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

## Top 100 Stars in Python

| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
| ------- | ------------ | ----- | ----- | -------- | ----------- | ----------- | ----------- |
| 1 | [public-apis](https://github.com/public-apis/public-apis) | 190135 | 21947 | Python | 1 | A collective list of free APIs | 2022-04-21T15:21:36Z |
| 2 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 176714 | 32322 | Python | 157 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2022-04-24T01:54:31Z |
| 3 | [Python](https://github.com/TheAlgorithms/Python) | 134928 | 35358 | Python | 23 | All Algorithms implemented in Python | 2022-04-23T11:27:20Z |
| 4 | [awesome-python](https://github.com/vinta/awesome-python) | 124952 | 21110 | Python | 13 | A curated list of awesome Python frameworks, libraries, software and resources | 2022-04-21T20:15:27Z |
| 5 | [Python-100-Days](https://github.com/jackfrued/Python-100-Days) | 117558 | 45306 | Python | 458 | Python - 100天从新手到大师 | 2022-04-24T01:41:14Z |
| 6 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 109182 | 7671 | Python | 3928 | Command-line program to download videos from YouTube.com and other video sites | 2022-04-22T19:44:06Z |
| 7 | [models](https://github.com/tensorflow/models) | 73415 | 45759 | Python | 1154 | Models and examples built with TensorFlow | 2022-04-23T06:50:42Z |
| 8 | [thefuck](https://github.com/nvbn/thefuck) | 70454 | 3187 | Python | 197 | Magnificent app which corrects your previous console command. | 2022-04-20T00:55:36Z |
| 9 | [transformers](https://github.com/huggingface/transformers) | 61464 | 14606 | Python | 387 | 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX. | 2022-04-24T09:33:56Z |
| 10 | [flask](https://github.com/pallets/flask) | 58702 | 15005 | Python | 13 | The Python micro framework for building web applications. | 2022-04-18T13:39:46Z |
| 11 | [keras](https://github.com/keras-team/keras) | 55015 | 19072 | Python | 250 | Deep Learning for humans | 2022-04-23T01:02:20Z |
| 12 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 54043 | 13282 | Python | 0 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2022-04-14T03:35:30Z |
| 13 | [ansible](https://github.com/ansible/ansible) | 52898 | 21819 | Python | 814 | 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. | 2022-04-23T23:43:20Z |
| 14 | [core](https://github.com/home-assistant/core) | 51842 | 17986 | Python | 1232 | :house_with_garden: Open source home automation that puts local control and privacy first. | 2022-04-24T11:59:00Z |
| 15 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 49786 | 22939 | Python | 1588 | scikit-learn: machine learning in Python | 2022-04-24T11:47:52Z |
| 16 | [fastapi](https://github.com/tiangolo/fastapi) | 44253 | 3409 | Python | 1001 | FastAPI framework, high performance, easy to learn, fast to code, ready for production | 2022-04-24T11:01:59Z |
| 17 | [face_recognition](https://github.com/ageitgey/face_recognition) | 43973 | 12192 | Python | 650 | The world's simplest facial recognition api for Python and the command line | 2022-04-03T13:40:00Z |
| 18 | [you-get](https://github.com/soimort/you-get) | 43710 | 8857 | Python | 0 | :arrow_double_down: Dumb downloader that scrapes the web | 2022-04-22T21:48:29Z |
| 19 | [scrapy](https://github.com/scrapy/scrapy) | 43328 | 9596 | Python | 498 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2022-04-24T00:17:36Z |
| 20 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 42218 | 2016 | Python | 55 | 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. | 2022-01-28T15:01:25Z |
| 21 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 33183 | 19395 | Python | 0 | None | 2022-02-02T12:02:28Z |
| 22 | [ailearning](https://github.com/apachecn/ailearning) | 33137 | 10838 | Python | 3 | AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2 | 2022-04-24T01:59:53Z |
| 23 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 32097 | 6875 | Python | 44 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2022-02-07T08:21:30Z |
| 24 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 31765 | 7492 | Python | 0 | 《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。 | 2022-04-20T13:54:29Z |
