A list of the most github stars and forks repositories.
Last Automatic Update Time: 2021-04-06T00:49:18Z
| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
|---|---|---|---|---|---|---|---|
| 1 | system-design-primer | 125615 | 22927 | Python | 186 | Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards. | 2021-03-28T18:39:36Z |
| 2 | public-apis | 116196 | 14290 | Python | 153 | A collective list of free APIs | 2021-04-04T16:47:53Z |
| 3 | Python-100-Days | 101327 | 40635 | Python | 555 | Python - 100天从新手到大师 | 2021-04-05T16:57:54Z |
| 4 | awesome-python | 95581 | 18677 | Python | 146 | A curated list of awesome Python frameworks, libraries, software and resources | 2021-04-01T19:28:50Z |
| 5 | youtube-dl | 92626 | 4554 | Python | 3999 | Command-line program to download videos from YouTube.com and other video sites | 2021-04-05T09:12:10Z |
| 6 | thefuck | 59644 | 2840 | Python | 258 | Magnificent app which corrects your previous console command. | 2021-03-30T21:12:46Z |
| 7 | django | 56581 | 24225 | Python | 165 | The Web framework for perfectionists with deadlines. | 2021-04-05T23:25:48Z |
| 8 | keras | 50969 | 18737 | Python | 3244 | Deep Learning for humans | 2021-04-05T21:25:59Z |
| 9 | httpie | 50352 | 3280 | Python | 143 | As easy as /aitch-tee-tee-pie/ 🥧 Modern, user-friendly command-line HTTP client for the API era. JSON support, colors, sessions, downloads, plugins & more. https://twitter.com/httpie | 2021-03-30T20:54:53Z |
| 10 | awesome-machine-learning | 49612 | 12306 | Python | 2 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2021-04-01T06:53:48Z |
| 11 | ansible | 47647 | 20446 | Python | 1855 | Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy and maintain. Automate everything from code deployment to network configuration to cloud management, in a language that approaches plain English, using SSH, with no agents to install on remote systems. https://docs.ansible.com. | 2021-04-06T00:42:52Z |
| 12 | scikit-learn | 45112 | 21267 | Python | 2377 | scikit-learn: machine learning in Python | 2021-04-05T22:19:41Z |
| 13 | requests | 44902 | 8216 | Python | 320 | A simple, yet elegant HTTP library. | 2021-03-31T10:25:43Z |
| 14 | scrapy | 40241 | 9103 | Python | 783 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2021-04-05T20:58:58Z |
| 15 | big-list-of-naughty-strings | 40199 | 1862 | Python | 75 | The Big List of Naughty Strings is a list of strings which have a high probability of causing issues when used as user-input data. | 2021-03-27T07:44:40Z |
| 16 | HelloGitHub | 39613 | 5888 | Python | 12 |  分享 GitHub 上有趣、入门级的开源项目（5 周年） |
2021-03-31T07:04:49Z |
| 17 | face_recognition | 39265 | 11043 | Python | 594 | The world's simplest facial recognition api for Python and the command line | 2021-03-20T02:37:00Z |
| 18 | superset | 36288 | 7101 | Python | 879 | Apache Superset is a Data Visualization and Data Exploration Platform | 2021-04-05T23:56:39Z |
| 19 | faceswap | 34814 | 10727 | Python | 9 | Deepfakes Software For All | 2021-04-03T11:54:04Z |
| 20 | shadowsocks | 32980 | 19603 | Python | 447 | None | 2021-02-28T20:39:55Z |
| 21 | interview_internal_reference | 30964 | 8471 | Python | 24 | 2021年最新总结，阿里，腾讯，百度，美团，头条等技术面试题目，以及答案，专家出题人分析汇总。 | 2021-03-03T08:23:36Z |
| 22 | XX-Net | 30624 | 7833 | Python | 7698 | A proxy tool to bypass GFW. | 2021-01-20T11:06:31Z |
| 23 | CppCoreGuidelines | 30373 | 4063 | Python | 179 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2021-04-05T19:11:12Z |
| 24 | Deep-Learning-Papers-Reading-Roadmap | 29594 | 6501 | Python | 82 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2021-02-01T15:08:16Z |
| 25 | localstack | 29485 | 2338 | Python | 273 | 💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2021-04-05T23:03:38Z |
| 26 | fastapi | 29310 | 2029 | Python | 782 | FastAPI framework, high performance, easy to learn, fast to code, ready for production | 2021-04-05T05:59:31Z |
| 27 | pandas | 29231 | 12158 | Python | 3738 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2021-04-05T23:01:32Z |
