A list of popular github projects related to deep learning (ranked by stars).
Last Update: 2020.07.09
| Project Name | Stars | Description |
|---|---|---|
| tensorflow | 146k | An Open Source Machine Learning Framework for Everyone |
| keras | 48.9k | Deep Learning for humans |
| opencv | 46.1k | Open Source Computer Vision Library |
| pytorch | 40k | Tensors and Dynamic neural networks in Python with strong GPU acceleration |
| TensorFlow-Examples | 38.1k | TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2) |
| tesseract | 35.3k | Tesseract Open Source OCR Engine (main repository) |
| face_recognition | 35.2k | The world's simplest facial recognition api for Python and the command line |
| faceswap | 31.4k | Deepfakes Software For All |
| transformers | 30.4k | 🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0. |
| 100-Days-Of-ML-Code | 29.1k | 100 Days of ML Coding |
| julia | 28.1k | The Julia Language: A fresh approach to technical computing. |
| gold-miner | 26.6k | 🥇掘金翻译计划，可能是世界最大最好的英译中技术社区，最懂读者和译者的翻译平台： |
| awesome-scalability | 26.6k | The Patterns of Scalable, Reliable, and Performant Large-Scale Systems |
| basics | 24.5k | 📚 Learn ML with clean code, simplified math and illustrative visuals. |
| bert | 23.9k | TensorFlow code and pre-trained models for BERT |
| funNLP | 22.1k | (Machine Learning)NLP面试中常考到的知识点和代码实现、nlp4han:中文自然语言处理工具集(断句/分词/词性标注/组块/句法分析/语义分析/NER/N元语法/HMM/代词消解/情感分析/拼写检查、XLM：Face… |
| xgboost | 19.4k | Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow |
| Real-Time-Voice-Cloning | 18.4k | Clone a voice in 5 seconds to generate arbitrary speech in real-time |
| d2l-zh | 17.9k | 《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。 |
| openpose | 17.8k | OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation |
| Coursera-ML-AndrewNg-Notes | 17.7k | 吴恩达老师的机器学习课程个人笔记 |
| DeepFaceLab | 17.3k | DeepFaceLab is the leading software for creating deepfakes. |
| pytorch-tutorial | 17.3k | PyTorch Tutorial for Deep Learning Researchers |
| Mask_RCNN | 17.2k | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow |
| spaCy | 16.8k | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython |
| NLP-progress | 16.2k | Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks. |
| 100-Days-Of-ML-Code | 15.6k | 100-Days-Of-ML-Code中文版 |
| cs-video-courses | 14.9k | List of Computer Science courses with video lectures. |
| WaveFunctionCollapse | 14.7k | Bitmap & tilemap generation from a single example with the help of ideas from quantum mechanics. |
| lectures | 14.7k | Oxford Deep NLP 2017 course |
| reinforcement-learning | 14.7k | Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accom… |
| pwc | 14.7k | Papers with code. Sorted by stars. Updated weekly. |
| TensorFlow-Course | 14.6k | Simple and ready-to-use tutorials for TensorFlow |
| DeepSpeech | 14.4k | A TensorFlow implementation of Baidu's DeepSpeech architecture |
| pumpkin-book | 14k | 《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book |
| tfjs | 13.5k | A WebGL accelerated JavaScript library for training and deploying ML models. |
| examples | 13.5k | A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc. |
| openface | 13.5k | Face recognition with deep neural networks. |
| Qix | 13.3k | Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang |
| spleeter | 12.7k | Deezer source separation library including pretrained models. |
| Virgilio | 12.7k | Your new Mentor for Data Science E-Learning. |
| nndl.github.io | 12.7k | 《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning |
| Screenshot-to-code | 12.7k | A neural network that transforms a design mock-up into a static website. |
| pytorch-CycleGAN-and-pix2pix | 12.4k | Image-to-Image Translation in PyTorch |
| pytorch-handbook | 11.9k | 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 |
| gun | 11.9k | An open source cybersecurity protocol for syncing decentralized graph data. |
| Paddle | 11.8k | PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训… |
| tensorflow-zh | 11.8k | 谷歌全新开源人工智能系统TensorFlow官方文档中文版 |
| darknet | 11.4k | YOLOv4 - Neural Networks for Object Detection (Windows and Linux version of Darknet ) |
| learnopencv | 11.4k | Learn OpenCV : C++ and Python Examples |
| neural-networks-and-deep-learning | 11.3k | Code samples for my book "Neural Networks and Deep Learning" |
| google-research | 11.2k | Google Research |
| labelImg | 11.2k | 🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images |
| gensim | 11k | Topic Modelling for Humans |
| pix2code | 10.9k | pix2code: Generating Code from a Graphical User Interface Screenshot |
| facenet | 10.8k | Face recognition using Tensorflow |
| DeOldify | 10.7k | A Deep Learning based project for colorizing and restoring old images (and video!) |
| python-machine-learning-book | 10.7k | The "Python Machine Learning (1st edition)" book code repository and info resource |
| stanford-cs-229-machine-learning | 10.6k | VIP cheatsheets for Stanford's CS 229 Machine Learning |
| mmdetection | 10.5k | OpenMMLab Detection Toolbox and Benchmark |
| face-api.js | 10.4k | JavaScript API for face detection and face recognition in the browser and nodejs with tensorflow.js |
| Awesome-pytorch-list | 10.4k | A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,t… |
| nsfw_data_scraper | 10.2k | Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier |
| convnetjs | 10k | Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser. |
| CycleGAN | 9.8k | Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more. |
| streamlit | 9.8k | Streamlit — The fastest way to build data apps in Python |
| DeepCreamPy | 9.7k | Decensoring Hentai with Deep Neural Networks |
| stylegan | 9.7k | StyleGAN - Official TensorFlow Implementation |
| Dive-into-DL-PyTorch | 9.6k | 本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。 |
| stanford-tensorflow-tutorials | 9.6k | This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research. |
| horovod | 9.6k | Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet. |
| Deep-Learning-with-TensorFlow-book | 9.4k | 深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework. |
| neural-doodle | 9.4k | Turn your two-bit doodles into fine artworks with deep neural networks, generate seamless textures from photos, transfer style from one image to another, perform example-based upscaling, but wait... there's more! (An implementation of Semantic Style Transfer.) |
| caire | 9.3k | Content aware image resize library |
| fast-style-transfer | 9.2k | TensorFlow CNN for fast style transfer ⚡🖥🎨🖼 |
| ncnn | 9.2k | ncnn is a high-performance neural network inference framework optimized for the mobile platform |
| kubeflow | 9.1k | Machine Learning Toolkit for Kubernetes |
| nltk | 9k | NLTK Source |
| flair | 9k | A very simple framework for state-of-the-art Natural Language Processing (NLP) |
| ml-agents | 9k | Unity Machine Learning Agents Toolkit |
| allennlp | 8.8k | An open-source NLP research library, built on PyTorch. |
| botpress | 8.8k | 🤖 The Conversational Platform with built-in language understanding (NLU), beautiful graphical interface and Dialog Manager (DM). Easily create chatbots and AI-based virtual assistants. |
| the-gan-zoo | 8.7k | A list of all named GANs! |
| EffectiveTensorflow | 8.6k | TensorFlow tutorials and best practices. |
| tfjs-core | 8.5k | WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript. |
| fairseq | 8.4k | Facebook AI Research Sequence-to-Sequence Toolkit written in Python. |
| sonnet | 8.4k | TensorFlow-based neural network library |
| mit-deep-learning-book-pdf | 8.3k | MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville |
| TensorFlow-Tutorials | 8.3k | TensorFlow Tutorials with YouTube Videos |
| pytorch_geometric | 8.2k | Geometric Deep Learning Extension Library for PyTorch |
| tutorials | 8.2k | 机器学习相关教程 |
| fashion-mnist | 8k | A MNIST-like fashion product database. Benchmark 👉 |
| bert-as-service | 7.9k | Mapping a variable-length sentence to a fixed-length vector using BERT model |
| pix2pix | 7.8k | Image-to-image translation with conditional adversarial nets |
| mediapipe | 7.7k | MediaPipe is the simplest way for researchers and developers to build world-class ML solutions and applications for mobile, edge, cloud and the web. |
