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: 07-17-2018 compared to 06-10-2018
Hint: This will be updated regularly.
| Pos | Name | Description | Language | Stars | Forks | |
|---|---|---|---|---|---|---|
| ➖ | 1 | tensorflow | Computation using data flow graphs for scalable machine learning | C++ | 105193 | 65456 |
| ➖ | 2 | keras | Deep Learning for humans | Python | 31664 | 11854 |
| ➖ | 3 | opencv | Open Source Computer Vision Library | C++ | 26216 | 18761 |
| ➖ | 4 | caffe | Caffe: a fast open framework for deep learning. | C++ | 24886 | 15242 |
| ➖ | 5 | TensorFlow-Examples | TensorFlow Tutorial and Examples for Beginners with Latest APIs | Jupyter Notebook | 23594 | 8725 |
| ➖ | 6 | machine-learning-for-software-engineers | A complete daily plan for studying to become a machine learning engineer. | None | 19241 | 4081 |
| ➖ | 7 | deeplearningbook-chinese | Deep Learning Book Chinese Translation | TeX | 18754 | 5631 |
| ➖ | 8 | Deep-Learning-Papers-Reading-Roadmap | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | Python | 18143 | 3952 |
| ➖ | 9 | pytorch | Tensors and Dynamic neural networks in Python with strong GPU acceleration | C++ | 17157 | 3987 |
| ➖ | 10 | awesome-deep-learning-papers | The most cited deep learning papers | TeX | 15409 | 2850 |
| ⬆️1 | 11 | Detectron | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | Python | 15242 | 2931 |
| ⬇️1 | 12 | CNTK | Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit | C++ | 14815 | 3954 |
| ➖ | 13 | 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 | 14523 | 5351 |
| ➖ | 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 | 13179 | 3855 |
| ➖ | 15 | lectures | Oxford Deep NLP 2017 course | None | 12187 | 2700 |
| ➖ | 16 | Qix | Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang | None | 11391 | 4490 |
| ➖ | 17 | Screenshot-to-code-in-Keras | A neural network that transforms a screenshot into a static website | Jupyter Notebook | 10443 | 972 |
| ➖ | 18 | openface | Face recognition with deep neural networks. | Lua | 10378 | 2452 |
| ⬆️1 | 19 | spaCy | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | Python | 9903 | 1599 |
| ⬇️1 | 20 | cheatsheets-ai | Essential Cheat Sheets for deep learning and machine learning researchers | None | 9830 | 2233 |
| ⬆️2 | 21 | deeplearning4j | Deeplearning4j, ND4J, DataVec and more - deep learning & linear algebra for Java/Scala with GPUs + Spark - From Skymind | Java | 9329 | 4351 |
| ⬇️1 | 22 | pix2code | pix2code: Generating Code from a Graphical User Interface Screenshot | Python | 9321 | 843 |
| ⬆️1 | 23 | awesome-deep-learning | A curated list of awesome Deep Learning tutorials, projects and communities. | None | 9315 | 2738 |
| ⬇️2 | 24 | convnetjs | Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser. | JavaScript | 9197 | 1824 |
| ⬆️3 | 25 | darknet | Convolutional Neural Networks | C | 8666 | 4510 |
| ⬇️1 | 26 | 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 | 8530 | 1279 |
| ⬇️1 | 27 | dive-into-machine-learning | Dive into Machine Learning with Python Jupyter notebook and scikit-learn! | None | 8417 | 1485 |
| ⬆️6 | 28 | 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 | 8402 | 4352 |
| ⬇️2 | 29 | FastPhotoStyle | Style transfer, deep learning, feature transform | Python | 8387 | 709 |
| ⬇️1 | 30 | tflearn | Deep learning library featuring a higher-level API for TensorFlow. | Python | 8312 | 2071 |
| ➖ | 31 | awesome-datascience | 📝 An awesome Data Science repository to learn and apply for real world problems. | None | 8267 | 2454 |
| ⬇️2 | 32 | neural-enhance | Super Resolution for images using deep learning. | Python | 8228 | 832 |
| ⬇️1 | 33 | char-rnn | Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch | Lua | 8198 | 2050 |