| 28 | python-patterns | 28011 | 5797 | Python | 10 | A collection of design patterns/idioms in Python | 2021-01-25T22:10:37Z |
| 29 | certbot | 27869 | 3070 | Python | 579 | Certbot is EFF's tool to obtain certs from Let's Encrypt and (optionally) auto-enable HTTPS on your server. It can also act as a client for any other CA that uses the ACME protocol. | 2021-04-06T00:06:47Z |
| 30 | sentry | 27696 | 3106 | Python | 310 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2021-04-06T00:41:05Z |
| 31 | wtfpython | 26389 | 2208 | Python | 52 | What the f*ck Python? 😱 | 2021-03-20T09:52:36Z |
| 32 | jieba | 25907 | 6176 | Python | 601 | 结巴中文分词 | 2020-12-05T18:32:32Z |
| 33 | DeepFaceLab | 25678 | 5738 | Python | 274 | DeepFaceLab is the leading software for creating deepfakes. | 2021-04-02T12:13:30Z |
| 34 | rich | 25024 | 744 | Python | 4 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2021-04-05T10:04:34Z |
| 35 | Detectron | 24264 | 5314 | Python | 319 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2021-04-01T12:34:06Z |
| 36 | cheat.sh | 23908 | 1219 | Python | 84 | the only cheat sheet you need | 2021-03-18T14:27:51Z |
| 37 | Real-Time-Voice-Cloning | 23708 | 4601 | Python | 12 | Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2021-04-05T03:51:07Z |
| 38 | PayloadsAllTheThings | 23198 | 6839 | Python | 11 | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | 2021-04-02T20:39:36Z |
| 39 | YouCompleteMe | 22714 | 2631 | Python | 36 | A code-completion engine for Vim | 2021-04-05T21:03:11Z |
| 40 | HanLP | 22447 | 6014 | Python | 4 | 中文分词 词性标注 命名实体识别 依存句法分析 语义依存分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理 | 2021-03-28T15:49:20Z |
| 41 | compose | 22282 | 3715 | Python | 515 | Define and run multi-container applications with Docker | 2021-04-05T21:23:18Z |
| 42 | interactive-coding-challenges | 22212 | 3558 | Python | 58 | 120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards. | 2020-12-11T15:29:16Z |
| 43 | Python | 22108 | 9864 | Python | 202 | My Python Examples | 2021-04-05T07:18:22Z |
| 44 | mitmproxy | 21987 | 2816 | Python | 231 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2021-04-05T08:31:54Z |
| 45 | python-cheatsheet | 21951 | 4016 | Python | 23 | Comprehensive Python Cheatsheet | 2021-04-04T09:56:43Z |
| 46 | pipenv | 21718 | 1607 | Python | 516 | Python Development Workflow for Humans. | 2021-04-01T12:34:07Z |
| 47 | ItChat | 21333 | 5016 | Python | 231 | A complete and graceful API for Wechat. 微信个人号接口、微信机器人及命令行微信，三十行即可自定义个人号机器人。 | 2021-03-31T05:56:33Z |
| 48 | airflow | 21038 | 8278 | Python | 952 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2021-04-06T00:44:06Z |
| 49 | data-science-ipython-notebooks | 20903 | 6513 | Python | 20 | Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines. | 2021-02-18T10:51:00Z |
| 50 | algo | 20427 | 1765 | Python | 92 | Set up a personal VPN in the cloud | 2021-03-16T00:12:09Z |
| 51 | black | 20165 | 1302 | Python | 439 | The uncompromising Python code formatter | 2021-04-04T21:40:23Z |
| 52 | pytorch-tutorial | 20125 | 6349 | Python | 77 | PyTorch Tutorial for Deep Learning Researchers | 2021-03-10T08:49:34Z |
| 53 | sqlmap | 19769 | 4237 | Python | 45 | Automatic SQL injection and database takeover tool | 2021-04-05T17:00:41Z |
| 54 | Mask_RCNN | 19728 | 9499 | Python | 1653 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2021-04-04T20:32:15Z |
| 55 | ML-From-Scratch | 19685 | 3798 | Python | 38 | Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning. | 2021-03-23T07:52:00Z |
| 56 | python-fire | 18893 | 1139 | Python | 99 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2021-04-01T15:28:56Z |
| 57 | redash | 18512 | 3183 | Python | 609 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2021-04-06T00:06:33Z |
| 58 | tqdm | 17948 | 925 | Python | 279 | A Fast, Extensible Progress Bar for Python and CLI | 2021-04-06T00:32:42Z |
| 59 | hosts | 17606 | 1561 | Python | 37 | 🔒 Consolidating and extending hosts files from several well-curated sources. Optionally pick extensions for porn, social media, and other categories. | 2021-04-05T01:14:53Z |