| recommenders | 7.7k | Best Practices on Recommendation Systems |
| mit-deep-learning | 7.7k | Tutorials, assignments, and competitions for MIT Deep Learning related courses. |
| pytorch-book | 7.6k | PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》) |
| Winds | 7.6k | A Beautiful Open Source RSS & Podcast App Powered by Getstream.io |
| vid2vid | 7.4k | Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation. |
| Learn_Machine_Learning_in_3_Months | 7.3k | This is the code for "Learn Machine Learning in 3 Months" by Siraj Raval on Youtube |
| golearn | 7.3k | Machine Learning for Go |
| Keras-GAN | 7.2k | Keras implementations of Generative Adversarial Networks. |
| mlcourse.ai | 7k | Open Machine Learning Course |
| faceai | 7k | 一款入门级的人脸、视频、文字检测以及识别的项目. |
| pysc2 | 6.9k | StarCraft II Learning Environment |
| pretrained-models.pytorch | 6.9k | Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc. |
| PyTorch-GAN | 6.7k | PyTorch implementations of Generative Adversarial Networks. |
| vision | 6.7k | Datasets, Transforms and Models specific to Computer Vision |
| nlp-tutorial | 6.6k | Natural Language Processing Tutorial for Deep Learning Researchers |
| bullet3 | 6.6k | Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, |
| DCGAN-tensorflow | 6.6k | A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks" |
| tfjs-models | 6.5k | Pretrained models for TensorFlow.js |
| abu | 6.5k | 阿布量化交易系统(股票，期权，期货，比特币，机器学习) 基于python的开源量化交易，量化投资架构 |
| pytorch-lightning | 6.5k | The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate |
| tensorboardX | 6.4k | tensorboard for pytorch (and chainer, mxnet, numpy, ...) |
| machine-learning-course | 6.4k | 💬 Machine Learning Course with Python: |
| guess | 6.3k | 🔮 Libraries & tools for enabling Machine Learning driven user-experiences on the web |
| pyro | 6.3k | Deep universal probabilistic programming with Python and PyTorch |
| lab | 6.2k | A customisable 3D platform for agent-based AI research |
| mml-book.github.io | 6.2k | Companion webpage to the book "Mathematics For Machine Learning" |
| Interview | 6.2k | Interview = 简历指南 + LeetCode + Kaggle |
| tensorlayer | 6.2k | Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥 |
| generative-models | 6.1k | Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow. |
| machine-learning-yearning-cn | 6.1k | Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著 |
| keras-yolo3 | 6k | A Keras implementation of YOLOv3 (Tensorflow backend) |
| BossSensor | 5.9k | Hide screen when boss is approaching. |
| tensorflow2_tutorials_chinese | 5.9k | tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials |
| TensorFlow-Tutorials | 5.9k | Simple tutorials using Google's TensorFlow Framework |
| argo | 5.9k | Argo Workflows: Get stuff done with Kubernetes. |
| python-machine-learning-book-2nd-edition | 5.8k | The "Python Machine Learning (2nd edition)" book code repository and info resource |
| dvc | 5.7k | 🦉Data Version Control |
| EasyPR | 5.7k | An easy, flexible, and accurate plate recognition project for Chinese licenses in unconstrained situations. |
| AdversarialNetsPapers | 5.6k | The classical paper list with code about generative adversarial nets |
| tensorpack | 5.6k | A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility |
| photoprism | 5.6k | Personal Photo Management powered by Go and Google TensorFlow |
| tensorflow_cookbook | 5.6k | Code for Tensorflow Machine Learning Cookbook |
| albumentations | 5.6k | fast image augmentation library and easy to use wrapper around other libraries |
| swift | 5.6k | Swift for TensorFlow |
| darkflow | 5.6k | Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices |
| tensorflow_tutorials | 5.5k | From the basics to slightly more interesting applications of Tensorflow |
| deep-learning-coursera | 5.5k | Deep Learning Specialization by Andrew Ng on Coursera. |
| transferlearning | 5.5k | Everything about Transfer Learning and Domain Adaptation--迁移学习 |
| ML-NLP | 5.5k | 此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。 |
| nmt | 5.5k | TensorFlow Neural Machine Translation Tutorial |
| faster-rcnn.pytorch | 5.5k | A faster pytorch implementation of faster r-cnn |
| UGATIT | 5.4k | Official Tensorflow implementation of U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Inst… |
| pandas-profiling | 5.4k | Create HTML profiling reports from pandas DataFrame objects |
| deep-residual-networks | 5.4k | Deep Residual Learning for Image Recognition |
| xlnet | 5.3k | XLNet: Generalized Autoregressive Pretraining for Language Understanding |
| leeml-notes | 5.2k | 李宏毅《机器学习》笔记，在线阅读地址：https://datawhalechina.github.io/leeml-notes |
| wav2letter | 5.2k | Facebook AI Research's Automatic Speech Recognition Toolkit |
| neural-style | 5.2k | Neural style in TensorFlow! 🎨 |
| CVPR2020-Paper-Code-Interpretation | 5.2k | cvpr2020/cvpr2019／cvpr2018/cvpr2017 papers，极市团队整理 |
| TensorFlow-2.x-Tutorials | 5.2k | TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT exampl… |
| yolov3 | 5.2k | YOLOv3 in PyTorch > ONNX > CoreML > iOS |
| cnn-text-classification-tf | 5.2k | Convolutional Neural Network for Text Classification in Tensorflow |
| seq2seq | 5.2k | A general-purpose encoder-decoder framework for Tensorflow |
| chineseocr_lite | 5.1k | 超轻量级中文ocr，支持竖排文字识别, 支持ncnn推理 , dbnet(1.7M) + crnn(6.3M) + anglenet(1.5M) 总模型仅10M |
| featuretools | 5k | An open source python library for automated feature engineering |
| labelme | 5k | Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation). |
| ImageAI | 5k | A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities |
| nlp-recipes | 5k | Natural Language Processing Best Practices & Examples |
| have-fun-with-machine-learning | 4.9k | An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks |
| eat_tensorflow2_in_30_days | 4.9k | Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋 |
| tensorflow-wavenet | 4.9k | A TensorFlow implementation of DeepMind's WaveNet paper |
| PyTorch-Tutorial | 4.9k | Build your neural network easy and fast |
| stylegan2 | 4.9k | StyleGAN2 - Official TensorFlow Implementation |
| h2o-3 | 4.9k | Open Source Fast Scalable Machine Learning Platform For Smarter Applications: Deep Learning, Gradient Boosting & XGBo… |
| awesome-machine-learning-on-source-code | 4.8k | Cool links & research papers related to Machine Learning applied to source code (MLonCode) |
| Learning-to-See-in-the-Dark | 4.8k | Learning to See in the Dark. CVPR 2018 |
| PyTorch-YOLOv3 | 4.8k | Minimal PyTorch implementation of YOLOv3 |
| first-order-model | 4.8k | This repository contains the source code for the paper First Order Motion Model for Image Animation |
| models | 4.8k | Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型） |
| smile | 4.8k | Statistical Machine Intelligence & Learning Engine |
| keras-js | 4.7k | Run Keras models in the browser, with GPU support using WebGL |
| carla | 4.7k | Open-source simulator for autonomous driving research. |
| keras-rl | 4.7k | Deep Reinforcement Learning for Keras. |
| useful-java-links | 4.7k | A list of useful Java frameworks, libraries, software and hello worlds examples |
| Awesome-CoreML-Models | 4.7k | Largest list of models for Core ML (for iOS 11+) |
| python-small-examples | 4.7k | 告别枯燥，致力于打造 Python 富有体系且实用的小例子、小案例。 |
| gcn | 4.7k | Implementation of Graph Convolutional Networks in TensorFlow |
| introduction_to_ml_with_python | 4.7k | Notebooks and code for the book "Introduction to Machine Learning with Python" |
| stargan | 4.6k | StarGAN - Official PyTorch Implementation (CVPR 2018) |
| pix2pixHD | 4.6k | Synthesizing and manipulating 2048x1024 images with conditional GANs |
| Data-Science-Wiki | 4.6k | A wiki of DataScience, Statistics, Maths, R,Python, AI, Machine Learning, Automation, Devops Tools, Bash, Linux Tutor… |
| MVision | 4.6k | 机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶 |
| cleverhans | 4.6k | An adversarial example library for constructing attacks, building defenses, and benchmarking both |
| vaex | 4.6k | Out-of-Core DataFrames for Python, ML, visualize and explore big tabular data at a billion rows per second 🚀 |