| 25 | [python-patterns](https://github.com/faif/python-patterns) | 31239 | 6299 | Python | 11 | A collection of design patterns/idioms in Python | 2022-02-19T17:46:59Z |
| 26 | [sherlock](https://github.com/sherlock-project/sherlock) | 31128 | 3571 | Python | 79 | 🔎 Hunt down social media accounts by username across social networks | 2022-04-19T11:53:52Z |
| 27 | [bert](https://github.com/google-research/bert) | 31006 | 8661 | Python | 753 | TensorFlow code and pre-trained models for BERT | 2022-02-26T05:40:25Z |
| 28 | [sentry](https://github.com/getsentry/sentry) | 30695 | 3445 | Python | 364 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2022-04-23T01:25:50Z |
| 29 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 28860 | 5274 | Python | 8 | Comprehensive Python Cheatsheet | 2022-04-20T14:44:01Z |
| 30 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 28590 | 2377 | Python | 46 | What the f*ck Python? 😱 | 2022-04-04T10:32:41Z |
| 31 | [jieba](https://github.com/fxsjy/jieba) | 28383 | 6545 | Python | 588 | 结巴中文分词 | 2022-04-07T12:41:40Z |
| 32 | [gym](https://github.com/openai/gym) | 27292 | 7782 | Python | 94 | A toolkit for developing and comparing reinforcement learning algorithms. | 2022-04-24T07:44:10Z |
| 33 | [black](https://github.com/psf/black) | 27071 | 1720 | Python | 303 | The uncompromising Python code formatter | 2022-04-24T04:50:12Z |
| 34 | [airflow](https://github.com/apache/airflow) | 25575 | 10428 | Python | 786 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2022-04-24T11:31:14Z |
| 35 | [Python](https://github.com/geekcomputers/Python) | 25154 | 10825 | Python | 154 | My Python Examples | 2022-04-06T19:40:19Z |
| 36 | [Detectron](https://github.com/facebookresearch/Detectron) | 25088 | 5457 | Python | 301 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2021-08-30T20:51:37Z |
| 37 | [linux-insides](https://github.com/0xAX/linux-insides) | 24494 | 2882 | Python | 40 | A little bit about a linux kernel | 2022-03-28T20:05:35Z |
| 38 | [yt-dlp](https://github.com/yt-dlp/yt-dlp) | 23965 | 1805 | Python | 493 | A youtube-dl fork with additional features and fixes | 2022-04-24T11:49:13Z |
| 39 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 23245 | 6132 | Python | 121 | Web APIs for Django. 🎸 | 2022-04-19T15:39:57Z |
| 40 | [spaCy](https://github.com/explosion/spaCy) | 23192 | 3813 | Python | 84 | 💫 Industrial-strength Natural Language Processing (NLP) in Python | 2022-04-22T13:16:49Z |
| 41 | [MockingBird](https://github.com/babysor/MockingBird) | 20968 | 2985 | Python | 197 | 🚀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 | 2022-04-17T12:01:44Z |
| 42 | [algorithms](https://github.com/keon/algorithms) | 20670 | 4264 | Python | 60 | Minimal examples of data structures and algorithms in Python | 2022-04-23T23:34:59Z |
| 43 | [detectron2](https://github.com/facebookresearch/detectron2) | 20626 | 5618 | Python | 167 | Detectron2 is a platform for object detection, segmentation and other visual recognition tasks. | 2022-04-24T05:47:36Z |
| 44 | [tornado](https://github.com/tornadoweb/tornado) | 20516 | 5452 | Python | 200 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. | 2022-04-22T18:13:35Z |
| 45 | [hosts](https://github.com/StevenBlack/hosts) | 20517 | 1800 | Python | 21 | 🔒 Consolidating and extending hosts files from several well-curated sources. Optionally pick extensions for porn, social media, and other categories. | 2022-04-22T00:39:50Z |
| 46 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 20448 | 2907 | Python | 35 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2022-04-23T12:27:06Z |
| 47 | [glances](https://github.com/nicolargo/glances) | 20338 | 1292 | Python | 215 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2022-04-22T17:33:27Z |
| 48 | [numpy](https://github.com/numpy/numpy) | 20230 | 6811 | Python | 2052 | The fundamental package for scientific computing with Python. | 2022-04-24T09:57:57Z |
| 49 | [ray](https://github.com/ray-project/ray) | 20081 | 3482 | Python | 1992 | 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. | 2022-04-24T10:39:20Z |
| 50 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 20004 | 3415 | Python | 30 | 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. | 2022-04-09T09:39:53Z |