| 60 | Depix | 17565 | 2098 | Python | 5 | Recovers passwords from pixelized screenshots | 2021-03-27T16:03:45Z |
| 61 | numpy | 16748 | 5377 | Python | 2269 | The fundamental package for scientific computing with Python. | 2021-04-05T21:39:36Z |
| 62 | magenta | 16475 | 3400 | Python | 301 | Magenta: Music and Art Generation with Machine Intelligence | 2021-03-30T17:25:43Z |
| 63 | spleeter | 16004 | 1653 | Python | 83 | Deezer source separation library including pretrained models. | 2021-04-02T14:21:24Z |
| 64 | CheatSheetSeries | 15874 | 2311 | Python | 28 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2021-04-04T15:36:01Z |
| 65 | examples | 15838 | 7428 | Python | 308 | A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc. | 2021-04-02T22:08:21Z |
| 66 | bitcoinbook | 15815 | 4352 | Python | 60 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2021-04-04T20:43:40Z |
| 67 | locust | 15768 | 2098 | Python | 54 | Scalable user load testing tool written in Python | 2021-04-04T08:31:17Z |
| 68 | 15708 | 2872 | Python | 304 | historical code from reddit.com | 2017-10-17T19:57:07Z | |
| 69 | cascadia-code | 15636 | 475 | Python | 43 | This is a fun, new monospaced font that includes programming ligatures and is designed to enhance the modern look and feel of the Windows Terminal. | 2021-03-31T20:22:38Z |
| 70 | ray | 15478 | 2519 | Python | 1459 | An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library. | 2021-04-06T00:35:32Z |
| 71 | professional-programming | 15445 | 1388 | Python | 0 | A collection of full-stack resources for programmers. | 2021-03-25T11:21:47Z |
| 72 | bokeh | 14937 | 3684 | Python | 671 | Interactive Data Visualization in the browser, from Python | 2021-04-06T00:02:41Z |
| 73 | Awesome-Linux-Software | 14781 | 1560 | Python | 22 | A list of awesome applications, software, tools and other materials for Linux distros. | 2021-03-15T22:42:36Z |
| 74 | sanic | 14776 | 1334 | Python | 45 | Async Python 3.7+ web server/framework | Build fast. Run fast. | 2021-04-06T00:32:10Z |
| 75 | Paddle | 14759 | 3648 | Python | 2591 | 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、分布式训练和跨平台部署） | 2021-04-05T13:57:01Z |
| 76 | ipython | 14744 | 4146 | Python | 1485 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2021-04-05T10:44:35Z |
| 77 | pytorch-CycleGAN-and-pix2pix | 14640 | 4403 | Python | 348 | Image-to-Image Translation in PyTorch | 2021-04-05T20:18:29Z |
| 78 | nginx-proxy | 14615 | 2608 | Python | 667 | Automated nginx proxy for Docker containers using docker-gen | 2021-04-05T22:11:53Z |
| 79 | PySnooper | 14347 | 888 | Python | 18 | Never use print for debugging again | 2021-04-04T12:13:54Z |
| 80 | python-telegram-bot | 14302 | 3025 | Python | 25 | We have made you a wrapper you can't refuse | 2021-04-05T11:25:27Z |
| 81 | mmdetection | 14255 | 4906 | Python | 366 | OpenMMLab Detection Toolbox and Benchmark | 2021-04-05T13:30:14Z |
| 82 | dash | 14255 | 1451 | Python | 418 | Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required. | 2021-04-02T13:48:58Z |
| 83 | wttr.in | 14117 | 694 | Python | 142 | ⛅ The right way to check the weather | 2021-04-05T16:25:21Z |
| 84 | streamlit | 14041 | 1197 | Python | 497 | Streamlit — The fastest way to build data apps in Python | 2021-04-06T00:42:46Z |
| 85 | wechat_jump_game | 13887 | 4533 | Python | 33 | 微信《跳一跳》Python 辅助 | 2021-03-18T20:24:22Z |
| 86 | labelImg | 13814 | 4464 | Python | 286 | 🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images | 2021-04-01T14:51:48Z |
| 87 | matplotlib | 13408 | 5744 | Python | 1697 | matplotlib: plotting with Python | 2021-04-06T00:30:58Z |
| 88 | zulip | 13313 | 4435 | Python | 2069 | Zulip server and webapp - powerful open source team chat | 2021-04-06T00:45:13Z |
| 89 | awesome-python-login-model | 13126 | 2904 | Python | 53 | 😮python模拟登陆一些大型网站，还有一些简单的爬虫，希望对你们有所帮助❤️，如果喜欢记得给个star哦🌟 | 2020-10-01T19:46:02Z |