| Grokking-Deep-Learning | 4.6k | this repository accompanies the book "Grokking Deep Learning" |
| trax | 4.5k | Trax — Deep Learning with Clear Code and Speed |
| graph_nets | 4.5k | Build Graph Nets in Tensorflow |
| edward | 4.5k | A probabilistic programming language in TensorFlow. Deep generative models, variational inference. |
| TensorFlow-World | 4.5k | 🌎 Simple and ready-to-use tutorials for TensorFlow |
| imbalanced-learn | 4.5k | A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning |
| machine-learning-mindmap | 4.5k | A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning. |
| seq2seq-couplet | 4.5k | Play couplet with seq2seq model. 用深度学习对对联。 |
| EfficientNet-PyTorch | 4.4k | A PyTorch implementation of EfficientNet |
| TensorFlow-Book | 4.4k | Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations. |
| stanza | 4.4k | Official Stanford NLP Python Library for Many Human Languages |
| amazon-dsstne | 4.4k | Deep Scalable Sparse Tensor Network Engine (DSSTNE) is an Amazon developed library for building Deep Learning (DL) ma… |
| cnn-explainer | 4.4k | Learning Convolutional Neural Networks with Interactive Visualization. |
| Realtime_Multi-Person_Pose_Estimation | 4.4k | Code repo for realtime multi-person pose estimation in CVPR'17 (Oral) |
| stanford-cs-230-deep-learning | 4.3k | VIP cheatsheets for Stanford's CS 230 Deep Learning |
| Real-Time-Person-Removal | 4.3k | Removing people from complex backgrounds in real time using TensorFlow.js in the web browser |
| OpenNMT-py | 4.3k | Open Source Neural Machine Translation in PyTorch |
| tensorflow_practice | 4.3k | tensorflow实战练习，包括强化学习、推荐系统、nlp等 |
| pytorch-cnn-visualizations | 4.2k | Pytorch implementation of convolutional neural network visualization techniques |
| tensorspace | 4.2k | Neural network 3D visualization framework, build interactive and intuitive model in browsers, support pre-trained deep … |
| DeepLearningExamples | 4.2k | Deep Learning Examples |
| sketch-code | 4.2k | Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to dra… |
| deeplearning-papernotes | 4.2k | Summaries and notes on Deep Learning research papers |
| apex | 4.2k | A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch |
| AlphaPose | 4.1k | Real-Time and Accurate Multi-Person Pose Estimation&Tracking System |
| attention-is-all-you-need-pytorch | 4.1k | A PyTorch implementation of the Transformer model in "Attention is All You Need". |
| nmap | 4.1k | Nmap - the Network Mapper. Github mirror of official SVN repository. |
| Machine-learning-learning-notes | 4.1k | 周志华《机器学习》又称西瓜书是一本较为全面的书籍，书中详细介绍了机器学习领域不同类型的算法(例如：监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等)，记录了本人在学习过程中的理解思路与扩展知识点，希望对新人阅读西瓜书有… |
| serenata-de-amor | 4.1k | 🕵 Artificial Intelligence for social control of public administration |
| practical-pytorch | 4.1k | DEPRECATED and not maintained - see official repo at https://github.com/pytorch/tutorials |
| pytorch-image-models | 4.1k | PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more |
| face-alignment | 4k | 🔥 2D and 3D Face alignment library build using pytorch |
| learning-to-learn | 4k | Learning to Learn in TensorFlow |
| machine-learning-notes | 4k | My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (1500+ slides) 我不间断更… |
| umap | 4k | Uniform Manifold Approximation and Projection |
| DeepLearningZeroToAll | 4k | TensorFlow Basic Tutorial Labs |
| gluon-cv | 4k | Gluon CV Toolkit |
| pipeline | 4k | PipelineAI Kubeflow Distribution |
| snorkel | 4k | A system for quickly generating training data with weak supervision |
| DIGITS | 4k | Deep Learning GPU Training System |
| DenseNet | 4k | Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award). |
| awesome-project-ideas | 4k | Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas |
| tutorials | 4k | PyTorch tutorials. |
| Deep-Learning-21-Examples | 3.9k | 《21个项目玩转深度学习———基于TensorFlow的实践详解》配套代码 |
| DeepLearningTutorials | 3.9k | Deep Learning Tutorial notes and code. See the wiki for more info. |
| textgenrnn | 3.9k | Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines … |
| lucid | 3.8k | A collection of infrastructure and tools for research in neural network interpretability. |
| nsfwjs | 3.8k | NSFW detection on the client-side via TensorFlow.js |
| ssd.pytorch | 3.8k | A PyTorch Implementation of Single Shot MultiBox Detector |
| MachineLearning | 3.8k | Basic Machine Learning and Deep Learning |
| Tensorflow-Tutorial | 3.8k | Tensorflow tutorial from basic to hard |
| awesome-ml-for-cybersecurity | 3.8k | Machine Learning for Cyber Security |
| daily-paper-computer-vision | 3.8k | 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 |
| SSD-Tensorflow | 3.8k | Single Shot MultiBox Detector in TensorFlow |
| cvat | 3.8k | Powerful and efficient Computer Vision Annotation Tool (CVAT) |
| deep-learning-roadmap | 3.8k | 📡 All You Need to Know About Deep Learning - A kick-starter |
| sqlflow | 3.8k | Brings SQL and AI together. |
| mmf | 3.7k | A modular framework for vision & language multimodal research from Facebook AI Research (FAIR) |
| tensorflow-docs | 3.7k | TensorFlow 最新官方文档中文版 |
| iGAN | 3.7k | Interactive Image Generation via Generative Adversarial Networks |
| CapsNet-Tensorflow | 3.7k | A Tensorflow implementation of CapsNet(Capsules Net) in paper Dynamic Routing Between Capsules |
| Yet-Another-EfficientDet-Pytorch | 3.6k | The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights. |
| pytorch-examples | 3.6k | Simple examples to introduce PyTorch |
| ML_for_Hackers | 3.6k | Code accompanying the book "Machine Learning for Hackers" |
| docs | 3.6k | TensorFlow documentation |
| tensorflow-generative-model-collections | 3.6k | Collection of generative models in Tensorflow |
| DeepLearning.ai-Summary | 3.6k | This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed ever… |
| BERT-pytorch | 3.6k | Google AI 2018 BERT pytorch implementation |
| pwnagotchi | 3.5k | (⌐■_■) - Deep Reinforcement Learning instrumenting bettercap for WiFi pwning. |
| HyperLPR | 3.5k | 基于深度学习高性能中文车牌识别 High Performance Chinese License Plate Recognition Framework. |
| deep-learning | 3.5k | Repo for the Deep Learning Nanodegree Foundations program. |
| TensorFlowOnSpark | 3.5k | TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters. |
| BigDL | 3.5k | BigDL: Distributed Deep Learning Framework for Apache Spark |
| AlgoWiki | 3.5k | Repository which contains links and resources on different topics of Computer Science. |
| examples | 3.5k | TensorFlow examples |
| tf-faster-rcnn | 3.4k | Tensorflow Faster RCNN for Object Detection |
| tf-pose-estimation | 3.4k | Deep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference. |
| awesome-machine-learning-cn | 3.4k | 机器学习资源大全中文版，包括机器学习领域的框架、库以及软件 |
| metaflow | 3.4k | Build and manage real-life data science projects with ease. |
| deep-reinforcement-learning | 3.3k | Repo for the Deep Reinforcement Learning Nanodegree program |
| semantic-segmentation-pytorch | 3.3k | Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset |
| gocv | 3.3k | Go package for computer vision using OpenCV 4 and beyond. |
| d2l-pytorch | 3.3k | This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch. |
| Chinese-BERT-wwm | 3.3k | Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型） |
| SmartCropper | 3.3k | 🔥 A library for cropping image in a smart way that can identify the border and correct the cropped image. 智能图片裁剪框架。自动识别边框，手动调节选区，使用透视变换裁剪并矫正选区；适用于身份证，名片，文档等照片的裁剪。 |
| PyTorchZeroToAll | 3.3k | Simple PyTorch Tutorials Zero to ALL! |
| pyAudioAnalysis | 3.3k | Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications |
| InterpretableMLBook | 3.3k | 《可解释的机器学习--黑盒模型可解释性理解指南》，该书为《Interpretable Machine Learning》中文版 |
| snips-nlu | 3.3k | Snips Python library to extract meaning from text |
| pyod | 3.3k | A Python Toolbox for Scalable Outlier Detection (Anomaly Detection) |
| DeepLearning | 3.2k | 深度学习入门教程, 优秀文章, Deep Learning Tutorial |
| vespa | 3.2k | Vespa is an engine for low-latency computation over large data sets. |
| deep-voice-conversion | 3.2k | Deep neural networks for voice conversion (voice style transfer) in Tensorflow |
