Top Deep Learning Projects
A list of popular github projects related to deep learning (ranked by stars).
Last Update: 2019.08.15
| Project Name | Stars | Description |
|---|---|---|
| tensorflow | 133k | An Open Source Machine Learning Framework for Everyone |
| models | 56.5k | Models and examples built with TensorFlow |
| keras | 43.5k | Deep Learning for humans |
| scikit-learn | 36.6k | scikit-learn: machine learning in Python |
| TensorFlow-Examples | 33.4k | TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2) |
| pytorch | 30.8k | Tensors and Dynamic neural networks in Python with strong GPU acceleration |
| caffe | 28.8k | Caffe: a fast open framework for deep learning. |
| Deep-Learning-Papers-Reading-Roadmap | 23.7k | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! |
| practicalAI | 19.6k | 📚 A practical approach to machine learning. |
| incubator-mxnet | 17.5k | Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler;… |
| bert | 17.4k | TensorFlow code and pre-trained models for BERT |
| CNTK | 16.3k | Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit |
| handson-ml | 16.3k | A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python … |
| data-science-ipython-notebooks | 16.2k | Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spar… |
| fastai | 15k | The fastai deep learning library, plus lessons and tutorials |
| Mask_RCNN | 13.5k | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow |
| 100-Days-Of-ML-Code | 12.9k | 100-Days-Of-ML-Code中文版 |
| TensorFlow-Course | 12.9k | Simple and ready-to-use tutorials for TensorFlow |
| pytorch-tutorial | 12.9k | PyTorch Tutorial for Deep Learning Researchers |
| homemade-machine-learning | 12.8k | |
| reinforcement-learning | 12.2k | Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accom… |
| predictionio | 12k | PredictionIO, a machine learning server for developers and ML engineers. |
| ML-From-Scratch | 11.9k | Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focu… |
| Virgilio | 11.6k | Your new Mentor for Data Science E-Learning. |
| funNLP | 11.6k | 新闻语料库包含自动文摘功能、开放了对话机器人-知识图谱-语义理解-自然语言处理工具及数据、中文知识图谱：基于百度百科中文页面-抽取三元组信息-构建中文知识图谱、masr: 中文语音识别-提供预训练模型-高识别率、Python音频数据增… |
| deeplearning4j | 11.1k | Eclipse Deeplearning4j, ND4J, DataVec and more - deep learning & linear algebra for Java/Scala with GPUs + Spark |
| DeepSpeech | 10.9k | A TensorFlow implementation of Baidu's DeepSpeech architecture |
| pytorch-transformers | 10.8k | |
| python-machine-learning-book | 10.1k | The "Python Machine Learning (1st edition)" book code repository and info resource |
| FastPhotoStyle | 9.8k | Style transfer, deep learning, feature transform |
| neural-networks-and-deep-learning | 9.8k | Code samples for my book "Neural Networks and Deep Learning" |
| convnetjs | 9.8k | Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser. |
| examples | 9.7k | A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc. |
| Paddle | 9.6k | PArallel Distributed Deep LEarning （『飞桨』核心框架，高性能单机、分布式训练和跨平台部署） |
| neural-enhance | 9.4k | Super Resolution for images using deep learning. |
| pytorch-CycleGAN-and-pix2pix | 9.3k | Image-to-Image Translation in PyTorch |
| LightGBM | 9.3k | A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tr… |
| tflearn | 9.2k | Deep learning library featuring a higher-level API for TensorFlow. |
| nndl.github.io | 9.1k | 《神经网络与深度学习》 Neural Network and Deep Learning |
| deeplearning-models | 9k | A collection of various deep learning architectures, models, and tips |
| ChatterBot | 8.8k | ChatterBot is a machine learning, conversational dialog engine for creating chat bots |
| stanford-tensorflow-tutorials | 8.8k | This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research. |
| facenet | 8.8k | Face recognition using Tensorflow |
| tensor2tensor | 8.6k | Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research. |
| caffe2 | 8.5k | Caffe2 is a lightweight, modular, and scalable deep learning framework. |
| DeepCreamPy | 8.3k | Decensoring Hentai with Deep Neural Networks |
| fast-style-transfer | 8.2k | TensorFlow CNN for fast style transfer |