| 90 | chinese-programmer-wrong-pronunciation | 12899 | 1124 | Python | 74 | 中国程序员容易发音错误的单词 | 2021-04-01T21:39:26Z |
| 91 | kivy | 12878 | 2677 | Python | 823 | Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS | 2021-04-05T22:38:26Z |
| 92 | pytorch-lightning | 12830 | 1505 | Python | 312 | The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate. | 2021-04-05T23:50:42Z |
| 93 | python-spider | 12775 | 5001 | Python | 4 | 🌈Python3网络爬虫实战：淘宝、京东、网易云、B站、12306、抖音、笔趣阁、漫画小说下载、音乐电影下载等 | 2021-03-31T18:54:00Z |
| 94 | prophet | 12483 | 3582 | Python | 49 | Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth. | 2021-04-03T22:03:29Z |
| 95 | autojump | 12411 | 585 | Python | 180 | A cd command that learns - easily navigate directories from the command line | 2021-02-05T18:39:40Z |
| 96 | neural-networks-and-deep-learning | 12392 | 5701 | Python | 6 | Code samples for my book "Neural Networks and Deep Learning" | 2021-02-24T07:23:46Z |
| 97 | faker | 12355 | 1401 | Python | 141 | Faker is a Python package that generates fake data for you. | 2021-04-05T18:18:00Z |
| 98 | jax | 12247 | 1085 | Python | 780 | Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more | 2021-04-06T00:34:32Z |
| 99 | proxy_pool | 12101 | 3400 | Python | 240 | Python爬虫代理IP池(proxy pool) | 2021-04-02T08:52:50Z |
| 100 | jupyter | 12000 | 3122 | Python | 181 | Jupyter metapackage for installation, docs and chat | 2021-04-02T00:35:10Z |
| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
|---|---|---|---|---|---|---|---|
| 1 | system-design-primer | 125615 | 22927 | Python | 186 | Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards. | 2021-03-28T18:39:36Z |
| 2 | public-apis | 116196 | 14290 | Python | 153 | A collective list of free APIs | 2021-04-04T16:47:53Z |
| 3 | Python | 101825 | 28949 | Python | 32 | All Algorithms implemented in Python | 2021-04-05T17:43:21Z |
| 4 | Python-100-Days | 101327 | 40635 | Python | 555 | Python - 100天从新手到大师 | 2021-04-05T16:57:54Z |
| 5 | awesome-python | 95581 | 18677 | Python | 146 | A curated list of awesome Python frameworks, libraries, software and resources | 2021-04-01T19:28:50Z |
| 6 | youtube-dl | 92626 | 4554 | Python | 3999 | Command-line program to download videos from YouTube.com and other video sites | 2021-04-05T09:12:10Z |
| 7 | models | 69348 | 43903 | Python | 1138 | Models and examples built with TensorFlow | 2021-04-05T23:49:33Z |
| 8 | thefuck | 59644 | 2840 | Python | 258 | Magnificent app which corrects your previous console command. | 2021-03-30T21:12:46Z |
| 9 | django | 56581 | 24225 | Python | 165 | The Web framework for perfectionists with deadlines. | 2021-04-05T23:25:48Z |
| 10 | flask | 54384 | 14209 | Python | 23 | The Python micro framework for building web applications. | 2021-04-05T20:35:17Z |
| 11 | keras | 50969 | 18737 | Python | 3244 | Deep Learning for humans | 2021-04-05T21:25:59Z |
| 12 | httpie | 50352 | 3280 | Python | 143 | As easy as /aitch-tee-tee-pie/ 🥧 Modern, user-friendly command-line HTTP client for the API era. JSON support, colors, sessions, downloads, plugins & more. https://twitter.com/httpie | 2021-03-30T20:54:53Z |
| 13 | awesome-machine-learning | 49612 | 12306 | Python | 2 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2021-04-01T06:53:48Z |
| 14 | ansible | 47647 | 20446 | Python | 1855 | Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy and maintain. Automate everything from code deployment to network configuration to cloud management, in a language that approaches plain English, using SSH, with no agents to install on remote systems. https://docs.ansible.com. | 2021-04-06T00:42:52Z |
| 15 | scikit-learn | 45112 | 21267 | Python | 2377 | scikit-learn: machine learning in Python | 2021-04-05T22:19:41Z |
| 16 | requests | 44902 | 8216 | Python | 320 | A simple, yet elegant HTTP library. | 2021-03-31T10:25:43Z |
| 17 | transformers | 43416 | 10483 | Python | 666 | 🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0. | 2021-04-05T23:08:00Z |
| 18 | core | 41363 | 13674 | Python | 1586 | 🏡 Open source home automation that puts local control and privacy first | 2021-04-06T00:42:08Z |