| lightfm | 3.2k | A Python implementation of LightFM, a hybrid recommendation algorithm. |
| machine-learning | 3.2k | Content for Udacity's Machine Learning curriculum |
| skflow | 3.2k | Simplified interface for TensorFlow (mimicking Scikit Learn) for Deep Learning |
| Tensorflow-Project-Template | 3.2k | A best practice for tensorflow project template architecture. |
| EasyOCR | 3.2k | Ready-to-use OCR with 40+ languages supported including Chinese, Japanese, Korean and Thai |
| text-classification-cnn-rnn | 3.1k | CNN-RNN中文文本分类，基于TensorFlow |
| MachineLearning_Python | 3.1k | 机器学习算法python实现 |
| imagededup | 3.1k | 😎 Finding duplicate images made easy! |
| MatchZoo | 3.1k | Facilitating the design, comparison and sharing of deep text matching models. |
| transformer | 3.1k | A TensorFlow Implementation of the Transformer: Attention Is All You Need |
| tensorflow_poems | 3.1k | 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！ |
| Deep-Learning-Roadmap | 3.1k | 📡 Organized Resources for Deep Learning Researchers and Developers |
| label-studio | 3.1k | Label Studio is a multi-type data labeling and annotation tool with standardized output format |
| ASRT_SpeechRecognition | 3.1k | A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统 |
| benchmark_results | 3.1k | Visual Tracking Paper List |
| Machine-Learning | 3k | ⚡机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归 |
| yolact | 3k | A simple, fully convolutional model for real-time instance segmentation. |
| trfl | 3k | TensorFlow Reinforcement Learning |
| pytorch-cifar | 3k | 95.16% on CIFAR10 with PyTorch |
| sacred | 3k | Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA. |
| yolov5 | 3k | YOLOv5 in PyTorch > ONNX > CoreML > iOS |
| Reinforcement-Learning | 3k | Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning |
| distiller | 3k | Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasy… |
| FastMaskRCNN | 3k | Mask RCNN in TensorFlow |
| probability | 3k | Probabilistic reasoning and statistical analysis in TensorFlow |
| DeepVideoAnalytics | 2.9k | A distributed visual search and visual data analytics platform. |
| tensorwatch | 2.9k | Debugging, monitoring and visualization for Python Machine Learning and Data Science |
| darts | 2.9k | Differentiable architecture search for convolutional and recurrent networks |
| computervision-recipes | 2.9k | Best Practices, code samples, and documentation for Computer Vision. |
| text-detection-ctpn | 2.9k | text detection mainly based on ctpn model in tensorflow, id card detect, connectionist text proposal network |
| tensorflow-windows-wheel | 2.9k | Tensorflow prebuilt binary for Windows |
| tensorflow-yolov3 | 2.9k | 🔥 Pure tensorflow Implement of YOLOv3 with support to train your own dataset |
| zhihu | 2.9k | This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code. |
| BERT-BiLSTM-CRF-NER | 2.9k | Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services |
| TensorFlowSharp | 2.9k | TensorFlow API for .NET languages |
| ignite | 2.9k | High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently. |
| tensorflow-tutorial | 2.9k | Example TensorFlow codes and Caicloud TensorFlow as a Service dev environment. |
| 100-Days-of-ML-Code-Chinese-Version | 2.9k | Chinese Translation for Machine Learning Infographics |
| deep-learning-papers-translation | 2.9k | 深度学习论文翻译，包括分类论文，检测论文等 |
| DMTK | 2.8k | Microsoft Distributed Machine Learning Toolkit |
| caffe-tensorflow | 2.8k | Caffe models in TensorFlow |
| libpostal | 2.8k | A C library for parsing/normalizing street addresses around the world. Powered by statistical NLP and open geo data. |
| pigo | 2.8k | Pure Go face detection, pupil/eyes localization and facial landmark points detection library |
| mindsdb | 2.8k | Machine Learning in one line of code |
| Tensorflow-Cookbook | 2.8k | Simple Tensorflow Cookbook for easy-to-use |
| easy-tensorflow | 2.8k | Simple and comprehensive tutorials in TensorFlow |
| DeepLearning | 2.8k | Deep Learning (Python, C, C++, Java, Scala, Go) |
| pytorch-yolo-v3 | 2.8k | A PyTorch implementation of the YOLO v3 object detection algorithm |
| jukebox | 2.8k | Code for the paper "Jukebox: A Generative Model for Music" |
| makegirlsmoe_web | 2.8k | Create Anime Characters with MakeGirlsMoe |
| deep-learning-keras-tensorflow | 2.8k | Introduction to Deep Neural Networks with Keras and Tensorflow |
| SiamMask | 2.7k | [CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach |
| tencent-ml-images | 2.7k | Largest multi-label image database; ResNet-101 model; 80.73% top-1 acc on ImageNet |
| DALI | 2.7k | A library containing both highly optimized building blocks and an execution engine for data pre-processing in deep le… |
| shogun | 2.7k | Shōgun |
| optuna | 2.7k | A hyperparameter optimization framework |
| Automatic_Speech_Recognition | 2.7k | End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow |
| pytorch-semseg | 2.7k | Semantic Segmentation Architectures Implemented in PyTorch |
| pygcn | 2.7k | Graph Convolutional Networks in PyTorch |
| deep-learning-book | 2.7k | Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in … |
| pointnet | 2.7k | PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation |
| CVPR2020-Code | 2.7k | CVPR 2020 论文开源项目合集 |
| Detectron.pytorch | 2.7k | A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron we… |
| LSTM-Human-Activity-Recognition | 2.6k | Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier |
| neural-style-tf | 2.6k | TensorFlow (Python API) implementation of Neural Style |
| Pytorch-UNet | 2.6k | PyTorch implementation of the U-Net for image semantic segmentation with high quality images |
| kornia | 2.6k | Open Source Differentiable Computer Vision Library for PyTorch |
| Ad-papers | 2.6k | Papers on Computational Advertising |
| deep-high-resolution-net.pytorch | 2.6k | The project is an official implementation of our CVPR2019 paper "Deep High-Resolution Representation Learning for Hum… |
| VoTT | 2.6k | Visual Object Tagging Tool: An electron app for building end to end Object Detection Models from Images and Videos. |
| espnet | 2.6k | End-to-End Speech Processing Toolkit |
| ltp | 2.6k | Language Technology Platform |
| Learn_Deep_Learning_in_6_Weeks | 2.6k | This is the Curriculum for "Learn Deep Learning in 6 Weeks" by Siraj Raval on Youtube |
| keras-vis | 2.6k | Neural network visualization toolkit for keras |
| onnxruntime | 2.6k | ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator |
| 3DDFA | 2.6k | The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution. |
| olivia | 2.6k | 💁♀️Your new best friend powered by an artificial neural network |
| albert_zh | 2.6k | A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型 |
| ai-deadlines | 2.6k | ⏰ AI conference deadline countdowns |
| opencvsharp | 2.5k | .NET Framework wrapper for OpenCV |
| telegram-list | 2.5k | List of telegram groups, channels & bots // Список интересных групп, каналов и ботов телеграма // Список чатов для программистов |
| easy12306 | 2.5k | 使用机器学习算法完成对12306验证码的自动识别 |
| rust | 2.5k | Rust language bindings for TensorFlow |
| miles-deep | 2.5k | Deep Learning Porn Video Classifier/Editor with Caffe |
| VisualDL | 2.5k | Deep Learning Visualization Toolkit（『飞桨』深度学习可视化工具 ） |
| SinGAN | 2.5k | Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image" |
| t81_558_deep_learning | 2.5k | Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks |
| training | 2.5k | 🐝 Custom Object Detection and Classification Training |
| PocketFlow | 2.5k | An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications. |
| autogluon | 2.5k | AutoGluon: AutoML Toolkit for Deep Learning |
| simple-faster-rcnn-pytorch | 2.5k | A simplified implemention of Faster R-CNN that replicate performance from origin paper |
| MITIE | 2.5k | MITIE: library and tools for information extraction |
| reinforcement-learning | 2.5k | Minimal and Clean Reinforcement Learning Examples |
| ISLR-python | 2.4k | An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code |
| EAST | 2.4k | A tensorflow implementation of EAST text detector |
| DeepNLP-models-Pytorch | 2.4k | Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ) |
