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

## Top 100 Stars in Python

| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
| ------- | ------------ | ----- | ----- | -------- | ----------- | ----------- | ----------- |
| 1 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 192014 | 34724 | Python | 164 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2022-08-03T02:23:02Z |
| 2 | [Python](https://github.com/TheAlgorithms/Python) | 141148 | 36345 | Python | 27 | All Algorithms implemented in Python | 2022-08-08T14:23:51Z |
| 3 | [thefuck](https://github.com/nvbn/thefuck) | 72681 | 3240 | Python | 200 | Magnificent app which corrects your previous console command. | 2022-07-12T19:28:18Z |
| 4 | [transformers](https://github.com/huggingface/transformers) | 67998 | 15772 | Python | 411 | 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX. | 2022-08-09T01:20:21Z |
| 5 | [Python](https://github.com/geekcomputers/Python) | 26039 | 11056 | Python | 169 | My Python Examples | 2022-08-06T20:49:37Z |
| 6 | [Detectron](https://github.com/facebookresearch/Detectron) | 25278 | 5453 | Python | 302 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2021-08-30T20:51:37Z |
| 7 | [spaCy](https://github.com/explosion/spaCy) | 23936 | 3903 | Python | 77 | 💫 Industrial-strength Natural Language Processing (NLP) in Python | 2022-08-08T14:44:21Z |
| 8 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 23870 | 6251 | Python | 105 | Web APIs for Django. 🎸 | 2022-08-08T16:28:50Z |
| 9 | [algo](https://github.com/wangzheng0822/algo) | 21128 | 6782 | Python | 99 | 数据结构和算法必知必会的50个代码实现 | 2022-08-04T10:12:57Z |
| 10 | [cascadia-code](https://github.com/microsoft/cascadia-code) | 20677 | 688 | Python | 83 | 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. | 2022-06-29T19:16:32Z |
| 11 | [pytorch-image-models](https://github.com/rwightman/pytorch-image-models) | 20189 | 3327 | Python | 53 | PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more | 2022-08-06T00:29:29Z |
| 12 | [celery](https://github.com/celery/celery) | 19853 | 4344 | Python | 500 | Distributed Task Queue (development branch) | 2022-08-08T16:59:38Z |
| 13 | [jumpserver](https://github.com/jumpserver/jumpserver) | 18949 | 4664 | Python | 91 | 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。 | 2022-08-09T02:42:50Z |
| 14 | [reddit](https://github.com/reddit-archive/reddit) | 16153 | 2891 | Python | 0 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 15 | [luigi](https://github.com/spotify/luigi) | 15878 | 2348 | Python | 68 | 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.  | 2022-07-23T16:21:47Z |
| 16 | [pyspider](https://github.com/binux/pyspider) | 15521 | 3650 | Python | 270 | A Powerful Spider(Web Crawler) System in Python. | 2022-06-07T09:58:09Z |
| 17 | [gpt-2](https://github.com/openai/gpt-2) | 15517 | 3955 | Python | 107 | Code for the paper "Language Models are Unsupervised Multitask Learners" | 2022-07-07T05:38:42Z |
| 18 | [kitty](https://github.com/kovidgoyal/kitty) | 15468 | 729 | Python | 15 | Cross-platform, fast, feature-rich, GPU based terminal | 2022-08-09T03:03:44Z |
| 19 | [ungoogled-chromium](https://github.com/ungoogled-software/ungoogled-chromium) | 15035 | 691 | Python | 101 | Google Chromium, sans integration with Google | 2022-08-06T19:56:40Z |
| 20 | [rasa](https://github.com/RasaHQ/rasa) | 14660 | 4074 | Python | 809 | 💬   Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants | 2022-08-08T12:07:26Z |