| ⬆️1 | 34 | tfjs | A WebGL accelerated JavaScript library for training and deploying ML models. | JavaScript | 8197 | 467 |
| ⬇️2 | 35 | caffe2 | Caffe2 is a lightweight, modular, and scalable deep learning framework. | C++ | 8160 | 2002 |
| ⬆️2 | 36 | openpose | OpenPose: Real-time multi-person keypoint detection library for body, face, and hands estimation | C++ | 8107 | 2099 |
| ⬇️1 | 37 | tfjs-core | WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript. | TypeScript | 7739 | 800 |
| ⬇️1 | 38 | Machine-Learning-Tutorials | machine learning and deep learning tutorials, articles and other resources | None | 7678 | 2185 |
| ➖ | 39 | EffectiveTensorflow | TensorFlow tutorials and best practices. | None | 7443 | 749 |
| ⬆️1 | 40 | DeepSpeech | A TensorFlow implementation of Baidu's DeepSpeech architecture | C++ | 7273 | 1183 |
| ⬇️1 | 41 | Paddle | PArallel Distributed Deep LEarning | C++ | 7245 | 1991 |
| ➖ | 42 | neural-networks-and-deep-learning | Code samples for my book "Neural Networks and Deep Learning" | Python | 7161 | 3669 |
| ⬆️1 | 43 | turicreate | Turi Create simplifies the development of custom machine learning models. | C++ | 7089 | 648 |
| ⬇️1 | 44 | awesome-deep-vision | A curated list of deep learning resources for computer vision | None | 6973 | 2084 |
| ➖ | 45 | MLAlgorithms | Minimal and clean examples of machine learning algorithms implementations | Python | 6846 | 1088 |
| ➖ | 46 | stanford-tensorflow-tutorials | This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research. | Python | 6731 | 3070 |
| ⬆️2 | 47 | Mask_RCNN | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | Python | 6651 | 2624 |
| ⬇️1 | 48 | CycleGAN | Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more. | Lua | 6636 | 977 |
| ⬆️1 | 49 | pytorch-tutorial | PyTorch Tutorial for Deep Learning Researchers | Python | 6453 | 1873 |
| ⬇️2 | 50 | fast-style-transfer | TensorFlow CNN for fast style transfer ⚡🖥🎨🖼 | Python | 6296 | 1456 |
| ➖ | 51 | awesome-nlp | 📖 A curated list of resources dedicated to Natural Language Processing (NLP) | None | 6215 | 1092 |
| ⬆️1 | 52 | fastai | The fast.ai deep learning library, lessons, and tutorials | Jupyter Notebook | 5886 | 2034 |
| ⬇️1 | 53 | Swift-AI | The Swift machine learning library. | Swift | 5390 | 528 |
| ➖ | 54 | dlib | A toolkit for making real world machine learning and data analysis applications in C++ | C++ | 5346 | 1591 |
| ⬆️4 | 55 | facenet | Face recognition using Tensorflow | Python | 5180 | 2223 |
| ⬇️1 | 56 | BossSensor | Hide screen when boss is approaching. | Python | 4998 | 926 |
| ➖ | 57 | pix2pix | Image-to-image translation with conditional adversarial nets | Lua | 4986 | 792 |
| ⬇️2 | 58 | awesome-rnn | Recurrent Neural Network - A curated list of resources dedicated to RNN | None | 4943 | 1232 |
| ⬇️1 | 59 | srez | Image super-resolution through deep learning | Python | 4827 | 599 |
| ➖ | 60 | neuraltalk | NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences. | Python | 4752 | 1248 |
| ➖ | 61 | TensorFlow-Tutorials | TensorFlow Tutorials with YouTube Videos | Jupyter Notebook | 4727 | 2267 |
| ⬆️3 | 62 | pytorch-CycleGAN-and-pix2pix | Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more) | Python | 4630 | 1059 |
| ⬇️1 | 63 | py-faster-rcnn | Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version | Python | 4521 | 2965 |
| ⬆️2 | 64 | tensor2tensor | Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research. | Python | 4493 | 1079 |
| ⬇️2 | 65 | DeepLearningFlappyBird | Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning). | Python | 4441 | 1374 |
| ⬇️2 | 66 | TopDeepLearning | A list of popular github projects related to deep learning | None | 4282 | 717 |
| ➖ | 67 | tiny-dnn | header only, dependency-free deep learning framework in C++14 | C++ | 4262 | 1126 |