| Machine-Learning-with-Python | 2.4k | Python code for common Machine Learning Algorithms |
| stanford_dl_ex | 2.4k | Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial |
| tensorflow-internals | 2.4k | It is open source ebook about TensorFlow kernel and implementation mechanism. |
| DeepLearning | 2.4k | Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现 |
| text | 2.4k | Data loaders and abstractions for text and NLP |
| ALAE | 2.4k | [CVPR2020] Adversarial Latent Autoencoders |
| pytorch-summary | 2.4k | Model summary in PyTorch similar to model.summary() in Keras |
| pytorch-doc-zh | 2.4k | Pytorch 中文文档 |
| Deep_reinforcement_learning_Course | 2.4k | Implementations from the free course Deep Reinforcement Learning with Tensorflow |
| ML-Tutorial-Experiment | 2.4k | Coding the Machine Learning Tutorial for Learning to Learn |
| pytorch-Deep-Learning | 2.4k | Deep Learning (with PyTorch) |
| models | 2.4k | A collection of pre-trained, state-of-the-art models in the ONNX format |
| book | 2.4k | Deep Learning 101 with PaddlePaddle （『飞桨』深度学习框架入门教程） |
| PyTorch_Tutorial | 2.4k | 《Pytorch模型训练实用教程》中配套代码 |
| Dive-into-DL-TensorFlow2.0 | 2.4k | 本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的同意 |
| Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials | 2.4k | A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding in… |
| segmentation_models | 2.4k | Segmentation models with pretrained backbones. Keras and TensorFlow Keras. |
| Awesome-PyTorch-Chinese | 2.3k | 【干货】史上最全的PyTorch学习资源汇总 |
| Flux.jl | 2.3k | Relax! Flux is the ML library that doesn't make you tensor |
| weld | 2.3k | High-performance runtime for data analytics applications |
| PyTorch-BigGraph | 2.3k | Generate embeddings from large-scale graph-structured data. |
| byteps | 2.3k | A high performance and generic framework for distributed DNN training |
| AI-Job-Notes | 2.3k | AI算法岗求职攻略（涵盖准备攻略、刷题指南、内推和AI公司清单等资料） |
| luminoth | 2.3k | |
| Alink | 2.3k | Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platf… |
| introtodeeplearning | 2.3k | Lab Materials for MIT 6.S191: Introduction to Deep Learning |
| TensorFlow-and-DeepLearning-Tutorial | 2.3k | A TensorFlow & Deep Learning online course I taught in 2016 |
| srgan | 2.3k | Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network |
| colorization | 2.3k | Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016. |
| OpenNMT | 2.3k | Open Source Neural Machine Translation in Torch (deprecated) |
| Super-SloMo | 2.3k | PyTorch implementation of Super SloMo by Jiang et al. |
| orange3 | 2.3k | 🍊 📊 💡 Orange: Interactive data analysis https://orange.biolab.si |
| ENAS-pytorch | 2.3k | PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing" |
| 3D-ResNets-PyTorch | 2.3k | 3D ResNets for Action Recognition (CVPR 2018) |
| pomegranate | 2.3k | Fast, flexible and easy to use probabilistic modelling in Python. |
| Faster-RCNN_TF | 2.3k | Faster-RCNN in Tensorflow |
| datascience | 2.3k | Curated list of Python resources for data science. |
| deep-learning-from-scratch | 2.3k | 『ゼロから作る Deep Learning』(O'Reilly Japan, 2016) |
| covid-chestxray-dataset | 2.2k | We are building an open database of COVID-19 cases with chest X-ray or CT images. |
| deepchem | 2.2k | Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology |
| awesome-learning-resources | 2.2k | 🔥 Awesome list of resources on Web Development. |
| omniscidb | 2.2k | OmniSciDB (formerly MapD Core) |
| tablesaw | 2.2k | Java dataframe and visualization library |
| Semantic-Segmentation-Suite | 2.2k | Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily! |
| FCOS | 2.2k | FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19) |
| spotlight | 2.2k | Deep recommender models using PyTorch. |
| datasets | 2.2k | TFDS is a collection of datasets ready to use with TensorFlow, Jax, ... |
| Deep-Learning-for-Recommendation-Systems | 2.2k | This repository contains Deep Learning based articles , paper and repositories for Recommender Systems |
| gluon-nlp | 2.1k | NLP made easy |
| dowhy | 2.1k | DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks. |
| keras-attention-mechanism | 2.1k | Attention mechanism Implementation for Keras. |
| Meta-Learning-Papers | 2.1k | Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning |
| tacotron | 2.1k | A TensorFlow implementation of Google's Tacotron speech synthesis with pre-trained model (unofficial) |
| machinelearninginaction | 2.1k | Source Code for the book: Machine Learning in Action published by Manning |
| BuildingMachineLearningSystemsWithPython | 2.1k | Source Code for the book Building Machine Learning Systems with Python |
| CHINESE-OCR | 2.1k | [python3.6] 运用tf实现自然场景文字检测,keras/pytorch实现ctpn+crnn+ctc实现不定长场景文字OCR识别 |
| deepdetect | 2.1k | Deep Learning API and Server in C++11 support for Caffe, Caffe2, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost an… |
| XLM | 2.1k | PyTorch original implementation of Cross-lingual Language Model Pretraining. |
| tensorflow-on-raspberry-pi | 2.1k | TensorFlow for Raspberry Pi |
| decaNLP | 2.1k | The Natural Language Decathlon: A Multitask Challenge for NLP |
| AlphaZero_Gomoku | 2.1k | An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row) |
| pytorch-beginner | 2.1k | pytorch tutorial for beginners |
| tangent | 2.1k | Source-to-Source Debuggable Derivatives in Pure Python |
| Person_reID_baseline_pytorch | 2.1k | A tiny, friendly, strong pytorch implement of person re-identification baseline. Tutorial 👉https://github.com/layumi/… |
| mmlspark | 2k | Microsoft Machine Learning for Apache Spark |
| FATE | 2k | An Industrial Level Federated Learning Framework |
| text-to-image | 2k | Text to image synthesis using thought vectors |
| pytorch-sentiment-analysis | 2k | Tutorials on getting started with PyTorch and TorchText for sentiment analysis. |
| ELF | 2k | An End-To-End, Lightweight and Flexible Platform for Game Research |
| catalyst | 2k | Accelerated DL R&D |
| neuralcoref | 2k | ✨Fast Coreference Resolution in spaCy with Neural Networks |
| DeepRL-Agents | 2k | A set of Deep Reinforcement Learning Agents implemented in Tensorflow. |
| RL-Adventure | 2k | Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchic… |
| fe4ml-zh | 2k | 📖 [译] 面向机器学习的特征工程 |
| lingvo | 2k | Lingvo |
| pytorch-generative-model-collections | 2k | Collection of generative models in Pytorch version. |
| ResNeSt | 2k | ResNeSt: Split-Attention Networks |
| TensorFlow-Tutorials | 2k | 텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다 |
| MUNIT | 2k | Multimodal Unsupervised Image-to-Image Translation |
| oneDNN | 2k | oneAPI Deep Neural Network Library (oneDNN) |
| deepvariant | 2k | DeepVariant is an analysis pipeline that uses a deep neural network to call genetic variants from next-generation DNA sequencing data. |
| texar | 2k | Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow |
| kaolin | 2k | A PyTorch Library for Accelerating 3D Deep Learning Research |
| Clairvoyant | 2k | Software designed to identify and monitor social/historical cues for short term stock movement |
| implicit | 2k | Fast Python Collaborative Filtering for Implicit Feedback Datasets |
| DeepRL | 2k | Modularized Implementation of Deep RL Algorithms in PyTorch |
| lgo | 2k | Interactive Go programming with Jupyter |
| kcws | 2k | Deep Learning Chinese Word Segment |
| tensorflow-build-archived | 2k | TensorFlow binaries supporting AVX, FMA, SSE |
| dm_control | 2k | DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo. |
| gpytorch | 2k | A highly efficient and modular implementation of Gaussian Processes in PyTorch |
| Neural-Photo-Editor | 1.9k | A simple interface for editing natural photos with generative neural networks. |
| alpha-zero-general | 1.9k | A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 |
| tacotron2 | 1.9k | Tacotron 2 - PyTorch implementation with faster-than-realtime inference |
| siamese-triplet | 1.9k | Siamese and triplet networks with online pair/triplet mining in PyTorch |
| awesome-quant | 1.9k | 中国的Quant相关资源索引 |
| image-super-resolution | 1.9k | 🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks. |
| generative_inpainting | 1.9k | DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral |
| code-of-learn-deep-learning-with-pytorch | 1.9k | This is code of book "Learn Deep Learning with PyTorch" |
| gpt-2-simple | 1.9k | Python package to easily retrain OpenAI's GPT-2 text-generating model on new texts |
| DeepInterests | 1.9k | 深度有趣 |
| segmentation_models.pytorch | 1.9k | Segmentation models with pretrained backbones. PyTorch. |
| human-pose-estimation.pytorch | 1.9k | The project is an official implement of our ECCV2018 paper "Simple Baselines for Human Pose Estimation and Tracking(h… |
| BigGAN-PyTorch | 1.9k | The author's officially unofficial PyTorch BigGAN implementation. |
| pytorch-playground | 1.9k | Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet) |
| bertviz | 1.9k | Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.) |
| face.evoLVe.PyTorch | 1.9k | 🔥🔥High-Performance Face Recognition Library on PyTorch🔥🔥 |
| Reco-papers | 1.8k | Classic papers and resources on recommendation |
| coach | 1.8k | Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms |
| sling | 1.8k | SLING - A natural language frame semantics parser |
| pytorch-deeplab-xception | 1.8k | DeepLab v3+ model in PyTorch. Support different backbones. |
| mmskeleton | 1.8k | A OpenMMLAB toolbox for human pose estimation, skeleton-based action recognition, and action synthesis. |
| sru | 1.8k | Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755) |
| pytorch-seq2seq | 1.8k | Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText. |
| Deep-Learning-Interview-Book | 1.8k | 深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向） |
| pai | 1.8k | Resource scheduling and cluster management for AI |
| AI-Blocks | 1.8k | A powerful and intuitive WYSIWYG interface that allows anyone to create Machine Learning models! |
| scikit-optimize | 1.8k | Sequential model-based optimization with a scipy.optimize interface |
| sequence_tagging | 1.8k | Named Entity Recognition (LSTM + CRF) - Tensorflow |
| zh-NER-TF | 1.8k | A very simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow) |
| donkeycar | 1.8k | Open source hardware and software platform to build a small scale self driving car. |
| edge-connect | 1.8k | EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212 |
| awd-lstm-lm | 1.7k | LSTM and QRNN Language Model Toolkit for PyTorch |
| pytorch-kaldi | 1.7k | pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit. |
| Bender | 1.7k | Easily craft fast Neural Networks on iOS! Use TensorFlow models. Metal under the hood. |
| zi2zi | 1.7k | Learning Chinese Character style with conditional GAN |
| automl-gs | 1.7k | Provide an input CSV and a target field to predict, generate a model + code to run it. |
| stats | 1.7k | A well tested and comprehensive Golang statistics library package with no dependencies. |
| ranking | 1.7k | Learning to Rank in TensorFlow |
| mathAI | 1.7k | 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. |
| spark-ml-source-analysis | 1.7k | spark ml 算法原理剖析以及具体的源码实现分析 |
| video-object-removal | 1.7k | Just draw a bounding box and you can remove the object you want to remove. |
| datascience-pizza | 1.7k | 🍕 Repositório para juntar informações sobre materiais de estudo em análise de dados e áreas afins, empresas que trabalham com dados e dicionário de conceitos |
| data-science-interviews | 1.7k | Data science interview questions and answers |
| yolov3-tf2 | 1.7k | YoloV3 Implemented in Tensorflow 2.0 |
| ComputeLibrary | 1.7k | The ARM Computer Vision and Machine Learning library is a set of functions optimised for both ARM CPUs and GPUs using SIMD technologies. |
| tacotron | 1.7k | A TensorFlow Implementation of Tacotron: A Fully End-to-End Text-To-Speech Synthesis Model |
| DeepLearn | 1.7k | Implementation of research papers on Deep Learning+ NLP+ CV in Python using Keras, Tensorflow and Scikit Learn. |
| analytics-zoo | 1.7k | Distributed Tensorflow, Keras and PyTorch on Apache Spark/Flink & Ray |
| PyTorch-NLP | 1.7k | Basic Utilities for PyTorch Natural Language Processing (NLP) |
| captcha_break | 1.7k | 验证码识别 |
| crnn | 1.7k | Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition. |
| DeblurGAN | 1.7k | Image Deblurring using Generative Adversarial Networks |
| robosat | 1.6k | Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds |
| pointnet2 | 1.6k | PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space |
| AutonomousDrivingCookbook | 1.6k | Scenarios, tutorials and demos for Autonomous Driving |
| imgclsmob | 1.6k | Sandbox for training convolutional networks for computer vision |
| tf_unet | 1.6k | Generic U-Net Tensorflow implementation for image segmentation |
| torchsample | 1.6k | High-Level Training, Data Augmentation, and Utilities for Pytorch |
| nlp | 1.6k | 🤗nlp – Datasets and evaluation metrics for Natural Language Processing in NumPy, Pandas, PyTorch and TensorFlow |
| hdbscan | 1.6k | A high performance implementation of HDBSCAN clustering. |
| m2cgen | 1.6k | Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby) with zero dependencies |
| fastNLP | 1.6k | fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation. |
| keras-yolo2 | 1.6k | Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows). |
| Awesome-Chatbot | 1.6k | Awesome Chatbot Projects,Corpus,Papers,Tutorials.Chinese Chatbot =>: |
| knockknock | 1.6k | 🚪✊Knock Knock: Get notified when your training ends with only two additional lines of code |
| MTBook | 1.6k | 《机器翻译：统计建模与深度学习方法》肖桐 朱靖波 著 - Machine Translation: Statistical Modeling and Deep Learning Methods |
| trains | 1.6k | TRAINS - Auto-Magical Experiment Manager & Version Control for AI - NOW WITH AUTO-MAGICAL DEVOPS! |
| self-driving-car | 1.6k | Udacity Self-Driving Car Engineer Nanodegree projects. |
| cnn_captcha | 1.6k | use cnn recognize captcha by tensorflow. 本项目针对字符型图片验证码，使用tensorflow实现卷积神经网络，进行验证码识别。 |
| XLearning | 1.6k | AI on Hadoop |
| Tacotron-2 | 1.6k | DeepMind's Tacotron-2 Tensorflow implementation |
| fast-wavenet | 1.6k | Speedy Wavenet generation using dynamic programming ⚡ |
| spacy-course | 1.6k | 👩🏫 Advanced NLP with spaCy: A free online course |
| gandissect | 1.6k | Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/ |
| NCRFpp | 1.6k | NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components. |
| stargan-v2 | 1.6k | StarGAN v2 - Official PyTorch Implementation (CVPR 2020) |
| tinyflow | 1.6k | Tutorial code on how to build your own Deep Learning System in 2k Lines |
| UNIT | 1.6k | Unsupervised Image-to-Image Translation |
| ssd_keras | 1.6k | A Keras port of Single Shot MultiBox Detector |
| cosin | 1.5k | 🌲 春松客服，多渠道智能客服系统，开源客服系统 |
| foolbox | 1.5k | A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX |
| capsule-networks | 1.5k | A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules". |
| flogo | 1.5k | Project Flogo is an open source ecosystem of opinionated event-driven capabilities to simplify building efficient & modern serverless functions, microservices & edge apps. |
| lip-reading-deeplearning | 1.5k | 🔓 Lip Reading - Cross Audio-Visual Recognition using 3D Architectures |
| hummingbird | 1.5k | Hummingbird compiles trained ML models into tensor computation for faster inference. |
| deep-rl-tensorflow | 1.5k | TensorFlow implementation of Deep Reinforcement Learning papers |
| practical-machine-learning-with-python | 1.5k | Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system. |
| NeuroNER | 1.5k | Named-entity recognition using neural networks. Easy-to-use and state-of-the-art results. |
| wavenet_vocoder | 1.5k | WaveNet vocoder |
| awesome-hand-pose-estimation | 1.5k | Awesome work on hand pose estimation/tracking |
| mAP | 1.5k | mean Average Precision - This code evaluates the performance of your neural net for object recognition. |
| agents | 1.5k | TF-Agents is a library for Reinforcement Learning in TensorFlow |
| CADL | 1.5k | ARCHIVED: Contains historical course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL |
| tensorflow-DeepFM | 1.5k | Tensorflow implementation of DeepFM for CTR prediction. |
| tensorflow-1.4-billion-password-analysis | 1.5k | Deep Learning model to analyze a large corpus of clear text passwords. |
| DAT8 | 1.5k | General Assembly's 2015 Data Science course in Washington, DC |