| 19 | scrapy | 40241 | 9103 | Python | 783 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2021-04-05T20:58:58Z |
| 20 | big-list-of-naughty-strings | 40199 | 1862 | Python | 75 | The Big List of Naughty Strings is a list of strings which have a high probability of causing issues when used as user-input data. | 2021-03-27T07:44:40Z |
| 21 | you-get | 39698 | 8207 | Python | 354 | ⏬ Dumb downloader that scrapes the web | 2021-04-04T00:59:06Z |
| 22 | HelloGitHub | 39613 | 5888 | Python | 12 | 分享 GitHub 上有趣、入门级的开源项目（5 周年） |
2021-03-31T07:04:49Z |
| 23 | face_recognition | 39265 | 11043 | Python | 594 | The world's simplest facial recognition api for Python and the command line | 2021-03-20T02:37:00Z |
| 24 | cpython | 37080 | 18318 | Python | 1512 | The Python programming language | 2021-04-06T00:40:42Z |
| 25 | superset | 36288 | 7101 | Python | 879 | Apache Superset is a Data Visualization and Data Exploration Platform | 2021-04-05T23:56:39Z |
| 26 | faceswap | 34814 | 10727 | Python | 9 | Deepfakes Software For All | 2021-04-03T11:54:04Z |
| 27 | manim | 32499 | 3884 | Python | 323 | Animation engine for explanatory math videos | 2021-04-01T06:29:05Z |
| 28 | interview_internal_reference | 30964 | 8471 | Python | 24 | 2021年最新总结，阿里，腾讯，百度，美团，头条等技术面试题目，以及答案，专家出题人分析汇总。 | 2021-03-03T08:23:36Z |
| 29 | XX-Net | 30624 | 7833 | Python | 7698 | A proxy tool to bypass GFW. | 2021-01-20T11:06:31Z |
| 30 | CppCoreGuidelines | 30373 | 4063 | Python | 179 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2021-04-05T19:11:12Z |
| 31 | funNLP | 29794 | 8790 | Python | 15 | 中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、历史名人词库、诗词词库、医学词库、饮食词库、法律词库、汽车词库、动物词库、中文聊天语料、中文谣言数据、百度中文问答数据集、句子相似度匹配算法集合、bert资源、文本生成&摘要相关工具、cocoNLP信息抽取工具、国内电话号码正则匹配、清华大学XLORE:中英文跨语言百科知识图谱、清华大学人工智能技术系列报告、自然语言生成、NLU太难了系列、自动对联数据及机器人、用户名黑名单列表、罪名法务名词及分类模型、微信公众号语料、cs224n深度学习自然语言处理课程、中文手写汉字识别、中文自然语言处理 语料/数据集、变量命名神器、分词语料库+代码、任务型对话英文数据集、ASR 语音数据集 + 基于深度学习的中文语音识别系统、笑声检测器、Microsoft多语言数字/单位/如日期时间识别包、中华新华字典数据库及api(包括常用歇后语、成语、词语和汉字)、文档图谱自动生成、SpaCy 中文模型、Common Voice语音识别数据集新版、神经网络关系抽取、基于bert的命名实体识别、关键词(Keyphrase)抽取包pke、基于医疗领域知识图谱的问答系统、基于依存句法与语义角色标注的事件三元组抽取、依存句法分析4万句高质量标注数据、cnocr：用来做中文OCR的Python3包、中文人物关系知识图谱项目、中文nlp竞赛项目及代码汇总、中文字符数据、speech-aligner: 从“人声语音”及其“语言文本”产生音素级别时间对齐标注的工具、AmpliGraph: 知识图谱表示学习(Python)库：知识图谱概念链接预测、Scattertext 文本可视化(python)、语言/知识表示工具：BERT & ERNIE、中文对比英文自然语言处理NLP的区别综述、Synonyms中文近义词工具包、HarvestText领域自适应文本挖掘工具（新词发现-情感分析-实体链接等）、word2word：(Python)方便易用的多语言词-词对集：62种语言/3,564个多语言对、语音识别语料生成工具：从具有音频/字幕的在线视频创建自动语音识别(ASR)语料库、构建医疗实体识别的模型（包含词典和语料标注）、单文档非监督的关键词抽取、Kashgari中使用gpt-2语言模型、开源的金融投资数据提取工具、文本自动摘要库TextTeaser: 仅支持英文、人民日报语料处理工具集、一些关于自然语言的基本模型、基于14W歌曲知识库的问答尝试--功能包括歌词接龙and已知歌词找歌曲以及歌曲歌手歌词三角关系的问答、基于Siamese bilstm模型的相似句子判定模型并提供训练数据集和测试数据集、用Transformer编解码模型实现的根据Hacker News文章标题自动生成评论、用BERT进行序列标记和文本分类的模板代码、LitBank：NLP数据集——支持自然语言处理和计算人文学科任务的100部带标记英文小说语料、百度开源的基准信息抽取系统、虚假新闻数据集、Facebook: LAMA语言模型分析，提供Transformer-XL/BERT/ELMo/GPT预训练语言模型的统一访问接口、CommonsenseQA：面向常识的英文QA挑战、中文知识图谱资料、数据及工具、各大公司内部里大牛分享的技术文档 PDF 或者 PPT、自然语言生成SQL语句（英文）、中文NLP数据增强（EDA）工具、英文NLP数据增强工具 、基于医药知识图谱的智能问答系统、京东商品知识图谱、基于mongodb存储的军事领域知识图谱问答项目、基于远监督的中文关系抽取、语音情感分析、中文ULMFiT-情感分析-文本分类-语料及模型、一个拍照做题程序、世界各国大规模人名库、一个利用有趣中文语料库 qingyun 训练出来的中文聊天机器人、中文聊天机器人seqGAN、省市区镇行政区划数据带拼音标注、教育行业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音频数据增广库、中文全词覆盖BERT及两份阅读理解数据、ConvLab：开源多域端到端对话系统平台、中文自然语言处理数据集、基于最新版本rasa搭建的对话系统、基于TensorFlow和BERT的管道式实体及关系抽取、一个小型的证券知识图谱/知识库、复盘所有NLP比赛的TOP方案、OpenCLaP：多领域开源中文预训练语言模型仓库、UER：基于不同语料+编码器+目标任务的中文预训练模型仓库、中文自然语言处理向量合集、基于金融-司法领域(兼有闲聊性质)的聊天机器人、g2pC：基于上下文的汉语读音自动标记模块、Zincbase 知识图谱构建工具包、诗歌质量评价/细粒度情感诗歌语料库、快速转化「中文数字」和「阿拉伯数字」、百度知道问答语料库、基于知识图谱的问答系统、jieba_fast 加速版的jieba、正则表达式教程、中文阅读理解数据集、基于BERT等最新语言模型的抽取式摘要提取、Python利用深度学习进行文本摘要的综合指南、知识图谱深度学习相关资料整理、维基大规模平行文本语料、StanfordNLP 0.2.0：纯Python版自然语言处理包、NeuralNLP-NeuralClassifier：腾讯开源深度学习文本分类工具、端到端的封闭域对话系统、中文命名实体识别：NeuroNER vs. BertNER、新闻事件线索抽取、2019年百度的三元组抽取比赛：“科学空间队”源码、基于依存句法的开放域文本知识三元组抽取和知识库构建、中文的GPT2训练代码、ML-NLP - 