| ⬆️3 | 68 | ncnn | ncnn is a high-performance neural network inference framework optimized for the mobile platform | C | 4214 | 1049 |
| ➖ | 69 | keras-js | Run Keras models in the browser, with GPU support using WebGL | JavaScript | 4211 | 414 |
| ⬇️2 | 70 | amazon-dsstne | Deep Scalable Sparse Tensor Network Engine (DSSTNE) is an Amazon developed library for building Deep Learning (DL) machine learning (ML) models | C++ | 4161 | 691 |
| ⬆️4 | 71 | conv_arithmetic | A technical report on convolution arithmetic in the context of deep learning | TeX | 4133 | 823 |
| ⬇️2 | 72 | neurojs | A javascript deep learning and reinforcement learning library. | JavaScript | 4116 | 334 |
| ⬆️1 | 73 | tensorlayer | Efficient Deep Learning Development | Python | 4080 | 1002 |
| ⬇️2 | 74 | deepo | A series of Docker images (and their generator) that allows you to quickly set up your deep learning research environment. | Python | 4019 | 405 |
| ⬇️2 | 75 | 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++ | 3963 | 749 |
| ➖ | 76 | chainer | A flexible framework of neural networks for deep learning | Python | 3954 | 1056 |
| ⬆️7 | 77 | labelImg | 🤘 LabelImg is a graphical image annotation tool and label object bounding boxes in images | Python | 3943 | 1483 |
| ⬆️1 | 78 | deep-residual-networks | Deep Residual Learning for Image Recognition | None | 3930 | 1573 |
| ⬇️2 | 79 | awesome-artificial-intelligence | A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers | None | 3912 | 808 |
| ⬆️3 | 80 | onnx | Open Neural Network Exchange | PureBasic | 3848 | 510 |
| ⬇️3 | 81 | TensorFlow-World | 🌎 Simple and ready-to-use tutorials for TensorFlow | Python | 3845 | 327 |
| ⬇️2 | 82 | deep-learning-with-python-notebooks | Jupyter notebooks for the code samples of the book "Deep Learning with Python" | Jupyter Notebook | 3816 | 1489 |
| ⬇️2 | 83 | deep-learning-models | Keras code and weights files for popular deep learning models. | Python | 3771 | 1135 |
| ⬇️2 | 84 | edward | A probabilistic programming language in TensorFlow. Deep generative models, variational inference. | Jupyter Notebook | 3710 | 663 |
| ⬆️4 | 85 | ray | A high-performance distributed execution engine | Python | 3708 | 494 |
| ➖ | 86 | fashion-mnist | A MNIST-like fashion product database. Benchmark 👉 | Python | 3677 | 545 |
| ⬆️3 | 87 | cnn-text-classification-tf | Convolutional Neural Network for Text Classification in Tensorflow | Python | 3597 | 1956 |
| ⬇️3 | 88 | neon | Intel® Nervana™ reference deep learning framework committed to best performance on all hardware | Python | 3594 | 801 |
| ⬇️2 | 89 | deeplearning-papernotes | Summaries and notes on Deep Learning research papers | None | 3503 | 769 |
| ⬇️2 | 90 | machine-learning-mindmap | A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning. | None | 3490 | 598 |
| ⬆️5 | 91 | ml-agents | Unity Machine Learning Agents Toolkit | C# | 3466 | 776 |
| ⬇️1 | 92 | DeepLearningTutorials | Deep Learning Tutorial notes and code. See the wiki for more info. | Python | 3432 | 1954 |
| ➖ | 93 | tensorflow_cookbook | Code for Tensorflow Machine Learning Cookbook | Jupyter Notebook | 3407 | 1595 |
| ⬆️4 | 94 | darkflow | Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices | Python | 3362 | 1133 |
| ⬆️4 | 95 | mit-deep-learning-book-pdf | MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville | Java | 3343 | 807 |
| ⬇️4 | 96 | iOS-10-Sampler | Code examples for new APIs of iOS 10. | Swift | 3307 | 340 |
| ⬇️3 | 97 | DIGITS | Deep Learning GPU Training System | HTML | 3249 | 1188 |
| ⬇️1 | 98 | 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 | 3247 | 1248 |
| ⬆️3 | 99 | imgaug | Image augmentation for machine learning experiments. | Python | 3227 | 720 |