| dopamine | 8.2k | Dopamine is a research framework for fast prototyping of reinforcement learning algorithms. |
| dlib | 7.8k | A toolkit for making real world machine learning and data analysis applications in C++ |
| sonnet | 7.8k | TensorFlow-based neural network library |
| deep-learning-with-python-notebooks | 7.7k | Jupyter notebooks for the code samples of the book "Deep Learning with Python" |
| MLAlgorithms | 7.6k | Minimal and clean examples of machine learning algorithms implementations |
| DeOldify | 7.6k | A Deep Learning based project for colorizing and restoring old images (and video!) |
| stylegan | 7.5k | StyleGAN - Official TensorFlow Implementation |
| TensorFlow-Tutorials | 7.5k | TensorFlow Tutorials with YouTube Videos |
| kubeflow | 7.3k | Machine Learning Toolkit for Kubernetes |
| php-ml | 7.3k | PHP-ML - Machine Learning library for PHP |
| horovod | 7.2k | Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet. |
| pattern | 7.1k | Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysi… |
| allennlp | 6.9k | An open-source NLP research library, built on PyTorch. |
| flair | 6.9k | A very simple framework for state-of-the-art Natural Language Processing (NLP) |
| pytorch-handbook | 6.7k | 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 |
| golearn | 6.7k | Machine Learning for Go |
| imgaug | 6.7k | Image augmentation for machine learning experiments. |
| vid2vid | 6.7k | Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation. |
| mit-deep-learning-book-pdf | 6.6k | MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville |
| face-api.js | 6.6k | JavaScript API for face detection and face recognition in the browser and nodejs with tensorflow.js |
| tutorials | 6.6k | 机器学习相关教程 |
| onnx | 6.6k | Open Neural Network Exchange |
| vowpal_wabbit | 6.5k | Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as onli… |
| ml-agents | 6.5k | Unity Machine Learning Agents Toolkit |
| numpy-ml | 6.4k | Machine learning, in numpy |
| machinelearning | 6.3k | ML.NET is an open source and cross-platform machine learning framework for .NET. |
| lime | 6.3k | Lime: Explaining the predictions of any machine learning classifier |
| rasa | 6.2k | |
| maskrcnn-benchmark | 6.2k | Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch. |
| tpot | 6.1k | A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming. |
| shap | 6.1k | A unified approach to explain the output of any machine learning model. |
| DCGAN-tensorflow | 6k | A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks" |
| machine-learning-course | 5.9k | |
| autokeras | 5.8k | Accessible AutoML for deep learning. |
| TensorFlow-Tutorials | 5.8k | Simple tutorials using Google's TensorFlow Framework |
| netron | 5.8k | Visualizer for neural network, deep learning and machine learning models |
| mmdetection | 5.7k | Open MMLab Detection Toolbox and Benchmark |
| facets | 5.7k | Visualizations for machine learning datasets |
| ludwig | 5.6k | Ludwig is a toolbox built on top of TensorFlow that allows to train and test deep learning models without the need to… |
| Swift-AI | 5.6k | The Swift machine learning library. |
| DeepFaceLab | 5.6k | DeepFaceLab is a tool that utilizes machine learning to replace faces in videos. Includes prebuilt ready to work stan… |
| mit-deep-learning | 5.6k | Tutorials, assignments, and competitions for MIT Deep Learning related courses. |
| tensorboardX | 5.5k | tensorboard for pytorch (and chainer, mxnet, numpy, ...) |
| pytorch-book | 5.5k | PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation |
| pyro | 5.5k | Deep universal probabilistic programming with Python and PyTorch |
| generative-models | 5.4k | Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow. |
| guess | 5.4k | Libraries & tools for enabling Machine Learning driven user-experiences on the web |
| tensorflow_tutorials | 5.4k | From the basics to slightly more interesting applications of Tensorflow |
| deep-learning-models | 5.4k | Keras code and weights files for popular deep learning models. |
| tensorlayer | 5.4k | Deep Learning and Reinforcement Learning Library for Scientists |
| DeepLearningFlappyBird | 5.3k | Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning). |