机器学习(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：Facebook的跨语言预训练语言模型、用基于BERT的微调和特征提取方法来进行知识图谱百度百科人物词条属性抽取、中文自然语言处理相关的开放任务-数据集-当前最佳结果、CoupletAI - 基于CNN+Bi-LSTM+Attention 的自动对对联系统、抽象知识图谱、MiningZhiDaoQACorpus - 580万百度知道问答数据挖掘项目、brat rapid annotation tool: 序列标注工具、大规模中文知识图谱数据：1.4亿实体、数据增强在机器翻译及其他nlp任务中的应用及效果、allennlp阅读理解:支持多种数据和模型、PDF表格数据提取工具 、 Graphbrain：AI开源软件库和科研工具，目的是促进自动意义提取和文本理解以及知识的探索和推断、简历自动筛选系统、基于命名实体识别的简历自动摘要、中文语言理解测评基准，包括代表性的数据集&基准模型&语料库&排行榜、树洞 OCR 文字识别 、从包含表格的扫描图片中识别表格和文字、语声迁移、Python口语自然语言处理工具集(英文)、 similarity：相似度计算工具包，java编写、海量中文预训练ALBERT模型 、Transformers 2.0 、基于大规模音频数据集Audioset的音频增强 、Poplar：网页版自然语言标注工具、图片文字去除，可用于漫画翻译 、186种语言的数字叫法库、Amazon发布基于知识的人-人开放领域对话数据集 、中文文本纠错模块代码、繁简体转换 、 Python实现的多种文本可读性评价指标、类似于人名/地名/组织机构名的命名体识别数据集 、东南大学《知识图谱》研究生课程(资料)、. 英文拼写检查库 、 wwsearch是企业微信后台自研的全文检索引擎、CHAMELEON：深度学习新闻推荐系统元架构 、 8篇论文梳理BERT相关模型进展与反思、DocSearch：免费文档搜索引擎、 LIDA：轻量交互式对话标注工具 、aili - the fastest in-memory index in the East 东半球最快并发索引 、知识图谱车音工作项目、自然语言生成资源大全 、中日韩分词库mecab的Python接口库、中文文本摘要/关键词提取、汉字字符特征提取器 (featurizer)，提取汉字的特征（发音特征、字形特征）用做深度学习的特征、中文生成任务基准测评 、中文缩写数据集、中文任务基准测评 - 代表性的数据集-基准(预训练)模型-语料库-baseline-工具包-排行榜、PySS3：面向可解释AI的SS3文本分类器机器可视化工具 、中文NLP数据集列表、COPE - 格律诗编辑程序、doccano：基于网页的开源协同多语言文本标注工具 、PreNLP：自然语言预处理库、简单的简历解析器，用来从简历中提取关键信息、用于中文闲聊的GPT2模型：GPT2-chitchat、基于检索聊天机器人多轮响应选择相关资源列表(Leaderboards、Datasets、Papers)、(Colab)抽象文本摘要实现集锦(教程 、词语拼音数据、高效模糊搜索工具、NLP数据增广资源集、微软对话机器人框架 、 GitHub Typo Corpus：大规模GitHub多语言拼写错误/语法错误数据集、TextCluster：短文本聚类预处理模块 Short text cluster、面向语音识别的中文文本规范化、BLINK：最先进的实体链接库、BertPunc：基于BERT的最先进标点修复模型、Tokenizer：快速、可定制的文本词条化库、中文语言理解测评基准，包括代表性的数据集、基准(预训练)模型、语料库、排行榜、spaCy 医学文本挖掘与信息提取 、 NLP任务示例项目代码集、 python拼写检查库、chatbot-list - 行业内关于智能客服、聊天机器人的应用和架构、算法分享和介绍、语音质量评价指标(MOSNet, BSSEval, STOI, PESQ, SRMR)、 用138GB语料训练的法文RoBERTa预训练语言模型 、BERT-NER-Pytorch：三种不同模式的BERT中文NER实验、无道词典 - 有道词典的命令行版本，支持英汉互查和在线查询、2019年NLP亮点回顾、 Chinese medical dialogue data 中文医疗对话数据集 、最好的汉字数字(中文数字)-阿拉伯数字转换工具、 基于百科知识库的中文词语多词义/义项获取与特定句子词语语义消歧、awesome-nlp-sentiment-analysis - 情感分析、情绪原因识别、评价对象和评价词抽取、LineFlow：面向所有深度学习框架的NLP数据高效加载器、中文医学NLP公开资源整理 、MedQuAD：(英文)医学问答数据集、将自然语言数字串解析转换为整数和浮点数、Transfer Learning in Natural Language Processing (NLP) 、面向语音识别的中文/英文发音辞典、Tokenizers：注重性能与多功能性的最先进分词器、CLUENER 细粒度命名实体识别 Fine Grained Named Entity Recognition、 基于BERT的中文命名实体识别、中文谣言数据库、NLP数据集/基准任务大列表、nlp相关的一些论文及代码, 包括主题模型、词向量(Word Embedding)、命名实体识别(NER)、文本分类(Text Classificatin)、文本生成(Text Generation)、文本相似性(Text Similarity)计算等，涉及到各种与nlp相关的算法，基于keras和tensorflow 、Python文本挖掘/NLP实战示例、 Blackstone：面向非结构化法律文本的spaCy pipeline和NLP模型通过同义词替换实现文本“变脸” 、中文 预训练 ELECTREA 模型: 基于对抗学习 pretrain Chinese Model 、albert-chinese-ner - 用预训练语言模型ALBERT做中文NER 、基于GPT2的特定主题文本生成/文本增广、开源预训练语言模型合集、多语言句向量包、编码、标记和实现：一种可控高效的文本生成方法、 英文脏话大列表 、attnvis：GPT2、BERT等transformer语言模型注意力交互可视化、CoVoST：Facebook发布的多语种语音-文本翻译语料库，包括11种语言(法语、德语、荷兰语、俄语、西班牙语、意大利语、土耳其语、波斯语、瑞典语、蒙古语和中文)的语音、文字转录及英文译文、Jiagu自然语言处理工具 - 以BiLSTM等模型为基础，提供知识图谱关系抽取 中文分词 词性标注 命名实体识别 情感分析 新词发现 关键词 文本摘要 文本聚类等功能、用unet实现对文档表格的自动检测，表格重建、NLP事件提取文献资源列表 、 金融领域自然语言处理研究资源大列表、CLUEDatasetSearch - 中英文NLP数据集：搜索所有中文NLP数据集，附常用英文NLP数据集 、medical_NER - 中文医学知识图谱命名实体识别 、(哈佛)讲因果推理的免费书、知识图谱相关学习资料/数据集/工具资源大列表、Forte：灵活强大的自然语言处理pipeline工具集 、Python字符串相似性算法库、PyLaia：面向手写文档分析的深度学习工具包、TextFooler：针对文本分类/推理的对抗文本生成模块、Haystack：灵活、强大的可扩展问答(QA)框架、中文关键短语抽取工具 | 2020-12-22T20:11:33Z |
| 32 | 12306 | 29498 | 9335 | Python | 258 | 12306智能刷票，订票 | 2021-01-11T03:52:27Z |
| 33 | localstack | 29485 | 2338 | Python | 273 | 💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2021-04-05T23:03:38Z |
| 34 | AiLearning | 29346 | 9932 | Python | 33 | AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP | 2021-01-20T16:02:37Z |
| 35 | fastapi | 29310 | 2029 | Python | 782 | FastAPI framework, high performance, easy to learn, fast to code, ready for production | 2021-04-05T05:59:31Z |
| 36 | pandas | 29231 | 12158 | Python | 3738 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2021-04-05T23:01:32Z |
| 37 | python-patterns | 28011 | 5797 | Python | 10 | A collection of design patterns/idioms in Python | 2021-01-25T22:10:37Z |