| 51 | [cascadia-code](https://github.com/microsoft/cascadia-code) | 19734 | 666 | Python | 75 | 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. | 2021-12-13T22:39:07Z |
| 52 | [poetry](https://github.com/python-poetry/poetry) | 19386 | 1599 | Python | 1119 | Python dependency management and packaging made easy. | 2022-04-24T11:49:24Z |
| 53 | [spleeter](https://github.com/deezer/spleeter) | 19386 | 2133 | Python | 130 | Deezer source separation library including pretrained models. | 2022-04-01T09:36:16Z |
| 54 | [mmdetection](https://github.com/open-mmlab/mmdetection) | 19319 | 7087 | Python | 499 | OpenMMLab Detection Toolbox and Benchmark | 2022-04-24T11:55:11Z |
| 55 | [GFPGAN](https://github.com/TencentARC/GFPGAN) | 19124 | 2955 | Python | 97 | GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration. | 2022-03-13T16:33:13Z |
| 56 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 19050 | 1373 | Python | 12 | Guide to securing and improving privacy on macOS | 2022-04-09T19:53:24Z |
| 57 | [locust](https://github.com/locustio/locust) | 18703 | 2427 | Python | 24 | Scalable user load testing tool written in Python | 2022-04-22T14:50:54Z |
| 58 | [python-telegram-bot](https://github.com/python-telegram-bot/python-telegram-bot) | 18323 | 4016 | Python | 27 | We have made you a wrapper you can't refuse | 2022-04-24T11:54:34Z |
| 59 | [vnpy](https://github.com/vnpy/vnpy) | 18288 | 7227 | Python | 8 | 基于Python的开源量化交易平台开发框架 | 2022-04-22T08:23:34Z |
| 60 | [pytorch-image-models](https://github.com/rwightman/pytorch-image-models) | 17970 | 2993 | Python | 43 | PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more | 2022-04-23T05:02:56Z |
| 61 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 19050 | 1373 | Python | 12 | Guide to securing and improving privacy on macOS | 2022-04-09T19:53:24Z |
| 62 | [streamlit](https://github.com/streamlit/streamlit) | 18720 | 1688 | Python | 557 | Streamlit — The fastest way to build data apps in Python | 2022-04-24T06:34:43Z |
| 63 | [locust](https://github.com/locustio/locust) | 18703 | 2427 | Python | 24 | Scalable user load testing tool written in Python | 2022-04-22T14:50:54Z |
| 64 | [jumpserver](https://github.com/jumpserver/jumpserver) | 18357 | 4592 | Python | 161 | 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。 | 2022-04-24T09:50:06Z |
| 65 | [vnpy](https://github.com/vnpy/vnpy) | 18288 | 7227 | Python | 8 | 基于Python的开源量化交易平台开发框架 | 2022-04-22T08:23:34Z |
| 66 | [pytorch-image-models](https://github.com/rwightman/pytorch-image-models) | 17970 | 2993 | Python | 43 | PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more | 2022-04-23T05:02:56Z |
| 67 | [magenta](https://github.com/magenta/magenta) | 17558 | 3611 | Python | 305 | Magenta: Music and Art Generation with Machine Intelligence | 2022-04-16T00:54:37Z |
| 68 | [wttr.in](https://github.com/chubin/wttr.in) | 17550 | 853 | Python | 177 | :partly_sunny: The right way to check the weather | 2022-04-19T10:29:07Z |
| 69 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 17381 | 1762 | Python | 14 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2022-04-19T17:16:49Z |
| 70 | [jax](https://github.com/google/jax) | 17249 | 1591 | Python | 882 | Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more | 2022-04-24T03:55:59Z |
| 71 | [pytorch-CycleGAN-and-pix2pix](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) | 17372 | 5255 | Python | 384 | Image-to-Image Translation in PyTorch | 2022-04-22T13:52:49Z |
| 72 | [freqtrade](https://github.com/freqtrade/freqtrade) | 17146 | 3664 | Python | 42 | Free, open source crypto trading bot | 2022-04-24T01:29:27Z |
| 73 | [cookiecutter](https://github.com/cookiecutter/cookiecutter) | 16747 | 1633 | Python | 192 | A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects. | 2022-04-12T23:26:17Z |
| 74 | [fairseq](https://github.com/pytorch/fairseq) | 16747 | 4420 | Python | 889 | Facebook AI Research Sequence-to-Sequence Toolkit written in Python. | 2022-04-23T23:52:03Z |
| 75 | [diagrams](https://github.com/mingrammer/diagrams) | 16627 | 979 | Python | 194 | :art: Diagram as Code for prototyping cloud system architectures | 2022-04-22T08:40:37Z |