| bullet3 | 5.3k | Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, |
| pytext | 5.3k | A natural language modeling framework based on PyTorch |
| tensorflow_cookbook | 5.1k | Code for Tensorflow Machine Learning Cookbook |
| text_classification | 5.1k | all kinds of text classification models and more with deep learning |
| deep-image-prior | 5k | Image restoration with neural networks but without learning. |
| srez | 5k | Image super-resolution through deep learning |
| fairseq | 5k | Facebook AI Research Sequence-to-Sequence Toolkit written in Python. |
| deepo | 5k | Set up deep learning environment in a single command line. |
| bert-as-service | 5k | Mapping a variable-length sentence to a fixed-length vector using BERT model |
| chainer | 5k | A flexible framework of neural networks for deep learning |
| darkflow | 5k | Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def … |
| faceai | 4.9k | 一款入门级的人脸、视频、文字检测以及识别的项目. |
| cnn-text-classification-tf | 4.9k | Convolutional Neural Network for Text Classification in Tensorflow |
| seq2seq | 4.9k | A general-purpose encoder-decoder framework for Tensorflow |
| pretrained-models.pytorch | 4.9k | Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc. |
| pytorch_geometric | 4.8k | Geometric Deep Learning Extension Library for PyTorch |
| have-fun-with-machine-learning | 4.8k | An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks |
| nmt | 4.8k | TensorFlow Neural Machine Translation Tutorial |
| neural-style | 4.8k | Neural style in TensorFlow! |
| tensorpack | 4.7k | A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility |
| keras-js | 4.6k | Run Keras models in the browser, with GPU support using WebGL |
| python-machine-learning-book-2nd-edition | 4.6k | The "Python Machine Learning (2nd edition)" book code repository and info resource |
| aerosolve | 4.6k | A machine learning package built for humans. |
| TopDeepLearning | 4.5k | A list of popular github projects related to deep learning |
| swift | 4.5k | Swift for TensorFlow Project Home Page |
| TensorFlow-World | 4.4k | |
| TensorFlow-Book | 4.3k | Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations. |
| xlnet | 4.3k | XLNet: Generalized Autoregressive Pretraining for Language Understanding |
| edward | 4.3k | A probabilistic programming language in TensorFlow. Deep generative models, variational inference. |
| alluxio | 4.3k | Alluxio, data orchestration for analytics and machine learning in the cloud |
| stargan | 4.1k | Official PyTorch Implementation of StarGAN - CVPR 2018 |
| keras-rl | 4.1k | Deep Reinforcement Learning for Keras. |
| sketch-code | 4k | Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to dra… |
| PyTorch-GAN | 3.9k | PyTorch implementations of Generative Adversarial Networks. |
| tensorspace | 3.9k | Neural network 3D visualization framework, build interactive and intuitive model in browsers, support pre-trained dee… |
| nlp-tutorial | 3.9k | Natural Language Processing Tutorial for Deep Learning Researchers |
| MMdnn | 3.9k | MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion a… |
| photoprism | 3.9k | Personal Photo Management powered by Go and Google TensorFlow |
| faster-rcnn.pytorch | 3.9k | A faster pytorch implementation of faster r-cnn |
| pix2pixHD | 3.8k | Synthesizing and manipulating 2048x1024 images with conditional GANs |
| pipeline | 3.7k | PipelineAI: Real-Time Enterprise AI Platform |
| serving | 3.7k | A flexible, high-performance serving system for machine learning models |
| PySyft | 3.7k | A library for encrypted, privacy preserving deep learning |
| DeepLearningZeroToAll | 3.6k | TensorFlow Basic Tutorial Labs |
| graph_nets | 3.6k | Build Graph Nets in Tensorflow |
| practical-pytorch | 3.5k | PyTorch tutorials demonstrating modern techniques with readable code |
| CapsNet-Tensorflow | 3.5k | A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules |
| tensorflow-docs | 3.5k | TensorFlow 最新官方文档中文版 |
| PyTorch-Tutorial | 3.5k | Build your neural network easy and fast |
| DeepPavlov | 3.3k | An open source library for deep learning end-to-end dialog systems and chatbots. |
