed training framework for TensorFlow, Keras, and PyTorch. | C++ | 3654 | 493 |
| ⬆️7 | 92 | imgaug | Image augmentation for machine learning experiments. | Python | 3636 | 793 |
| ⬇️5 | 93 | neon | Intel® Nervana™ reference deep learning framework committed to best performance on all hardware | Python | 3629 | 811 |
| ⬇️1 | 94 | tensorflow_cookbook | Code for Tensorflow Machine Learning Cookbook | Jupyter Notebook | 3624 | 1687 |
| ⬇️6 | 95 | deeplearning-papernotes | Summaries and notes on Deep Learning research papers | None | 3617 | 794 |
| ⬇️6 | 96 | machine-learning-mindmap | A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning. | None | 3601 | 626 |
| ⬇️3 | 97 | darkflow | Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices | Python | 3600 | 1241 |
| ⬇️6 | 98 | DeepLearningTutorials | Deep Learning Tutorial notes and code. See the wiki for more info. | Python | 3502 | 1983 |
| ⬇️1 | 99 | h2o-3 | Open Source Fast Scalable Machine Learning Platform For Smarter Applications (Deep Learning, Gradient Boosting, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles, Automatic Machine Learning (AutoML), ...) | Java | 3384 | 1299 |
| ⬇️3 | 100 | DIGITS | Deep Learning GPU Training System | HTML | 3339 | 1216 |
| ⬇️5 | 101 | iOS-10-Sampler | Code examples for new APIs of iOS 10. | Swift | 3318 | 344 |
| ⬇️1 | 102 | skflow | Simplified interface for TensorFlow (mimicking Scikit Learn) for Deep Learning | Python | 3186 | 466 |
| ⬆️10 | 103 | allennlp | An open-source NLP research library, built on PyTorch. | Python | 3186 | 554 |
| ⬇️2 | 104 | vrn | 👨 Code for "Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression" | Shell | 3151 | 483 |
| ➖ | 105 | face_classification | Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV. | Python | 3128 | 757 |
| ⬇️3 | 106 | DeepLearnToolbox | Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started. | Matlab | 3046 | 2041 |
| ⬇️3 | 107 | dl-docker | An all-in-one Docker image for deep learning. Contains all the popular DL frameworks (TensorFlow, Theano, Torch, Caffe, etc.) | Python | 3039 | 696 |
| 🆕 | 108 | autokeras | accessible AutoML for deep learning. | Python | 3014 | 385 |
| ⬆️1 | 109 | gluon-tutorials-zh | 《动手学深度学习》 | Python | 2981 | 868 |
| ⬇️2 | 110 | keras-rl | Deep Reinforcement Learning for Keras. | Python | 2957 | 749 |
| ⬇️4 | 111 | iGAN | Interactive Image Generation via Generative Adversarial Networks | Python | 2947 | 424 |
| ⬇️6 | 112 | DeepLearningProject | An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch. | HTML | 2908 | 448 |
| ⬇️4 | 113 | Realtime_Multi-Person_Pose_Estimation | Code repo for realtime multi-person pose estimation in CVPR'17 (Oral) | Jupyter Notebook | 2862 | 881 |
| ⬇️3 | 114 | DenseNet | Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award). | Lua | 2830 | 684 |
| 🆕 | 115 | learnopencv | Learn OpenCV : C++ and Python Examples | Jupyter Notebook | 2808 | 1681 |
| ⬆️4 | 116 | tensorpack | A Neural Net Training Interface on TensorFlow | Python | 2792 | 905 |
| ⬇️3 | 117 | MachineLearning | Basic Machine Learning and Deep Learning | Python | 2782 | 2240 |
| ⬇️3 | 118 | the-incredible-pytorch | The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch. | None | 2768 | 489 |
| ⬇️7 | 119 | deep-learning-papers | Papers about deep learning ordered by task, date. Current state-of-the-art papers are labelled. | None | 2713 | 354 |
| ⬆️3 | 120 | text_classification | all kinds of text classificaiton models and more with deep learning | Python | 2693 | 1095 |
| ⬇️4 | 121 | DeepLearningZeroToAll | TensorFlow Basic Tutorial Labs | Jupyter Notebook | 2671 | 1551 |
| 🆕 | 122 | Deep-Learning-World | 📡 Organized Resources for Deep Learning Researchers and Developers | Python | 2655 | 258 |
| ⬇️7 | 123 | BigDL | BigDL: Distributed Deep Learning Library for Apache Spark | Scala | 2613 | 604 |
| ➖ | 124 | deep-learning-coursera | Deep Learning Specialization by Andrew Ng on Coursera. | Jupyter Notebook | 2566 | 2035 |
| ⬇️7 | 125 | neural-storyteller | A recurrent neural network for generating little stories about images | Python | 2560 | 452 |
| 🆕 | 126 | serving | A flexible, high-performance serving system for machine learning models | C++ | 2550 | 1108 |