| NeMo | 1.5k | NeMo: a toolkit for conversational AI |
| Machine-Learning-Flappy-Bird | 1.5k | Machine Learning for Flappy Bird using Neural Network and Genetic Algorithm |
| ml-visuals | 1.5k | Visuals contains figures and templates which you can reuse and customize to improve your scientific writing. |
| GANimation | 1.5k | GANimation: Anatomically-aware Facial Animation from a Single Image (ECCV'18 Oral) [PyTorch] |
| EagleEye | 1.5k | Stalk your Friends. Find their Instagram, FB and Twitter Profiles using Image Recognition and Reverse Image Search. |
| PyTorch-Encoding | 1.5k | A PyTorch CV Toolkit |
| spark | 1.5k | .NET for Apache® Spark™ makes Apache Spark™ easily accessible to .NET developers. |
| quiver | 1.5k | Interactive convnet features visualization for Keras |
| MachineLearning | 1.5k | 一些关于机器学习的学习资料与研究介绍 |
| GAT | 1.5k | Graph Attention Networks (https://arxiv.org/abs/1710.10903) |
| mt-dnn | 1.4k | Multi-Task Deep Neural Networks for Natural Language Understanding |
| deep-neuroevolution | 1.4k | Deep Neuroevolution |
| a-PyTorch-Tutorial-to-Object-Detection | 1.4k | SSD: Single Shot MultiBox Detector |
| labelbox | 1.4k | Labelbox is the fastest way to annotate data to build and ship computer vision applications. |
| openvino | 1.4k | OpenVINO™ Toolkit repository |
| awesome-decision-tree-papers | 1.4k | A collection of research papers on decision, classification and regression trees with implementations. |
| project_alias | 1.4k | Alias is a teachable “parasite” that is designed to give users more control over their smart assistants, both when it comes to customisation and privacy. Through a simple app the user can train Alias to react on a custom wake-word/sound, and once trained, Alias can take control over your home assistant by activating it for you. |
| data-science-question-answer | 1.4k | A repo for data science related questions and answers |
| photo2cartoon | 1.4k | 人像卡通化探索项目 (photo-to-cartoon translation project) |
| video2x | 1.4k | A lossless video/GIF/image upscaler achieved with waifu2x, Anime4K, SRMD and RealSR. Started in Hack the Valley 2, 2018. |
| Tengine | 1.4k | Tengine is a lite, high performance, modular inference engine for embedded device |
| cuml | 1.4k | cuML - RAPIDS Machine Learning Library |
| BentoML | 1.4k | Model Serving Made Easy |
| GANotebooks | 1.4k | wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch |
| MobileNet | 1.4k | MobileNet build with Tensorflow |
| CRAFT-pytorch | 1.4k | Official implementation of Character Region Awareness for Text Detection (CRAFT) |
| mlr | 1.4k | Machine Learning in R |
| monodepth2 | 1.4k | Monocular depth estimation from a single image |
| TensorKart | 1.4k | self-driving MarioKart with TensorFlow |
| keras-contrib | 1.4k | Keras community contributions |
| stellargraph | 1.4k | StellarGraph - Machine Learning on Graphs |
| GDLnotes | 1.4k | Google Deep Learning Notes（TensorFlow教程） |
| pydensecrf | 1.4k | Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials. |
| seldon-server | 1.4k | Machine Learning Platform and Recommendation Engine built on Kubernetes |
| chainercv | 1.4k | ChainerCV: a Library for Deep Learning in Computer Vision |
| tensorflow-nlp | 1.4k | Building blocks for NLP and Text Generation in TensorFlow 2.x / 1.x |
| iOS_ML | 1.4k | List of Machine Learning, AI, NLP solutions for iOS. The most recent version of this article can be found on my blog. |
| tfgo | 1.4k | Tensorflow + Go, the gopher way |
| bi-att-flow | 1.4k | Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization. |
| CoreML-in-ARKit | 1.4k | Simple project to detect objects and display 3D labels above them in AR. This serves as a basic Template for an ARKit project to use CoreML. |
| lightning | 1.4k | Large-scale linear classification, regression and ranking in Python |
| DeepFace | 1.4k | Face analysis mainly based on Caffe. At this time, face analysis tasks like detection, alignment and recognition have been done. |
| torch2trt | 1.4k | An easy to use PyTorch to TensorRT converter |
| deepvoice3_pytorch | 1.4k | PyTorch implementation of convolutional neural networks-based text-to-speech synthesis models |
| sphereface | 1.4k | Implementation for <SphereFace: Deep Hypersphere Embedding for Face Recognition> in CVPR'17. |
| jeelizFaceFilter | 1.4k | Javascript/WebGL lightweight face tracking library designed for augmented reality webcam filters. Features : multiple faces detection, rotation, mouth opening. Various integration examples are provided (Three.js, Babylon.js, FaceSwap, Canvas2D, CSS3D...). |
| kaggle-web-traffic | 1.4k | 1st place solution |
| minimalRL | 1.4k | Implementations of basic RL algorithms with minimal lines of codes! (pytorch based) |
| Machine-Learning-Notes | 1.4k | 周志华《机器学习》手推笔记 |
| Gen.jl | 1.4k | A general-purpose probabilistic programming system with programmable inference |
| faster_rcnn_pytorch | 1.4k | Faster RCNN with PyTorch |
| sod | 1.4k | An Embedded Computer Vision & Machine Learning Library (CPU Optimized & IoT Capable) |
| keras_to_tensorflow | 1.4k | General code to convert a trained keras model into an inference tensorflow model |
| handtracking | 1.3k | Building a Real-time Hand-Detector using Neural Networks (SSD) on Tensorflow |
| word-rnn-tensorflow | 1.3k | Multi-layer Recurrent Neural Networks (LSTM, RNN) for word-level language models in Python using TensorFlow. |
| TorchCraft | 1.3k | Connecting Torch to StarCraft |
| AndroidTensorFlowMachineLearningExample | 1.3k | Android TensorFlow MachineLearning Example (Building TensorFlow for Android) |
| magnitude | 1.3k | A fast, efficient universal vector embedding utility package. |
| hackermath | 1.3k | Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way |
| pytorch-grad-cam | 1.3k | PyTorch implementation of Grad-CAM |
| grenade | 1.3k | Deep Learning in Haskell |
| captcha_trainer | 1.3k | [验证码识别-训练] This project is based on CNN/ResNet/DenseNet+GRU/LSTM+CTC/CrossEntropy to realize verification code identification. This project is only for training the model. |
| anago | 1.3k | Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on. |
| mne-python | 1.3k | MNE : Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python |
| eos | 1.3k | A lightweight 3D Morphable Face Model fitting library in modern C++14 |
| ngraph | 1.3k | nGraph - open source C++ library, compiler and runtime for Deep Learning |
| NSFWDetector | 1.3k | A NSFW (aka porn) detector with CoreML |
| open_nsfw_android | 1.3k | 🔥🔥🔥色情图片离线识别，基于TensorFlow实现。识别只需20ms,可断网测试，成功率99%，调用只要一行代码，从雅虎的开源项目open_nsfw移植，该模型文件可用于iOS、java、C++等平台 |
| cs230-code-examples | 1.3k | Code examples in pyTorch and Tensorflow for CS230 |
| pytorch-generative-adversarial-networks | 1.3k | A very simple generative adversarial network (GAN) in PyTorch |
| forecasting | 1.3k | Time Series Forecasting Best Practices & Examples |
| VIBE | 1.3k | Official implementation of CVPR2020 paper "VIBE: Video Inference for Human Body Pose and Shape Estimation" |
| bulbea | 1.3k | 🐗 🐻 Deep Learning based Python Library for Stock Market Prediction and Modelling |
| electra | 1.3k | ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators |
| scattertext | 1.3k | Beautiful visualizations of how language differs among document types. |
| talos | 1.3k | Hyperparameter Optimization for TensorFlow, Keras and PyTorch |
| practicalAI-cn | 1.3k | AI实战-practicalAI 中文版 |
| impersonator | 1.3k | PyTorch implementation of our ICCV 2019 paper: Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis |
| gluon-ts | 1.3k | Probabilistic time series modeling in Python |
| dcgan-completion.tensorflow | 1.3k | Image Completion with Deep Learning in TensorFlow |
| EfficientDet.Pytorch | 1.3k | Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch |
| NeuronBlocks | 1.3k | NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego |
| yolo2-pytorch | 1.3k | YOLOv2 in PyTorch |
| EmojiIntelligence | 1.3k | Neural Network built in Apple Playground using Swift |
| efficientnet | 1.3k | Implementation of EfficientNet model. Keras and TensorFlow Keras. |
| YOLOv3_TensorFlow | 1.3k | Complete YOLO v3 TensorFlow implementation. Support training on your own dataset. |