| Tensorflow-Tutorial | 3.3k | Tensorflow tutorial from basic to hard |
| SSD-Tensorflow | 3.3k | Single Shot MultiBox Detector in TensorFlow |
| Practical_RL | 3.3k | A course in reinforcement learning in the wild |
| tensorflow-generative-model-collections | 3.3k | Collection of generative models in Tensorflow |
| OpenNMT-py | 3.3k | Open Source Neural Machine Translation in PyTorch |
| TensorFlowOnSpark | 3.2k | TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters. |
| hands-on-ml-zh | 3.1k | |
| Learning-to-See-in-the-Dark | 3.1k | Learning to See in the Dark. CVPR 2018 |
| Real-Time-Voice-Cloning | 3.1k | Clone a voice in 5 seconds to generate arbitrary speech in real-time |
| face-alignment | 3k | |
| pytorch-examples | 3k | Simple examples to introduce PyTorch |
| attention-is-all-you-need-pytorch | 3k | A PyTorch implementation of the Transformer model in "Attention is All You Need". |
| AlphaPose | 3k | Real-Time and Accurate Multi-Person Pose Estimation&Tracking System |
| Tensorflow-Project-Template | 3k | A best practice for tensorflow project template architecture. |
| tf-faster-rcnn | 2.9k | Tensorflow Faster RCNN for Object Detection |
| vespa | 2.9k | Vespa is an engine for low-latency computation over large data sets. |
| textgenrnn | 2.9k | Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines … |
| SmartCropper | 2.9k | |
| FastMaskRCNN | 2.9k | Mask RCNN in TensorFlow |
| lucid | 2.8k | A collection of infrastructure and tools for research in neural network interpretability. |
| PyTorchZeroToAll | 2.8k | Simple PyTorch Tutorials Zero to ALL! |
| easy-tensorflow | 2.8k | Simple and comprehensive tutorials in TensorFlow |
| adanet | 2.8k | Fast and flexible AutoML with learning guarantees. |
| pandas-profiling | 2.8k | Create HTML profiling reports from pandas DataFrame objects |
| handong1587.github.io | 2.7k | |
| tensorflow_poems | 2.7k | 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！ |
| BERT-pytorch | 2.7k | Google AI 2018 BERT pytorch implementation |
| DeepLearning.ai-Summary | 2.7k | This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed ever… |
| DeepVideoAnalytics | 2.7k | A distributed visual search and visual data analytics platform. |
| Tensorflow-Cookbook | 2.7k | Simple Tensorflow Cookbook for easy-to-use |
| 60_Days_RL_Challenge | 2.7k | Learn Deep Reinforcement Learning in Depth in 60 days |
| DeepLearning | 2.7k | Deep Learning (Python, C, C++, Java, Scala, Go) |
| TensorFlowSharp | 2.7k | TensorFlow API for .NET languages |
| gorgonia | 2.7k | Gorgonia is a library that helps facilitate machine learning in Go. |
| pythia | 2.7k | A modular framework for vision & language multimodal research from Facebook AI Research (FAIR) |
| MatchZoo | 2.6k | Facilitating the design, comparison and sharing of deep text matching models. |
| ssd.pytorch | 2.6k | A PyTorch Implementation of Single Shot MultiBox Detector |
| dgl | 2.6k | Python package built to ease deep learning on graph, on top of existing DL frameworks. |
| deep-learning-keras-tensorflow | 2.6k | Introduction to Deep Neural Networks with Keras and Tensorflow |
| deep-learning-book | 2.6k | Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in … |
| makegirlsmoe_web | 2.6k | Create Anime Characters with MakeGirlsMoe |
| tf-pose-estimation | 2.5k | Deep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference. |
| gocv | 2.5k | Go package for computer vision using OpenCV 4 and beyond. |
| NakedTensor | 2.5k | Bare bone examples of machine learning in TensorFlow |
| Automatic_Speech_Recognition | 2.5k | End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow |
| DeepQA | 2.5k | My tensorflow implementation of "A neural conversational model", a Deep learning based chatbot |
| deepjazz | 2.5k | Deep learning driven jazz generation using Keras & Theano! |
| machine-learning-yearning-cn | 2.4k | Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著 |
| text-classification-cnn-rnn | 2.4k | CNN-RNN中文文本分类，基于TensorFlow |
| tensorforce | 2.4k | Tensorforce: a TensorFlow library for applied reinforcement learning |
| HyperLPR | 2.4k | 基于深度学习高性能中文车牌识别 High Performance Chinese License Plate Recognition Framework. |