| ⬆️7 | 100 | horovod | Distributed training framework for TensorFlow, Keras, and PyTorch. | C++ | 3181 | 431 |
| ⬇️6 | 101 | skflow | Simplified interface for TensorFlow (mimicking Scikit Learn) for Deep Learning | Python | 3178 | 466 |
| ⬇️1 | 102 | vrn | 👨 Code for "Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression" | Shell | 3068 | 464 |
| ⬇️3 | 103 | 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 | 3016 | 2032 |
| ⬇️1 | 104 | dl-docker | An all-in-one Docker image for deep learning. Contains all the popular DL frameworks (TensorFlow, Theano, Torch, Caffe, etc.) | Python | 2942 | 677 |
| ⬆️1 | 105 | face_classification | Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV. | Python | 2926 | 677 |
| ⬇️2 | 106 | DeepLearningProject | An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch. | HTML | 2882 | 444 |
| ⬇️2 | 107 | iGAN | Interactive Image Generation via Generative Adversarial Networks | Python | 2838 | 408 |
| ⬆️1 | 108 | keras-rl | Deep Reinforcement Learning for Keras. | Python | 2780 | 685 |
| ⬆️3 | 109 | Realtime_Multi-Person_Pose_Estimation | Code repo for realtime multi-person pose estimation in CVPR'17 (Oral) | Jupyter Notebook | 2694 | 839 |
| ⬆️3 | 110 | gluon-tutorials-zh | 通过 MXNet / Gluon 来动手学习深度学习 | Python | 2690 | 753 |
| ➖ | 111 | DenseNet | Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award). | Lua | 2690 | 657 |
| ⬇️4 | 112 | deep-learning-papers | Papers about deep learning ordered by task, date. Current state-of-the-art papers are labelled. | None | 2680 | 344 |
| ⬆️7 | 113 | allennlp | An open-source NLP research library, built on PyTorch. | Python | 2677 | 449 |
| ⬇️4 | 114 | MachineLearning | Basic Machine Learning and Deep Learning | Python | 2648 | 2164 |
| ⬆️1 | 115 | the-incredible-pytorch | The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch. | None | 2584 | 458 |
| ⬇️2 | 116 | BigDL | BigDL: Distributed Deep Learning Library for Apache Spark | Scala | 2566 | 586 |
| ⬆️1 | 117 | DeepLearningZeroToAll | TensorFlow Basic Tutorial Labs | Jupyter Notebook | 2536 | 1441 |
| ⬇️3 | 118 | neural-storyteller | A recurrent neural network for generating little stories about images | Python | 2521 | 431 |
| ⬇️2 | 119 | DeepLearning | Deep Learning (Python, C, C++, Java, Scala, Go) | Java | 2468 | 1293 |
| ⬆️1 | 120 | tensorpack | A Neural Net Training Interface on TensorFlow | Python | 2443 | 787 |
| ⬇️2 | 121 | easy-tensorflow | Simple and comprehensive tutorials in TensorFlow | Python | 2409 | 188 |
| ➖ | 122 | deep-learning | Repo for the Deep Learning Nanodegree Foundations program. | Jupyter Notebook | 2355 | 2931 |
| ⬆️5 | 123 | text_classification | all kinds of text classificaiton models and more with deep learning | Python | 2331 | 920 |
| ⬆️10 | 124 | deep-learning-coursera | Deep Learning Specialization by Andrew Ng on Coursera. | Jupyter Notebook | 2278 | 1783 |
| ⬇️2 | 125 | mlpack | mlpack: a scalable C++ machine learning library -- | C++ | 2278 | 819 |
| ➖ | 126 | keras-resources | Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library | None | 2252 | 632 |
| ⬇️3 | 127 | miles-deep | Deep Learning Porn Video Classifier/Editor with Caffe | C++ | 2222 | 258 |
| ⬇️3 | 128 | gluon-api | A clear, concise, simple yet powerful and efficient API for deep learning. | Jupyter Notebook | 2205 | 220 |
| ➖ | 129 | Tensorflow-Project-Template | A best practice for tensorflow project template architecture. | Python | 2170 | 467 |
| ⬆️5 | 130 | Practical_RL | A course in reinforcement learning in the wild | Jupyter Notebook | 2164 | 538 |
| ⬆️21 | 131 | Keras-GAN | Keras implementations of Generative Adversarial Networks. | Python | 2145 | 606 |
| 🆕 | 132 | mace | MACE is a deep learning inference framework optimized for mobile heterogeneous computing platforms. | C++ | 2135 | 349 |