| 38 | certbot | 27869 | 3070 | Python | 579 | Certbot is EFF's tool to obtain certs from Let's Encrypt and (optionally) auto-enable HTTPS on your server. It can also act as a client for any other CA that uses the ACME protocol. | 2021-04-06T00:06:47Z |
| 39 | sentry | 27696 | 3106 | Python | 310 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2021-04-06T00:41:05Z |
| 40 | bert | 27530 | 7802 | Python | 781 | TensorFlow code and pre-trained models for BERT | 2021-02-25T12:31:57Z |
| 41 | wtfpython | 26389 | 2208 | Python | 52 | What the f*ck Python? 😱 | 2021-03-20T09:52:36Z |
| 42 | DeepFaceLab | 25678 | 5738 | Python | 274 | DeepFaceLab is the leading software for creating deepfakes. | 2021-04-02T12:13:30Z |
| 43 | rich | 25024 | 744 | Python | 4 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2021-04-05T10:04:34Z |
| 44 | Detectron | 24264 | 5314 | Python | 319 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2021-04-01T12:34:06Z |
| 45 | sherlock | 24144 | 2433 | Python | 125 | 🔎 Hunt down social media accounts by username across social networks | 2021-04-05T19:39:32Z |
| 46 | cheat.sh | 23908 | 1219 | Python | 84 | the only cheat sheet you need | 2021-03-18T14:27:51Z |
| 47 | gym | 23850 | 6822 | Python | 285 | A toolkit for developing and comparing reinforcement learning algorithms. | 2021-04-05T19:48:10Z |
| 48 | Real-Time-Voice-Cloning | 23708 | 4601 | Python | 12 | Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2021-04-05T03:51:07Z |
| 49 | PayloadsAllTheThings | 23198 | 6839 | Python | 11 | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | 2021-04-02T20:39:36Z |
| 50 | YouCompleteMe | 22714 | 2631 | Python | 36 | A code-completion engine for Vim | 2021-04-05T21:03:11Z |
| 51 | linux-insides | 22557 | 2587 | Python | 42 | A little bit about a linux kernel | 2021-03-20T16:32:02Z |
| 52 | HanLP | 22447 | 6014 | Python | 4 | 中文分词 词性标注 命名实体识别 依存句法分析 语义依存分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理 | 2021-03-28T15:49:20Z |
| 53 | compose | 22282 | 3715 | Python | 515 | Define and run multi-container applications with Docker | 2021-04-05T21:23:18Z |
| 54 | interactive-coding-challenges | 22212 | 3558 | Python | 58 | 120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards. | 2020-12-11T15:29:16Z |
| 55 | Python | 22108 | 9864 | Python | 202 | My Python Examples | 2021-04-05T07:18:22Z |
| 56 | mitmproxy | 21987 | 2816 | Python | 231 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2021-04-05T08:31:54Z |
| 57 | d2l-zh | 21968 | 5469 | Python | 8 | 《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被全球175所大学采用教学。 | 2021-04-05T03:59:34Z |
| 58 | python-cheatsheet | 21951 | 4016 | Python | 23 | Comprehensive Python Cheatsheet | 2021-04-04T09:56:43Z |
| 59 | pipenv | 21718 | 1607 | Python | 516 | Python Development Workflow for Humans. | 2021-04-01T12:34:07Z |
| 60 | ItChat | 21333 | 5016 | Python | 231 | A complete and graceful API for Wechat. 微信个人号接口、微信机器人及命令行微信，三十行即可自定义个人号机器人。 | 2021-03-31T05:56:33Z |
| 61 | airflow | 21038 | 8278 | Python | 952 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2021-04-06T00:44:06Z |
| 62 | data-science-ipython-notebooks | 20903 | 6513 | Python | 20 | Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines. | 2021-02-18T10:51:00Z |
| 63 | django-rest-framework | 20624 | 5623 | Python | 217 | Web APIs for Django. 🎸 | 2021-04-05T17:18:35Z |
| 64 | algo | 20427 | 1765 | Python | 92 | Set up a personal VPN in the cloud | 2021-03-16T00:12:09Z |
| 65 | black | 20165 | 1302 | Python | 439 | The uncompromising Python code formatter | 2021-04-04T21:40:23Z |
| 66 | pytorch-tutorial | 20125 | 6349 | Python | 77 | PyTorch Tutorial for Deep Learning Researchers | 2021-03-10T08:49:34Z |
| 67 | spaCy | 20090 | 3357 | Python | 116 | 💫 Industrial-strength Natural Language Processing (NLP) in Python | 2021-04-05T22:11:35Z |
| 68 | tornado | 19912 | 5351 | Python | 225 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. | 2021-04-03T16:36:59Z |
| 69 | sqlmap | 19769 | 4237 | Python | 45 | Automatic SQL injection and database takeover tool | 2021-04-05T17:00:41Z |
