Github-Ranking/Top100/Python.md

[Github Ranking](../README.md)
==========

## Top 100 Stars in Python

| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
| ------- | ------------ | ----- | ----- | -------- | ----------- | ----------- | ----------- |
| 1 | [Python](https://github.com/TheAlgorithms/Python) | 147032 | 37695 | Python | 83 | All Algorithms implemented in Python | 2022-10-18T01:58:25Z |
| 2 | [awesome-python](https://github.com/vinta/awesome-python) | 144671 | 22004 | Python | 16 | A curated list of awesome Python frameworks, libraries, software and resources | 2022-10-13T11:11:45Z |
| 3 | [Python-100-Days](https://github.com/jackfrued/Python-100-Days) | 126373 | 47194 | Python | 487 | Python - 100天从新手到大师 | 2022-10-11T02:39:57Z |
| 4 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 114190 | 8245 | Python | 3865 | Command-line program to download videos from YouTube.com and other video sites | 2022-10-17T17:08:11Z |
| 5 | [transformers](https://github.com/huggingface/transformers) | 72380 | 16541 | Python | 399 | 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX. | 2022-10-18T02:28:32Z |
| 6 | [keras](https://github.com/keras-team/keras) | 56418 | 19177 | Python | 251 | Deep Learning for humans | 2022-10-18T00:09:45Z |
| 7 | [ansible](https://github.com/ansible/ansible) | 55075 | 22560 | Python | 670 | 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. | 2022-10-17T19:56:10Z |
| 8 | [face_recognition](https://github.com/ageitgey/face_recognition) | 46114 | 12547 | Python | 664 | The world's simplest facial recognition api for Python and the command line | 2022-09-21T14:21:04Z |
| 9 | [localstack](https://github.com/localstack/localstack) | 44084 | 3283 | Python | 298 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2022-10-17T22:23:57Z |
| 10 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 43911 | 2083 | Python | 59 | 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. | 2022-05-10T18:59:45Z |
| 11 | [PayloadsAllTheThings](https://github.com/swisskyrepo/PayloadsAllTheThings) | 42018 | 11263 | Python | 0 | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | 2022-10-17T09:08:08Z |
| 12 | [rich](https://github.com/Textualize/rich) | 40243 | 1386 | Python | 54 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2022-10-17T03:01:03Z |
| 13 | [openpilot](https://github.com/commaai/openpilot) | 36202 | 6670 | Python | 177 | openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for over 200 supported car makes and models. | 2022-10-18T03:01:23Z |
| 14 | [pandas](https://github.com/pandas-dev/pandas) | 35594 | 15182 | Python | 3464 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2022-10-18T00:44:37Z |
| 15 | [XX-Net](https://github.com/XX-net/XX-Net) | 31412 | 7762 | Python | 7831 | A proxy tool to bypass GFW. | 2022-10-18T02:27:09Z |
| 16 | [cheat.sh](https://github.com/chubin/cheat.sh) | 30718 | 1538 | Python | 93 | the only cheat sheet you need | 2022-09-11T14:24:00Z |
| 17 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 30337 | 5542 | Python | 8 | Comprehensive Python Cheatsheet | 2022-10-12T02:53:53Z |
| 18 | [black](https://github.com/psf/black) | 29826 | 1897 | Python | 321 | The uncompromising Python code formatter | 2022-10-18T01:12:44Z |
| 19 | [certbot](https://github.com/certbot/certbot) | 29347 | 3281 | Python | 526 | 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. | 2022-10-18T01:06:44Z |
| 20 | [HanLP](https://github.com/hankcs/HanLP) | 27168 | 7472 | Python | 4 | 中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 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 | 2022-09-28T23:59:22Z |
| 21 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 24930 | 5007 | Python | 51 | Automatic SQL injection and database takeover tool | 2022-10-17T10:21:59Z |
| 22 | [MockingBird](https://github.com/babysor/MockingBird) | 24400 | 3603 | Python | 325 | 🚀AI拟声: 5秒内克隆您的声音并生成任意语音内容 Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2022-10-15T03:45:51Z |
| 23 | [spaCy](https://github.com/explosion/spaCy) | 24392 | 3959 | Python | 81 | 💫 Industrial-strength Natural Language Processing (NLP) in Python | 2022-10-17T21:59:19Z |
| 24 | [YouCompleteMe](https://github.com/ycm-core/YouCompleteMe) | 24333 | 2775 | Python | 5 | A code-completion engine for Vim | 2022-10-06T09:02:56Z |
| 25 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 24292 | 6333 | Python | 93 | Web APIs for Django. 🎸 | 2022-10-17T19:39:37Z |
| 26 | [httpie](https://github.com/httpie/httpie) | 24287 | 3708 | Python | 114 | 🥧 HTTPie for Terminal — modern, user-friendly command-line HTTP client for the API era. JSON support, colors, sessions, downloads, plugins & more. | 2022-10-01T11:00:56Z |
| 27 | [GFPGAN](https://github.com/TencentARC/GFPGAN) | 23584 | 3499 | Python | 158 | GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration. | 2022-10-14T04:42:00Z |
| 28 | [pipenv](https://github.com/pypa/pipenv) | 23354 | 1779 | Python | 244 |  Python Development Workflow for Humans. | 2022-10-17T21:13:07Z |
| 29 | [python-fire](https://github.com/google/python-fire) | 23214 | 1340 | Python | 99 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2022-09-29T07:07:09Z |