| tencent-ml-images | 2.4k | Largest multi-label image database; ResNet-101 model; 80.73% top-1 acc on ImageNet |
| LSTM-Human-Activity-Recognition | 2.3k | Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN (Deep Learning algo… |
| neural-style-tf | 2.3k | TensorFlow (Python API) implementation of Neural Style |
| tensorwatch | 2.3k | Debugging, monitoring and visualization for Python Machine Learning and Data Science |
| stanfordnlp | 2.3k | Official Stanford NLP Python Library for Many Human Languages |
| VisualDL | 2.3k | A platform to visualize the deep learning process and result. |
| d2l-en | 2.3k | Dive into Deep Learning: an interactive deep learning book with code, math, and discussions |
| keras-vis | 2.3k | Neural network visualization toolkit for keras |
| pyod | 2.3k | A Python Toolbox for Scalable Outlier Detection (Anomaly Detection) |
| zhihu | 2.3k | This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Pyt… |
| text-detection-ctpn | 2.3k | text detection mainly based on ctpn model in tensorflow, id card detect, connectionist text proposal network |
| training | 2.3k | |
| gluon-api | 2.3k | A clear, concise, simple yet powerful and efficient API for deep learning. |
| TensorFlow-and-DeepLearning-Tutorial | 2.3k | A TensorFlow & Deep Learning online course I taught in 2016 |
| cvat | 2.3k | Powerful and efficient Computer Vision Annotation Tool (CVAT) |
| probability | 2.3k | Probabilistic reasoning and statistical analysis in TensorFlow |
| reinforcement-learning | 2.3k | Minimal and Clean Reinforcement Learning Examples |
| darts | 2.2k | Differentiable architecture search for convolutional and recurrent networks |
| luminoth | 2.2k | Deep Learning toolkit for Computer Vision |
| OpenNMT | 2.2k | Open Source Neural Machine Translation in Torch |
| PocketFlow | 2.2k | An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications. |
| deep-learning-v2-pytorch | 2.1k | Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegre… |
| DeepNLP-models-Pytorch | 2.1k | Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ) |
| jetson-inference | 2.1k | Guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson. |
| yolov3 | 2.1k | YOLOv3 in PyTorch > ONNX > CoreML > iOS |
| colorization | 2.1k | Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016. |
| pytorch-semseg | 2.1k | Semantic Segmentation Architectures Implemented in PyTorch |
| ignite | 2.1k | High-level library to help with training neural networks in PyTorch |
| pointnet | 2.1k | PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation |
| polyaxon | 2.1k | A platform for reproducible and scalable machine learning and deep learning on kubernetes |
| Faster-RCNN_TF | 2.1k | Faster-RCNN in Tensorflow |
| 3DDFA | 2k | The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution. |
| interactive-deep-colorization | 2k | Deep learning software for colorizing black and white images with a few clicks. |
| tensorflow-on-raspberry-pi | 2k | TensorFlow for Raspberry Pi |
| nlp-architect | 2k | NLP Architect by Intel AI Lab: A Python library for exploring the state-of-the-art deep learning topologies and techn… |
| Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials | 2k | A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding in… |
| kcws | 2k | Deep Learning Chinese Word Segment |
| EAST | 1.9k | A tensorflow implementation of EAST text detector |
| Neural-Photo-Editor | 1.9k | A simple interface for editing natural photos with generative neural networks. |
| text-to-image | 1.9k | Text to image synthesis using thought vectors |
| ELF | 1.9k | An End-To-End, Lightweight and Flexible Platform for Game Research |
| rust | 1.9k | Rust language bindings for TensorFlow |
| DeepRL-Agents | 1.9k | A set of Deep Reinforcement Learning Agents implemented in Tensorflow. |
| tensorflow-build | 1.9k | TensorFlow binaries supporting AVX, FMA, SSE |
| docs | 1.9k | TensorFlow documentation |
| TensorFlow-Tutorials | 1.9k | 텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다 |
| deepdetect | 1.9k | Deep Learning API and Server in C++11 support for Caffe, Caffe2, TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE |
| text | 1.9k | Data loaders and abstractions for text and NLP |
| srgan | 1.9k | Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network |
| tensorflow-speech-recognition | 1.9k | |
| decaNLP | 1.9k | The Natural Language Decathlon: A Multitask Challenge for NLP |
| tangent | 1.9k | Source-to-Source Debuggable Derivatives in Pure Python |
| DeepCTR | 1.8k | Easy-to-use,Modular and Extendible package of deep-learning based CTR models. |
| TensorFlow-Roadmap | 1.8k | |
| Super-SloMo | 1.8k | PyTorch implementation of Super SloMo by Jiang et al. |
| Deep_reinforcement_learning_Course | 1.8k | Implementations from the free course Deep Reinforcement Learning with Tensorflow |
| spotlight | 1.8k | Deep recommender models using PyTorch. |
| SiamMask | 1.8k | [CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach |
| seq2seq-couplet | 1.8k | Play couplet with seq2seq model. 用深度学习对对联。 |
| gluon-nlp | 1.7k | NLP made easy |
| keras-attention-mechanism | 1.7k | Attention mechanism Implementation for Keras. |
| Ad-papers | 1.7k | Papers on Computational Advertising |
| deep-high-resolution-net.pytorch | 1.7k | The project is an official implementation of our CVPR2019 paper "Deep High-Resolution Representation Learning for Hum… |
| benchm-ml | 1.7k | A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Pyt… |
| lingvo | 1.7k | Lingvo |
| deepvariant | 1.7k | DeepVariant is an analysis pipeline that uses a deep neural network to call genetic variants from next-generation DNA… |
| byteps | 1.7k | A high performance and general PS framework for distributed training |
| hub | 1.7k | A library for transfer learning by reusing parts of TensorFlow models. |
| deepchem | 1.7k | Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology |
| zhusuan | 1.7k | A Library for Bayesian Deep Learning, Generative Models, Based on Tensorflow |
| Bender | 1.7k | Easily craft fast Neural Networks on iOS! Use TensorFlow models. Metal under the hood. |
| DALI | 1.7k | A library containing both highly optimized building blocks and an execution engine for data pre-processing in deep le… |
| tensorflow_template_application | 1.7k | TensorFlow template application for deep learning |
| AI-Blocks | 1.7k | A powerful and intuitive WYSIWYG interface that allows anyone to create Machine Learning models! |
| DeepLearn | 1.7k | Implementation of research papers on Deep Learning+ NLP+ CV in Python using Keras, Tensorflow and Scikit Learn. |
| ASRT_SpeechRecognition | 1.7k | A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统 |
| Semantic-Segmentation-Suite | 1.7k | Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily! |
| ai-deadlines | 1.7k | |
| pytorch-lightning | 1.7k | Rapid research framework for PyTorch. The researcher's version of Keras |
| sru | 1.7k | Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755) |
| Porcupine | 1.7k | On-device wake word detection powered by deep learning. |
| AlphaZero_Gomoku | 1.7k | An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row) |
| MUNIT | 1.7k | Multimodal Unsupervised Image-to-Image Translation |
| mmlspark | 1.6k | Microsoft Machine Learning for Apache Spark |
| transparent_latent_gan | 1.6k | Use supervised learning to illuminate the latent space of GAN for controlled generation and edit |
| Flux.jl | 1.6k | Relax! Flux is the ML library that doesn't make you tensor |
| deepschool.io | 1.6k | Deep Learning tutorials in jupyter notebooks. |
| tacotron | 1.6k | A TensorFlow implementation of Google's Tacotron speech synthesis with pre-trained model (unofficial) |
| VoTT | 1.6k | Visual Object Tagging Tool: An electron app for building end to end Object Detection Models from Images and Videos. |
| euler | 1.6k | A distributed graph deep learning framework. |
| nnvm | 1.6k | move to https://github.com/dmlc/tvm/ |
| dm_control | 1.6k | The DM Control Suite and Package is a tool for developing and testing reinforcement learning agents for the MuJoCo ph… |
| pytorch-a2c-ppo-acktr-gail | 1.5k | PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region met… |
| Awesome-PyTorch-Chinese | 1.5k | 【干货】史上最全的PyTorch学习资源汇总 |