| 70 | Mask_RCNN | 19728 | 9499 | Python | 1653 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2021-04-04T20:32:15Z |
| 71 | ML-From-Scratch | 19685 | 3798 | Python | 38 | Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning. | 2021-03-23T07:52:00Z |
| 72 | algorithms | 18963 | 3898 | Python | 159 | Minimal examples of data structures and algorithms in Python | 2021-04-04T05:59:33Z |
| 73 | python-fire | 18893 | 1139 | Python | 99 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2021-04-01T15:28:56Z |
| 74 | redash | 18512 | 3183 | Python | 609 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2021-04-06T00:06:33Z |
| 75 | algo | 18407 | 5942 | Python | 133 | 数据结构和算法必知必会的50个代码实现 | 2021-04-01T09:35:09Z |
| 76 | NLP-progress | 18241 | 3093 | Python | 29 | 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. | 2021-03-23T21:00:13Z |
| 77 | glances | 18112 | 1181 | Python | 201 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2021-04-03T16:00:31Z |
| 78 | tqdm | 17948 | 925 | Python | 279 | A Fast, Extensible Progress Bar for Python and CLI | 2021-04-06T00:32:42Z |
| 79 | macOS-Security-and-Privacy-Guide | 17866 | 1273 | Python | 7 | Guide to securing and improving privacy on macOS | 2020-11-11T19:58:48Z |
| 80 | hosts | 17606 | 1561 | Python | 37 | 🔒 Consolidating and extending hosts files from several well-curated sources. Optionally pick extensions for porn, social media, and other categories. | 2021-04-05T01:14:53Z |
| 81 | Depix | 17565 | 2098 | Python | 5 | Recovers passwords from pixelized screenshots | 2021-03-27T16:03:45Z |
| 82 | celery | 17013 | 3976 | Python | 497 | Distributed Task Queue (development branch) | 2021-04-05T14:00:29Z |
| 83 | numpy | 16748 | 5377 | Python | 2269 | The fundamental package for scientific computing with Python. | 2021-04-05T21:39:36Z |
| 84 | magenta | 16475 | 3400 | Python | 301 | Magenta: Music and Art Generation with Machine Intelligence | 2021-03-30T17:25:43Z |
| 85 | spleeter | 16004 | 1653 | Python | 83 | Deezer source separation library including pretrained models. | 2021-04-02T14:21:24Z |
| 86 | CheatSheetSeries | 15874 | 2311 | Python | 28 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2021-04-04T15:36:01Z |
| 87 | examples | 15838 | 7428 | Python | 308 | A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc. | 2021-04-02T22:08:21Z |
| 88 | bitcoinbook | 15815 | 4352 | Python | 60 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2021-04-04T20:43:40Z |
| 89 | locust | 15768 | 2098 | Python | 54 | Scalable user load testing tool written in Python | 2021-04-04T08:31:17Z |
| 90 | detectron2 | 15767 | 4041 | Python | 95 | Detectron2 is FAIR's next-generation platform for object detection and segmentation. | 2021-04-05T23:22:08Z |
| 91 | 15708 | 2872 | Python | 304 | historical code from reddit.com | 2017-10-17T19:57:07Z | |
| 92 | cascadia-code | 15636 | 475 | Python | 43 | This is a fun, new monospaced font that includes programming ligatures and is designed to enhance the modern look and feel of the Windows Terminal. | 2021-03-31T20:22:38Z |
| 93 | TensorFlow-Course | 15538 | 3130 | Python | 2 | 📡 Simple and ready-to-use tutorials for TensorFlow | 2020-12-21T21:15:27Z |
| 94 | jumpserver | 15524 | 4129 | Python | 151 | JumpServer 是全球首款开源的堡垒机，是符合 4A 的专业运维安全审计系统。 | 2021-04-05T04:05:55Z |
| 95 | ray | 15478 | 2519 | Python | 1459 | An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library. | 2021-04-06T00:35:32Z |
| 96 | professional-programming | 15445 | 1388 | Python | 0 | A collection of full-stack resources for programmers. | 2021-03-25T11:21:47Z |
| 97 | toml | 15098 | 737 | Python | 38 | Tom's Obvious, Minimal Language | 2021-04-01T08:04:49Z |
| 98 | pyspider | 14945 | 3573 | Python | 281 | A Powerful Spider(Web Crawler) System in Python. | 2021-03-09T08:53:54Z |
| 99 | bokeh | 14937 | 3684 | Python | 671 | Interactive Data Visualization in the browser, from Python | 2021-04-06T00:02:41Z |
| 100 | sanic | 14776 | 1334 | Python | 45 | Async Python 3.7+ web server/framework | Build fast. Run fast. | 2021-04-06T00:32:10Z |