| ⬆️4 | 127 | Keras-GAN | Keras implementations of Generative Adversarial Networks. | Python | 2541 | 750 |
| ⬇️6 | 128 | deep-learning | Repo for the Deep Learning Nanodegree Foundations program. | Jupyter Notebook | 2513 | 3117 |
| ⬇️10 | 129 | DeepLearning | Deep Learning (Python, C, C++, Java, Scala, Go) | Java | 2500 | 1304 |
| ⬇️9 | 130 | easy-tensorflow | Simple and comprehensive tutorials in TensorFlow | Python | 2482 | 203 |
| ⬆️1 | 131 | mace | MACE is a deep learning inference framework optimized for mobile heterogeneous computing platforms. | C++ | 2434 | 410 |
| ⬇️6 | 132 | keras-resources | Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library | None | 2365 | 669 |
| ⬆️2 | 133 | pix2pixHD | Synthesizing and manipulating 2048x1024 images with conditional GANs | Python | 2342 | 404 |
| ⬇️9 | 134 | mlpack | mlpack: a scalable C++ machine learning library -- | C++ | 2339 | 844 |
| 🆕 | 135 | stanford-cs-229-machine-learning | VIP cheatsheets for Stanford's CS 229 Machine Learning | None | 2316 | 402 |
| ⬇️7 | 136 | Tensorflow-Project-Template | A best practice for tensorflow project template architecture. | Python | 2310 | 506 |
| ⬇️7 | 137 | Practical_RL | A course in reinforcement learning in the wild | Jupyter Notebook | 2306 | 580 |
| 🆕 | 138 | Algorithm_Interview_Notes-Chinese | 2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记 | Python | 2304 | 507 |
| ⬆️4 | 139 | SSD-Tensorflow | Single Shot MultiBox Detector in TensorFlow | Jupyter Notebook | 2254 | 1028 |
| ⬇️13 | 140 | miles-deep | Deep Learning Porn Video Classifier/Editor with Caffe | C++ | 2247 | 257 |
| ➖ | 141 | Augmentor | Image augmentation library in Python for machine learning. | Python | 2238 | 401 |
| ⬇️5 | 142 | deep-learning-keras-tensorflow | Introduction to Deep Neural Networks with Keras and Tensorflow | Jupyter Notebook | 2237 | 973 |
| ⬇️15 | 143 | gluon-api | A clear, concise, simple yet powerful and efficient API for deep learning. | Jupyter Notebook | 2234 | 225 |
| ⬇️8 | 144 | char-rnn-tensorflow | Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow | Python | 2226 | 870 |
| ⬆️11 | 145 | 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 | 2198 | 425 |
| ⬇️13 | 146 | deepjazz | Deep learning driven jazz generation using Keras & Theano! | Python | 2192 | 314 |
| ⬇️13 | 147 | Automatic_Speech_Recognition | End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow | Python | 2175 | 400 |
| ⬆️7 | 148 | Tensorflow-Tutorial | Tensorflow tutorial from basic to hard | Python | 2166 | 1039 |
| ⬇️11 | 149 | deep-learning-book | Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python" | Jupyter Notebook | 2163 | 528 |
| ⬇️5 | 150 | DeepVideoAnalytics | A distributed visual search and visual data analytics platform. | Python | 2154 | 509 |
| ⬇️7 | 151 | fast-rcnn | Fast R-CNN | Python | 2127 | 1205 |
| ⬇️5 | 152 | gorgonia | Gorgonia is a library that helps facilitate machine learning in Go. | Go | 2114 | 190 |
| ⬇️14 | 153 | TensorFlow-and-DeepLearning-Tutorial | TensorFlow & Deep Learning Tutorial | Python | 2112 | 576 |
| ⬆️12 | 154 | pytorch-book | PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation | Jupyter Notebook | 2110 | 783 |
| ⬇️1 | 155 | DeepPavlov | An open source library for deep learning end-to-end dialog systems and chatbots. | Python | 2094 | 339 |
| ⬇️14 | 156 | stanford_dl_ex | Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial | None | 2084 | 1508 |
| ⬇️9 | 157 | DeepQA | My tensorflow implementation of "A neural conversational model", a Deep learning based chatbot | Python | 2068 | 923 |
| ⬇️18 | 158 | deepframeworks | Evaluation of Deep Learning Frameworks | None | 2065 | 317 |
| ➖ | 159 | 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 | 2060 | 716 |
| ⬆️1 | 160 | Awesome-pytorch-list | A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc. | None | 2021 | 381 |
| ⬇️12 | 161 | mxnet-the-straight-dope | An interactive book on deep learning. Much easy, so MXNet. Wow. | Jupyter Notebook | 2017 | 621 |
| ⬇️16 | 162 | dl-setup | Instructions for setting up the software on your deep learning machine | None | 2015 | 333 |