| ⬇️6 | 133 | deepjazz | Deep learning driven jazz generation using Keras & Theano! | Python | 2132 | 299 |
| ⬇️2 | 134 | Automatic_Speech_Recognition | End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow | Python | 2120 | 374 |
| ⬆️6 | 135 | pix2pixHD | Synthesizing and manipulating 2048x1024 images with conditional GANs | Python | 2117 | 359 |
| ⬆️2 | 136 | char-rnn-tensorflow | Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow | Python | 2116 | 832 |
| ⬇️1 | 137 | deep-learning-keras-tensorflow | Introduction to Deep Neural Networks with Keras and Tensorflow | Jupyter Notebook | 2114 | 917 |
| ⬇️7 | 138 | deep-learning-book | Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python" | Jupyter Notebook | 2112 | 498 |
| ⬇️9 | 139 | TensorFlow-and-DeepLearning-Tutorial | TensorFlow & Deep Learning Tutorial | Python | 2092 | 570 |
| ⬇️7 | 140 | deepframeworks | Evaluation of Deep Learning Frameworks | None | 2064 | 316 |
| ⬆️2 | 141 | Augmentor | Image augmentation library in Python for machine learning. | Python | 2059 | 365 |
| ⬇️5 | 142 | stanford_dl_ex | Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial | None | 2058 | 1505 |
| ⬆️7 | 143 | SSD-Tensorflow | Single Shot MultiBox Detector in TensorFlow | Jupyter Notebook | 2046 | 928 |
| ⬇️4 | 144 | fast-rcnn | Fast R-CNN | Python | 2037 | 1171 |
| ⬇️3 | 145 | DeepVideoAnalytics | A distributed visual search and visual data analytics platform. | Python | 2026 | 486 |
| ⬇️7 | 146 | dl-setup | Instructions for setting up the software on your deep learning machine | None | 2006 | 334 |
| ⬇️3 | 147 | gorgonia | Gorgonia is a library that helps facilitate machine learning in Go. | Go | 2006 | 183 |
| ⬆️1 | 148 | DeepQA | My tensorflow implementation of "A neural conversational model", a Deep learning based chatbot | Python | 1969 | 871 |
| ⬆️2 | 149 | mxnet-the-straight-dope | An interactive book on deep learning. Much easy, so MXNet. Wow. | Jupyter Notebook | 1955 | 599 |
| ⬇️5 | 150 | torch-rnn | Efficient, reusable RNNs and LSTMs for torch | Lua | 1947 | 452 |
| ⬇️4 | 151 | reinforcement-learning | Minimal and Clean Reinforcement Learning Examples | Python | 1946 | 433 |
| ⬇️6 | 152 | tensorflow-tutorial | Practical tutorials and labs for TensorFlow used by Nvidia, FFN, CNN, RNN, Kaggle, AE | Jupyter Notebook | 1927 | 453 |
| ⬇️5 | 153 | makegirlsmoe_web | Create Anime Characters with MakeGirlsMoe | JavaScript | 1915 | 160 |
| ⬆️1 | 154 | DeepPavlov | An open source library for deep learning end-to-end dialog systems and chatbots. | Python | 1914 | 275 |
| ⬆️1 | 155 | Tensorflow-Tutorial | Tensorflow tutorial from basic to hard | Python | 1909 | 919 |
| ⬆️6 | 156 | 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 | 1909 | 373 |
| ⬇️3 | 157 | DL4NLP | Deep Learning for NLP resources | None | 1846 | 416 |
| ⬇️5 | 158 | kcws | Deep Learning Chinese Word Segment | C++ | 1845 | 641 |
| ⬆️7 | 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 | 1841 | 556 |
| ➖ | 160 | tensorflow_poems | 中文古诗自动作诗机器人，屌炸天，基于tensorflow1.4 api，正在积极维护升级中，快star，保持更新！ | Python | 1814 | 520 |
| ⬆️3 | 161 | Awesome-pytorch-list | A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc. | None | 1812 | 338 |
| ⬇️5 | 162 | neural-style-tf | TensorFlow (Python API) implementation of Neural Style | Python | 1793 | 456 |
| ⬆️4 | 163 | face-alignment | 🔥 2D and 3D Face alignment library build using pytorch | Python | 1779 | 386 |
| ⬆️16 | 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++ | 1773 | 253 |
| ⬆️4 | 165 | machine_learning_examples | A collection of machine learning examples and tutorials. | Python | 1760 | 2055 |
| ⬆️22 | 166 | pytorch-book | PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation | Jupyter Notebook | 1735 | 625 |
| ⬇️2 | 167 | faster_rcnn | Faster R-CNN | Matlab | 1734 | 958 |