| 21 | [modern-cpp-features](https://github.com/AnthonyCalandra/modern-cpp-features) | 14500 | 1664 | Python | 6 | A cheatsheet of modern C++ language and library features. | 2022-03-19T16:10:40Z |
| 22 | [wxpy](https://github.com/youfou/wxpy) | 13282 | 2356 | Python | 295 | 微信机器人 / 可能是最优雅的微信个人号 API ✨✨ | 2019-07-14T17:59:47Z |
| 23 | [salt](https://github.com/saltstack/salt) | 12654 | 5338 | Python | 2292 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:  | 2022-08-08T22:00:09Z |
| 24 | [tensor2tensor](https://github.com/tensorflow/tensor2tensor) | 12516 | 3111 | Python | 567 | Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research. | 2022-05-26T10:21:13Z |
| 25 | [wtfpython-cn](https://github.com/leisurelicht/wtfpython-cn) | 12276 | 2061 | Python | 5 | wtfpython的中文翻译/施工结束/ 能力有限，欢迎帮我改进翻译 | 2022-04-08T09:58:29Z |
| 26 | [Zappa](https://github.com/Miserlou/Zappa) | 11866 | 1259 | Python | 605 | Serverless Python | 2022-07-20T11:58:07Z |
| 27 | [nltk](https://github.com/nltk/nltk) | 10959 | 2635 | Python | 216 | NLTK Source | 2022-08-08T01:22:52Z |
| 28 | [explainshell](https://github.com/idank/explainshell) | 10905 | 688 | Python | 129 | match command-line arguments to their help text | 2022-01-20T12:14:38Z |
| 29 | [Bringing-Old-Photos-Back-to-Life](https://github.com/microsoft/Bringing-Old-Photos-Back-to-Life) | 10739 | 1377 | Python | 54 | Bringing Old Photo Back to Life (CVPR 2020 oral) | 2022-07-23T06:52:29Z |
| 30 | [pydantic](https://github.com/pydantic/pydantic) | 10678 | 1010 | Python | 487 | Data parsing and validation using Python type hints | 2022-08-09T02:54:13Z |
| 31 | [clip-as-service](https://github.com/jina-ai/clip-as-service) | 10564 | 1960 | Python | 256 | Embed images and sentences into fixed-length vectors with CLIP | 2022-08-08T05:13:34Z |
| 32 | [mycli](https://github.com/dbcli/mycli) | 10490 | 633 | Python | 172 | A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting. | 2022-07-29T15:18:50Z |
| 33 | [awesome-quant](https://github.com/wilsonfreitas/awesome-quant) | 10165 | 1769 | Python | 4 | A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance) | 2022-08-04T22:31:38Z |
| 34 | [dgl](https://github.com/dmlc/dgl) | 10106 | 2427 | Python | 166 | Python package built to ease deep learning on graph, on top of existing DL frameworks. | 2022-08-09T02:12:51Z |
| 35 | [stylegan2](https://github.com/NVlabs/stylegan2) | 9722 | 2370 | Python | 0 | StyleGAN2 - Official TensorFlow Implementation | 2021-12-22T19:18:36Z |
| 36 | [faceai](https://github.com/vipstone/faceai) | 9677 | 2405 | Python | 33 | 一款入门级的人脸、视频、文字检测以及识别的项目. | 2020-04-16T12:16:19Z |
| 37 | [cookiecutter-django](https://github.com/cookiecutter/cookiecutter-django) | 9602 | 2457 | Python | 102 | Cookiecutter Django is a framework for jumpstarting production-ready Django projects quickly. | 2022-08-08T22:53:49Z |
| 38 | [tflearn](https://github.com/tflearn/tflearn) | 9578 | 2418 | Python | 548 | Deep learning library featuring a higher-level API for TensorFlow. | 2021-01-25T09:41:59Z |
| 39 | [pyinstaller](https://github.com/pyinstaller/pyinstaller) | 9397 | 1821 | Python | 263 | Freeze (package) Python programs into stand-alone executables | 2022-08-07T18:10:09Z |
| 40 | [pandas-profiling](https://github.com/ydataai/pandas-profiling) | 9345 | 1345 | Python | 117 | Create HTML profiling reports from pandas DataFrame objects | 2022-08-03T13:54:35Z |