| TensorFlow.NET | 1.3k | .NET Standard bindings for Google's TensorFlow for developing, training and deploying Machine Learning models in C#. |
| pytextrank | 1.3k | Python implementation of TextRank for phrase extraction and summarization of text documents |
| infer | 1.3k | Infer.NET is a framework for running Bayesian inference in graphical models |
| uda | 1.3k | Unsupervised Data Augmentation (UDA) |
| mmaction | 1.3k | An open-source toolbox for action understanding based on PyTorch |
| spark-nlp | 1.3k | State of the Art Natural Language Processing |
| pytorch-semantic-segmentation | 1.3k | PyTorch for Semantic Segmentation |
| Deep-Learning-Boot-Camp | 1.2k | A community run, 5-day PyTorch Deep Learning Bootcamp |
| pytorch-openai-transformer-lm | 1.2k | 🐥A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI |
| hiddenlayer | 1.2k | Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras. |
| PaddleHub | 1.2k | Toolkit for Pre-trained Model Application of PaddlePaddle（『飞桨』预训练模型应用工具 ） |
| PhotographicImageSynthesis | 1.2k | Photographic Image Synthesis with Cascaded Refinement Networks |
| alpr-unconstrained | 1.2k | License Plate Detection and Recognition in Unconstrained Scenarios |
| Deep-Image-Analogy | 1.2k | The source code of 'Visual Attribute Transfer through Deep Image Analogy'. |
| spektral | 1.2k | Graph Neural Networks with Keras and Tensorflow 2. |
| DeepAA | 1.2k | make ASCII Art by Deep Learning |
| vvedenie-mashinnoe-obuchenie | 1.2k | 📝 Подборка ресурсов по машинному обучению |
| OpenSeq2Seq | 1.2k | Toolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP |
| Forge | 1.2k | A neural network toolkit for Metal |
| keras-yolo3 | 1.2k | Training and Detecting Objects with YOLO3 |
| NiftyNet | 1.2k | [unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy |
| Awesome-TensorFlow-Chinese | 1.2k | Awesome-TensorFlow-Chinese，TensorFlow 中文资源精选，官方网站，安装教程，入门教程，视频教程，实战项目，学习路径。QQ群：167122861，公众号：磐创AI，微信群二维码：http://www.tensorflownews.com/ |
| StudyBook | 1.2k | Study E-Book(ComputerVision DeepLearning MachineLearning Math NLP Python ReinforcementLearning) |
| awesome-semantic-segmentation-pytorch | 1.2k | Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet) |
| RFBNet | 1.2k | Receptive Field Block Net for Accurate and Fast Object Detection, ECCV 2018 |
| GPflow | 1.2k | Gaussian processes in TensorFlow |
| dlwpt-code | 1.2k | Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann. |
| dlcv_for_beginners | 1.2k | 《深度学习与计算机视觉》配套代码 |
| Deep-Learning-with-PyTorch-Tutorials | 1.2k | 深度学习与PyTorch入门实战视频教程 配套源代码和PPT |
| DLTK | 1.2k | Deep Learning Toolkit for Medical Image Analysis |
| FCN.tensorflow | 1.2k | Tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation (http://fcn.berkeleyvision.org) |
| facenet-pytorch | 1.2k | Pretrained Pytorch face detection (MTCNN) and recognition (InceptionResnet) models |
| h2o-tutorials | 1.2k | Tutorials and training material for the H2O Machine Learning Platform |
| nlp-journey | 1.2k | Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0. |
| object_detector_app | 1.2k | Real-Time Object Recognition App with Tensorflow and OpenCV |
| tnt | 1.2k | Simple tools for logging and visualizing, loading and training |
| tensorflow-deeplab-resnet | 1.2k | DeepLab-ResNet rebuilt in TensorFlow |
| reproducible-image-denoising-state-of-the-art | 1.2k | Collection of popular and reproducible image denoising works. |
| senet.pytorch | 1.2k | PyTorch implementation of SENet |
| pytorch-seq2seq | 1.2k | An open source framework for seq2seq models in PyTorch. |
| efficient_densenet_pytorch | 1.2k | A memory-efficient implementation of DenseNets |
| pytorch-retinanet | 1.2k | Pytorch implementation of RetinaNet object detection. |
| cakechat | 1.2k | CakeChat: Emotional Generative Dialog System |
| pytorch-fcn | 1.2k | PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.) |
| python-machine-learning-book-3rd-edition | 1.2k | The "Python Machine Learning (3rd edition)" book code repository |
| tf-quant-finance | 1.2k | High-performance TensorFlow library for quantitative finance. |
| gnes | 1.1k | GNES is Generic Neural Elastic Search, a cloud-native semantic search system based on deep neural network. |
| Image-OutPainting | 1.1k | 🏖 Keras Implementation of Painting outside the box |
| Fabrik | 1.1k | 🏭 Collaboratively build, visualize, and design neural nets in browser |
| attention-transfer | 1.1k | Improving Convolutional Networks via Attention Transfer (ICLR 2017) |
| pytorch-cifar100 | 1.1k | Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet) |
| MONAI | 1.1k | AI Toolkit for Healthcare Imaging |
| tensorrec | 1.1k | A TensorFlow recommendation algorithm and framework in Python. |
| mleap | 1.1k | MLeap: Deploy Spark Pipelines to Production |
| noreward-rl | 1.1k | [ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning |
| PyTorchNLPBook | 1.1k | Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info |
| mtcnn | 1.1k | MTCNN face detection implementation for TensorFlow, as a PIP package. |
| WaveRNN | 1.1k | WaveRNN Vocoder + TTS |
| UNet-family | 1.1k | Paper and implementation of UNet-related model. |
| Awesome-pytorch-list-CNVersion | 1.1k | Awesome-pytorch-list 翻译工作进行中...... |
| tensorflow-fcn | 1.1k | An Implementation of Fully Convolutional Networks in Tensorflow. |
| BicycleGAN | 1.1k | Toward Multimodal Image-to-Image Translation |
| TensorFlow2.0-Examples | 1.1k | 🙄 Difficult algorithm, simple code. |
| fast-autoaugment | 1.1k | Official Implementation of 'Fast AutoAugment' in PyTorch. |
| fastai_deeplearn_part1 | 1.1k | Notes for Fastai Deep Learning Course |
| HyperGAN | 1.1k | Composable GAN framework with api and user interface |
| home | 1.1k | ApacheCN 开源组织：公告、介绍、成员、活动、交流方式 |
| tfx | 1.1k | TFX is an end-to-end platform for deploying production ML pipelines |
| handwriting-synthesis | 1.1k | Handwriting Synthesis with RNNs ✏️ |
| image-quality-assessment | 1.1k | Convolutional Neural Networks to predict the aesthetic and technical quality of images. |
| PerceptualSimilarity | 1.1k | Learned Perceptual Image Patch Similarity (LPIPS) metric. In CVPR, 2018. |
| lanenet-lane-detection | 1.1k | Unofficial implemention of lanenet model for real time lane detection using deep neural network model https://maybeshewill-cv.github.io/lanenet-lane-detection/ |
| uTensor | 1.1k | TinyML AI inference library |
| torchgan | 1.1k | Research Framework for easy and efficient training of GANs based on Pytorch |
| merlin | 1.1k | This is now the official location of the Merlin project. |
| CLUE | 1k | 中文语言理解基准测评 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard |
| tfjs-node | 1k | TensorFlow powered JavaScript library for training and deploying ML models on Node.js. |
| CycleGAN-TensorFlow | 1k | An implementation of CycleGan using TensorFlow |
| EffectivePyTorch | 1k | PyTorch tutorials and best practices. |
| hercules | 1k | Gaining advanced insights from Git repository history. |
| AdvancedEAST | 1k | AdvancedEAST is an algorithm used for Scene image text detect, which is primarily based on EAST, and the significant improvement was also made, which make long text predictions more accurate. |
| one-pixel-attack-keras | 1k | Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet |
| CRNN_Chinese_Characters_Rec | 1k | (CRNN) Chinese Characters Recognition. |
| hmtl | 1k | 🌊HMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP |
| rethinking-network-pruning | 1k | Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019) |
| pytorch-classification | 1k | Classification with PyTorch. |
| a-PyTorch-Tutorial-to-Image-Captioning | 1k | Show, Attend, and Tell |
| reformer-pytorch | 1k | Reformer, the efficient Transformer, in Pytorch |
| pytorch-YOLOv4 | 1k | PyTorch ,ONNX and TensorRT implementation of YOLOv4 |
| FaceMaskDetection | 1k | 开源人脸口罩检测模型和数据 Detect faces and determine whether people are wearing mask. |
| gen-efficientnet-pytorch | 1k | Pretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS |
| open-reid | 1k | Open source person re-identification library in python |
| wgan-gp | 1k | A pytorch implementation of Paper "Improved Training of Wasserstein GANs" |