| ⬇️12 | 163 | reinforcement-learning | Minimal and Clean Reinforcement Learning Examples | Python | 2010 | 451 |
| ➖ | 164 | 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++ | 1980 | 296 |
| ⬇️15 | 165 | torch-rnn | Efficient, reusable RNNs and LSTMs for torch | Lua | 1976 | 459 |
| ⬇️13 | 166 | makegirlsmoe_web | Create Anime Characters with MakeGirlsMoe | JavaScript | 1966 | 164 |
| ⬇️4 | 167 | face-alignment | 🔥 2D and 3D Face alignment library build using pytorch | Python | 1965 | 440 |
| ➖ | 168 | OpenNMT | Open Source Neural Machine Translation in Torch | Lua | 1962 | 391 |
| ⬆️3 | 169 | tvm | Open deep learning compiler stack for cpu, gpu and specialized accelerators | C++ | 1954 | 440 |
| ⬇️18 | 170 | tensorflow-tutorial | Practical tutorials and labs for TensorFlow used by Nvidia, FFN, CNN, RNN, Kaggle, AE | Jupyter Notebook | 1951 | 461 |
| ⬇️11 | 171 | tensorflow_poems | 中文古诗自动作诗机器人，屌炸天，基于tensorflow1.10 api，正在积极维护升级中，快star，保持更新！ | Python | 1935 | 561 |
| ⬇️7 | 172 | machine_learning_examples | A collection of machine learning examples and tutorials. | Python | 1934 | 2223 |
| ⬇️16 | 173 | DL4NLP | Deep Learning for NLP resources | None | 1897 | 434 |
| ⬇️16 | 174 | kcws | Deep Learning Chinese Word Segment | C++ | 1887 | 654 |
| ⬇️13 | 175 | neural-style-tf | TensorFlow (Python API) implementation of Neural Style | Python | 1872 | 476 |
| ⬆️2 | 176 | OpenNMT-py | Open Source Neural Machine Translation in PyTorch | Python | 1857 | 771 |
| ➖ | 177 | ml5-library | Friendly machine learning for the web! 🤖 | JavaScript | 1854 | 109 |
| ⬇️11 | 178 | faster_rcnn | Faster R-CNN | Matlab | 1805 | 978 |
| ⬆️20 | 179 | faster-rcnn.pytorch | A faster pytorch implementation of faster r-cnn | Python | 1782 | 471 |
| ⬇️4 | 180 | simplified-deeplearning | Simplified implementations of deep learning related works | Jupyter Notebook | 1778 | 614 |
| ⬇️8 | 181 | VisualDL | A platform to visualize the deep learning process and result. | JavaScript | 1778 | 268 |
| ⬆️13 | 182 | Learn_Deep_Learning_in_6_Weeks | This is the Curriculum for "Learn Deep Learning in 6 Weeks" by Siraj Raval on Youtube | None | 1763 | 459 |
| ⬇️13 | 183 | tangent | Source-to-Source Debuggable Derivatives in Pure Python | Python | 1759 | 136 |
| ⬇️13 | 184 | ELF | An End-To-End, Lightweight and Flexible Platform for Game Research | C++ | 1755 | 236 |
| ⬇️10 | 185 | luminoth | Deep Learning toolkit for Computer Vision | Python | 1749 | 221 |
| 🆕 | 186 | 60_Days_RL_Challenge | Learn Deep Reinforcement Learning in depth in 60 days | Jupyter Notebook | 1749 | 110 |
| ⬇️6 | 187 | sketch-code | Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to drawn source images. | Python | 1744 | 226 |
| ⬇️19 | 188 | Neural-Photo-Editor | A simple interface for editing natural photos with generative neural networks. | Python | 1739 | 150 |
| ⬆️5 | 189 | handong1587.github.io | None | CSS | 1725 | 661 |
| ⬇️10 | 190 | DQN-tensorflow | Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning | Python | 1714 | 565 |
| ⬇️17 | 191 | text-to-image | Text to image synthesis using thought vectors | Python | 1709 | 295 |
| ⬇️9 | 192 | colorization | Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016. | Jupyter Notebook | 1680 | 362 |
| ⬇️4 | 193 | keras-vis | Neural network visualization toolkit for keras | Python | 1678 | 270 |
| ⬇️12 | 194 | tensorflow-speech-recognition | 🎙Speech recognition using the tensorflow deep learning framework, sequence-to-sequence neural networks | Python | 1675 | 523 |
| ⬇️16 | 195 | fold | Deep learning with dynamic computation graphs in TensorFlow | Python | 1666 | 236 |
| ⬆️2 | 196 | carla | Open-source simulator for autonomous driving research. | C++ | 1664 | 374 |
| ⬇️13 | 197 | deepdetect | Deep Learning API and Server in C++11 with Python bindings and support for Caffe, Tensorflow, XGBoost and TSNE | C++ | 1657 | 405 |
| 🆕 | 198 | PyTorch-Tutorial | Build your neural network easy and fast | Jupyter Notebook | 1650 | 698 |
| 🆕 | 199 | 100-Days-Of-ML-Code | 100-Days-Of-ML-Code中文版 | Jupyter Notebook | 1643 | 292 |
| ⬇️13 | 200 | cnn-benchmarks | Benchmarks for popular CNN models | Python | 1637 | 284 |