| 41 | [peewee](https://github.com/coleifer/peewee) | 9344 | 1346 | Python | 0 | a small, expressive orm -- supports postgresql, mysql and sqlite | 2022-08-07T13:52:35Z |
| 42 | [Statistical-Learning-Method_Code](https://github.com/Dod-o/Statistical-Learning-Method_Code) | 9103 | 2655 | Python | 12 | 手写实现李航《统计学习方法》书中全部算法 | 2022-05-18T14:38:24Z |
| 43 | [thumbor](https://github.com/thumbor/thumbor) | 9056 | 778 | Python | 11 | thumbor is an open-source photo thumbnail service by globo.com | 2022-08-03T14:25:34Z |
| 44 | [pyodide](https://github.com/pyodide/pyodide) | 8954 | 576 | Python | 272 | Pyodide is a Python distribution for the browser and Node.js based on WebAssembly | 2022-08-09T00:41:01Z |
| 45 | [yolov3](https://github.com/ultralytics/yolov3) | 8924 | 3273 | Python | 5 | YOLOv3 in PyTorch > ONNX > CoreML > TFLite | 2022-07-04T20:09:36Z |
| 46 | [word_cloud](https://github.com/amueller/word_cloud) | 8922 | 2218 | Python | 97 | A little word cloud generator in Python | 2022-07-31T21:25:16Z |
| 47 | [gdb-dashboard](https://github.com/cyrus-and/gdb-dashboard) | 8778 | 655 | Python | 6 | Modular visual interface for GDB in Python | 2022-06-14T16:36:25Z |
| 48 | [portia](https://github.com/scrapinghub/portia) | 8569 | 1379 | Python | 112 | Visual scraping for Scrapy | 2022-04-17T20:34:47Z |
| 49 | [python-prompt-toolkit](https://github.com/prompt-toolkit/python-prompt-toolkit) | 7867 | 636 | Python | 465 | Library for building powerful interactive command line applications in Python | 2022-07-26T19:37:21Z |
| 50 | [scapy](https://github.com/secdev/scapy) | 7820 | 1702 | Python | 36 | Scapy: the Python-based interactive packet manipulation program & library. Supports Python 2 & Python 3. | 2022-08-07T23:12:55Z |
| 51 | [streamlink](https://github.com/streamlink/streamlink) | 7774 | 893 | Python | 39 | Streamlink is a CLI utility which pipes video streams from various services into a video player | 2022-08-08T05:47:17Z |
| 52 | [minGPT](https://github.com/karpathy/minGPT) | 7742 | 906 | Python | 22 | A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training | 2022-08-05T17:58:41Z |
| 53 | [LaZagne](https://github.com/AlessandroZ/LaZagne) | 7436 | 1848 | Python | 37 | Credentials recovery project | 2022-07-04T08:23:18Z |
| 54 | [Sublist3r](https://github.com/aboul3la/Sublist3r) | 7398 | 1816 | Python | 122 | Fast subdomains enumeration tool for penetration testers | 2022-05-23T05:29:47Z |
| 55 | [DAIN](https://github.com/baowenbo/DAIN) | 7368 | 794 | Python | 71 | Depth-Aware Video Frame Interpolation (CVPR 2019) | 2022-03-30T15:23:01Z |
| 56 | [fail2ban](https://github.com/fail2ban/fail2ban) | 7345 | 1064 | Python | 114 | Daemon to ban hosts that cause multiple authentication errors | 2022-08-07T05:58:06Z |
| 57 | [starlette](https://github.com/encode/starlette) | 7253 | 636 | Python | 32 | The little ASGI framework that shines. 🌟 | 2022-08-06T21:46:07Z |
| 58 | [mps-youtube](https://github.com/mps-youtube/mps-youtube) | 7186 | 612 | Python | 327 | Terminal based YouTube player and downloader | 2022-02-14T10:55:06Z |
| 59 | [robotframework](https://github.com/robotframework/robotframework) | 7174 | 2000 | Python | 197 | Generic automation framework for acceptance testing and RPA | 2022-08-07T12:00:48Z |
| 60 | [python-small-examples](https://github.com/jackzhenguo/python-small-examples) | 7100 | 1670 | Python | 0 | 告别枯燥，致力于打造 Python 实用小例子，更多Python良心教程见 Python中文网 http://www.zglg.work | 2022-04-02T07:49:08Z |