| 30 | [ItChat](https://github.com/littlecodersh/ItChat) | 22525 | 5260 | Python | 240 | 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 |
| 31 | [ray](https://github.com/ray-project/ray) | 22352 | 3940 | Python | 2481 | Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads. | 2022-10-18T02:46:25Z |
| 32 | [redash](https://github.com/getredash/redash) | 21915 | 3812 | Python | 498 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2022-10-14T04:23:51Z |
| 33 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 21891 | 3154 | Python | 30 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2022-10-17T19:00:08Z |
| 34 | [mmdetection](https://github.com/open-mmlab/mmdetection) | 21722 | 7902 | Python | 610 | OpenMMLab Detection Toolbox and Benchmark | 2022-10-18T02:36:03Z |
| 35 | [numpy](https://github.com/numpy/numpy) | 21711 | 7404 | Python | 2038 | The fundamental package for scientific computing with Python. | 2022-10-18T00:53:06Z |
| 36 | [hosts](https://github.com/StevenBlack/hosts) | 21677 | 1876 | Python | 30 | 🔒 Consolidating and extending hosts files from several well-curated sources. Optionally pick extensions for porn, social media, and other categories. | 2022-10-17T14:35:45Z |
| 37 | [algo](https://github.com/wangzheng0822/algo) | 21389 | 6845 | Python | 99 | 数据结构和算法必知必会的50个代码实现 | 2022-09-29T12:02:48Z |
| 38 | [spleeter](https://github.com/deezer/spleeter) | 20652 | 2287 | Python | 146 | Deezer source separation library including pretrained models. | 2022-09-30T19:52:17Z |
| 39 | [jax](https://github.com/google/jax) | 20604 | 1905 | Python | 903 | Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more | 2022-10-18T01:02:54Z |
| 40 | [celery](https://github.com/celery/celery) | 20280 | 4371 | Python | 515 | Distributed Task Queue (development branch) | 2022-10-17T19:29:12Z |
| 41 | [locust](https://github.com/locustio/locust) | 19939 | 2571 | Python | 11 | Scalable user load testing tool written in Python | 2022-10-17T21:54:29Z |
| 42 | [python-telegram-bot](https://github.com/python-telegram-bot/python-telegram-bot) | 19926 | 4384 | Python | 21 | We have made you a wrapper you can't refuse | 2022-10-17T19:06:55Z |
| 43 | [fairseq](https://github.com/facebookresearch/fairseq) | 19437 | 4922 | Python | 698 | Facebook AI Research Sequence-to-Sequence Toolkit written in Python. | 2022-10-18T00:45:58Z |
| 44 | [vnpy](https://github.com/vnpy/vnpy) | 19355 | 7515 | Python | 17 | 基于Python的开源量化交易平台开发框架 | 2022-10-01T02:18:01Z |
| 45 | [jumpserver](https://github.com/jumpserver/jumpserver) | 19292 | 4723 | Python | 66 | JumpServer 是广受欢迎的开源堡垒机，是符合 4A 规范的专业运维安全审计系统。 | 2022-10-18T02:52:56Z |
| 46 | [labelImg](https://github.com/heartexlabs/labelImg) | 18532 | 5616 | Python | 357 | LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data. | 2022-10-06T03:55:26Z |
| 47 | [pytorch-CycleGAN-and-pix2pix](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) | 18526 | 5510 | Python | 427 | Image-to-Image Translation in PyTorch | 2022-10-14T10:09:06Z |
| 48 | [magenta](https://github.com/magenta/magenta) | 17947 | 3668 | Python | 313 | Magenta: Music and Art Generation with Machine Intelligence | 2022-10-04T17:42:28Z |
| 49 | [dash](https://github.com/plotly/dash) | 17485 | 1780 | Python | 658 | Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required. | 2022-10-17T14:45:25Z |
| 50 | [zulip](https://github.com/zulip/zulip) | 16556 | 5593 | Python | 1704 | Zulip server and web app—powerful open source team chat | 2022-10-18T01:31:35Z |
| 51 | [proxy_pool](https://github.com/jhao104/proxy_pool) | 16378 | 4338 | Python | 226 | Python爬虫代理IP池(proxy pool) | 2022-08-16T09:29:20Z |
| 52 | [jina](https://github.com/jina-ai/jina) | 16294 | 1975 | Python | 33 | 🔮 Build cross-modal and multimodal applications on the cloud · Neural Search · Creative AI · Cloud Native · MLOps  | 2022-10-17T16:09:52Z |
| 53 | [matplotlib](https://github.com/matplotlib/matplotlib) | 16271 | 6538 | Python | 1559 | matplotlib: plotting with Python | 2022-10-17T23:19:58Z |
| 54 | [luigi](https://github.com/spotify/luigi) | 16053 | 2351 | Python | 72 | Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.  | 2022-09-22T17:59:55Z |
| 55 | [EasyOCR](https://github.com/JaidedAI/EasyOCR) | 16047 | 2312 | Python | 122 | Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc. | 2022-10-13T03:13:22Z |
| 56 | [gpt-2](https://github.com/openai/gpt-2) | 15642 | 3969 | Python | 108 | Code for the paper "Language Models are Unsupervised Multitask Learners" | 2022-07-07T05:38:42Z |
| 57 | [pyspider](https://github.com/binux/pyspider) | 15616 | 3654 | Python | 269 | A Powerful Spider(Web Crawler) System in Python. | 2022-10-12T03:01:36Z |
| 58 | [python-spider](https://github.com/Jack-Cherish/python-spider) | 15358 | 5635 | Python | 8 | :rainbow: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 | 2022-07-06T19:51:46Z |
| 59 | [game-programmer](https://github.com/miloyip/game-programmer) | 15320 | 1897 | Python | 23 | A Study Path for Game Programmer | 2022-01-08T07:13:20Z |
| 60 | [kivy](https://github.com/kivy/kivy) | 15123 | 2937 | Python | 875 | Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS | 2022-10-16T14:47:20Z |