| ⬇️9 | 168 | OpenNMT | Open Source Neural Machine Translation in Torch | Lua | 1730 | 374 |
| ⬇️11 | 169 | Neural-Photo-Editor | A simple interface for editing natural photos with generative neural networks. | Python | 1723 | 147 |
| ⬇️9 | 170 | tangent | Source-to-Source Debuggable Derivatives in Pure Python | Python | 1719 | 124 |
| ⬇️8 | 171 | ELF | An End-To-End, Lightweight and Flexible Platform for Game Research | C++ | 1714 | 230 |
| ⬆️11 | 172 | tvm | Open deep learning compiler stack for cpu, gpu and specialized accelerators | C++ | 1704 | 373 |
| ⬆️1 | 173 | VisualDL | A platform to visualize the deep learning process. | JavaScript | 1703 | 263 |
| ⬇️6 | 174 | text-to-image | Text to image synthesis using thought vectors | Python | 1678 | 282 |
| ➖ | 175 | luminoth | Deep Learning toolkit for Computer Vision | Python | 1665 | 202 |
| ⬇️4 | 176 | simplified-deeplearning | Simplified implementations of deep learning related works | Jupyter Notebook | 1659 | 578 |
| 🆕 | 177 | ml5-library | Friendly machine learning for the web! 🤖 | JavaScript | 1657 | 92 |
| ⬆️17 | 178 | OpenNMT-py | Open Source Neural Machine Translation in PyTorch | Python | 1644 | 688 |
| ⬇️9 | 179 | fold | Deep learning with dynamic computation graphs in TensorFlow | Python | 1641 | 231 |
| ⬇️9 | 180 | DQN-tensorflow | Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning | Python | 1639 | 533 |
| ⬆️11 | 181 | sketch-code | Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to drawn source images. | Python | 1624 | 213 |
| ⬇️6 | 182 | tensorflow-speech-recognition | 🎙Speech recognition using the tensorflow deep learning framework, sequence-to-sequence neural networks | Python | 1623 | 498 |
| ⬇️10 | 183 | colorization | Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016. | Jupyter Notebook | 1617 | 344 |
| ⬇️6 | 184 | deepdetect | Deep Learning API and Server in C++11 with Python bindings and support for Caffe, Tensorflow, XGBoost and TSNE | C++ | 1596 | 383 |
| ⬇️8 | 185 | biaxial-rnn-music-composition | A recurrent neural network designed to generate classical music. | Python | 1593 | 322 |
| ⬇️4 | 186 | mx-maskrcnn | An MXNet implementation of Mask R-CNN | Python | 1564 | 550 |
| ⬇️2 | 187 | cnn-benchmarks | Benchmarks for popular CNN models | Python | 1563 | 271 |
| ⬇️9 | 188 | interactive-deep-colorization | Deep learning software for colorizing black and white images with a few clicks. | Jupyter Notebook | 1559 | 257 |
| ⬇️2 | 189 | keras-vis | Neural network visualization toolkit for keras | Python | 1558 | 249 |
| ⬆️3 | 190 | DeepLearn | Implementation of research papers on Deep Learning+ NLP+ CV in Python using Keras, Tensorflow and Scikit Learn. | Python | 1540 | 277 |
| ⬇️10 | 191 | nnvm | move to https://github.com/dmlc/tvm/ | C++ | 1537 | 282 |
| ⬇️6 | 192 | rcnn | R-CNN: Regions with Convolutional Neural Network Features | Matlab | 1532 | 780 |
| ⬇️9 | 193 | Bender | Easily craft fast Neural Networks on iOS! Use TensorFlow models. Metal under the hood. | Swift | 1532 | 77 |
| 🆕 | 194 | handong1587.github.io | None | CSS | 1512 | 603 |
| 🆕 | 195 | Learn_Deep_Learning_in_6_Weeks | This is the Curriculum for "Learn Deep Learning in 6 Weeks" by Siraj Raval on Youtube | None | 1510 | 349 |
| ⬇️2 | 196 | deep-reinforcement-learning-papers | A list of recent papers regarding deep reinforcement learning | None | 1493 | 442 |
| ⬇️7 | 197 | benchm-ml | A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.). | R | 1491 | 268 |
| 🆕 | 198 | carla | Open-source simulator for autonomous driving research. | C++ | 1487 | 322 |
| 🆕 | 199 | faster-rcnn.pytorch | A faster pytorch implementation of faster r-cnn | Python | 1482 | 377 |
| ⬇️9 | 200 | dl_tutorials | Deep learning tutorials (2nd ed.) | None | 1478 | 406 |