| deep-rl-tensorflow | 1.5k | TensorFlow implementation of Deep Reinforcement Learning papers |
| mkl-dnn | 1.5k | Intel(R) Math Kernel Library for Deep Neural Networks (Intel(R) MKL-DNN) |
| automl-gs | 1.5k | Provide an input CSV and a target field to predict, generate a model + code to run it. |
| pytorch-summary | 1.5k | Model summary in PyTorch similar to model.summary() in Keras |
| 3D-ResNets-PyTorch | 1.5k | 3D ResNets for Action Recognition (CVPR 2018) |
| chess-alpha-zero | 1.5k | Chess reinforcement learning by AlphaGo Zero methods. |
| keras-yolo2 | 1.5k | Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon… |
| texar | 1.5k | Toolkit for Machine Learning and Text Generation, in TensorFlow |
| XLearning | 1.5k | AI on Hadoop |
| DeepLearningForNLPInPytorch | 1.5k | An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction. |
| tacotron | 1.5k | A TensorFlow Implementation of Tacotron: A Fully End-to-End Text-To-Speech Synthesis Model |
| fast-wavenet | 1.5k | Speedy Wavenet generation using dynamic programming |
| deep-learning-with-keras-notebooks | 1.5k | Jupyter notebooks for using & learning Keras |
| sequence_tagging | 1.5k | Named Entity Recognition (LSTM + CRF) - Tensorflow |
| BigGAN-PyTorch | 1.5k | The author's officially unofficial PyTorch BigGAN implementation. |
| donkeycar | 1.5k | Open source hardware and software platform to build a small scale self driving car. |
| quiver | 1.5k | Interactive convnet features visualization for Keras |
| datasets | 1.5k | A collection of datasets ready to use with TensorFlow |
| edge-connect | 1.4k | EdgeConnect: Generative Image Inpainting with Adversarial Edge Learning. https://arxiv.org/abs/1901.00212 |
| alpha-zero-general | 1.4k | A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 |
| coach | 1.4k | Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learnin… |
| AutonomousDrivingCookbook | 1.4k | Scenarios, tutorials and demos for Autonomous Driving |
| human-pose-estimation.pytorch | 1.4k | The project is an official implement of our ECCV2018 paper "Simple Baselines for Human Pose Estimation and Tracking(h… |
| GDLnotes | 1.4k | Google Deep Learning Notes（TensorFlow教程） |
| mathAI | 1.4k | 一个拍照做题程序。输入一张包含数学计算题的图片，输出识别出的数学计算式以及计算结果。This is a mathematic expression recognition project. |
| ml-cheatsheet | 1.4k | Machine learning cheatsheet |
| zi2zi | 1.4k | Learning Chinese Character style with conditional GAN |
| tensorflow-yolov3 | 1.4k | |
| TensorFlow-2.x-Tutorials | 1.4k | TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT exampl… |
| seldon-server | 1.4k | Machine Learning Platform and Recommendation Engine built on Kubernetes |
| gandissect | 1.4k | Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/ |
| tinyflow | 1.4k | Tutorial code on how to build your own Deep Learning System in 2k Lines |
| zh-NER-TF | 1.4k | A very simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow) |
| UNIT | 1.4k | Unsupervised Image-to-Image Translation |
| PyTorch-NLP | 1.4k | Supporting Rapid Prototyping with a Toolkit (incl. Datasets and Neural Network Layers) |
| DeblurGAN | 1.4k | Image Deblurring using Generative Adversarial Networks |
| NeuroNER | 1.3k | Named-entity recognition using neural networks. Easy-to-use and state-of-the-art results. |
| tf_unet | 1.3k | Generic U-Net Tensorflow implementation for image segmentation |
| torchsample | 1.3k | High-Level Training, Data Augmentation, and Utilities for Pytorch |
| models | 1.3k | A collection of pre-trained, state-of-the-art models in the ONNX format |
| CADL | 1.3k | Course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow… |
| CoreML-in-ARKit | 1.3k | Simple project to detect objects and display 3D labels above them in AR. This serves as a basic Template for an ARKit… |
| DeepRecommender | 1.3k | Deep learning for recommender systems |
| DeepFace | 1.3k | Face analysis mainly based on Caffe. At this time, face analysis tasks like detection, alignment and recognition have… |
| BerryNet | 1.3k | Deep learning gateway on Raspberry Pi and other edge devices |
| pai | 1.2k | Resource scheduling and cluster management for AI |