| 76 | [professional-programming](https://github.com/charlax/professional-programming) | 16212 | 1482 | Python | 0 | A collection of full-stack resources for programmers. | 2022-04-22T17:30:07Z |
| 77 | [reddit](https://github.com/reddit-archive/reddit) | 16044 | 2890 | Python | 0 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 78 | [sanic](https://github.com/sanic-org/sanic) | 16035 | 1439 | Python | 39 | Next generation Python web server/framework \| Build fast. Run fast. | 2022-04-24T10:32:14Z |
| 79 | [saleor](https://github.com/saleor/saleor) | 15747 | 4488 | Python | 200 | A modular, high performance, headless e-commerce platform built with Python, GraphQL, Django, and React. | 2022-04-22T13:00:18Z |
| 80 | [Gooey](https://github.com/chriskiehl/Gooey) | 15674 | 841 | Python | 91 | Turn (almost) any Python command line program into a full GUI application with one line | 2022-03-20T21:31:23Z |
| 81 | [vnpy](https://github.com/vnpy/vnpy) | 18288 | 7227 | Python | 8 | 基于Python的开源量化交易平台开发框架 | 2022-04-22T08:23:34Z |
| 82 | [pytorch-image-models](https://github.com/rwightman/pytorch-image-models) | 17970 | 2993 | Python | 43 | PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more | 2022-04-23T05:02:56Z |
| 83 | [magenta](https://github.com/magenta/magenta) | 17558 | 3611 | Python | 305 | Magenta: Music and Art Generation with Machine Intelligence | 2022-04-16T00:54:37Z |
| 84 | [wttr.in](https://github.com/chubin/wttr.in) | 17550 | 853 | Python | 177 | :partly_sunny: The right way to check the weather | 2022-04-19T10:29:07Z |
| 85 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 17381 | 1762 | Python | 14 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2022-04-19T17:16:49Z |
| 86 | [jax](https://github.com/google/jax) | 17249 | 1591 | Python | 882 | Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more | 2022-04-24T03:55:59Z |
| 87 | [pytorch-CycleGAN-and-pix2pix](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) | 17372 | 5255 | Python | 384 | Image-to-Image Translation in PyTorch | 2022-04-22T13:52:49Z |
| 88 | [freqtrade](https://github.com/freqtrade/freqtrade) | 17146 | 3664 | Python | 42 | Free, open source crypto trading bot | 2022-04-24T01:29:27Z |
| 89 | [labelImg](https://github.com/tzutalin/labelImg) | 17158 | 5371 | Python | 299 | 🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images | 2022-04-15T14:45:42Z |
| 90 | [cookiecutter](https://github.com/cookiecutter/cookiecutter) | 16747 | 1633 | Python | 192 | A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects. | 2022-04-12T23:26:17Z |
| 91 | [fairseq](https://github.com/pytorch/fairseq) | 16747 | 4420 | Python | 889 | Facebook AI Research Sequence-to-Sequence Toolkit written in Python. | 2022-04-23T23:52:03Z |
| 92 | [copilot-docs](https://github.com/github/copilot-docs) | 16980 | 1852 | Python | 0 | Documentation for GitHub Copilot | 2022-04-21T15:25:31Z |
| 93 | [diagrams](https://github.com/mingrammer/diagrams) | 16627 | 979 | Python | 194 | :art: Diagram as Code for prototyping cloud system architectures | 2022-04-22T08:40:37Z |
| 94 | [dash](https://github.com/plotly/dash) | 16289 | 1683 | Python | 569 | Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required. | 2022-04-23T23:10:51Z |
| 95 | [reddit](https://github.com/reddit-archive/reddit) | 16044 | 2890 | Python | 0 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 96 | [zulip](https://github.com/zulip/zulip) | 15685 | 5365 | Python | 1617 | Zulip server and web app—powerful open source team chat | 2022-04-24T11:37:22Z |
| 97 | [Gooey](https://github.com/chriskiehl/Gooey) | 15674 | 841 | Python | 91 | Turn (almost) any Python command line program into a full GUI application with one line | 2022-03-20T21:31:23Z |
| 98 | [luigi](https://github.com/spotify/luigi) | 15612 | 2334 | Python | 64 | 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.  | 2022-04-17T17:43:04Z |
| 99 | [pyspider](https://github.com/binux/pyspider) | 15387 | 3637 | Python | 270 | A Powerful Spider(Web Crawler) System in Python. | 2022-01-20T23:09:31Z |
| 100 | [matplotlib](https://github.com/matplotlib/matplotlib) | 15380 | 6359 | Python | 1495 | matplotlib: plotting with Python | 2022-04-24T11:45:56Z |