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 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 217278 | 38624 | Python | 175 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2023-04-10T01:01:51Z |
| 2 | [Python](https://github.com/TheAlgorithms/Python) | 157018 | 39623 | Python | 20 | All Algorithms implemented in Python | 2023-04-10T21:43:22Z |
| 3 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 119404 | 8866 | Python | 3824 | Command-line program to download videos from YouTube.com and other video sites | 2023-04-11T01:20:22Z |
| 4 | [transformers](https://github.com/huggingface/transformers) | 91963 | 19431 | Python | 527 | 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX. | 2023-04-10T23:04:16Z |
| 5 | [thefuck](https://github.com/nvbn/thefuck) | 76769 | 3344 | Python | 212 | Magnificent app which corrects your previous console command. | 2023-04-06T03:05:03Z |
| 6 | [flask](https://github.com/pallets/flask) | 62529 | 15560 | Python | 4 | The Python micro framework for building web applications. | 2023-04-10T09:26:02Z |
| 7 | [stable-diffusion-webui](https://github.com/AUTOMATIC1111/stable-diffusion-webui) | 61933 | 11528 | Python | 1820 | Stable Diffusion web UI | 2023-04-11T01:40:25Z |
| 8 | [ansible](https://github.com/ansible/ansible) | 56972 | 23222 | Python | 673 | 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. | 2023-04-11T02:58:40Z |
| 9 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 44718 | 2131 | Python | 61 | 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. | 2023-04-06T10:47:36Z |
| 10 | [pandas](https://github.com/pandas-dev/pandas) | 37890 | 16052 | Python | 3461 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2023-04-11T03:03:41Z |
| 11 | [ailearning](https://github.com/apachecn/ailearning) | 35095 | 11062 | Python | 3 | AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2 | 2023-02-17T18:00:41Z |
| 12 | [linux-insides](https://github.com/0xAX/linux-insides) | 28003 | 3190 | Python | 25 | A little bit about a linux kernel | 2023-02-28T05:33:28Z |
| 13 | [ccxt](https://github.com/ccxt/ccxt) | 27819 | 6845 | Python | 718 | A JavaScript / Python / PHP cryptocurrency trading API with support for more than 100 bitcoin/altcoin exchanges | 2023-04-10T22:15:49Z |
| 14 | [Python](https://github.com/geekcomputers/Python) | 27421 | 11519 | Python | 206 | My Python Examples | 2023-04-09T19:12:24Z |
| 15 | [spaCy](https://github.com/explosion/spaCy) | 25763 | 4070 | Python | 77 | 💫 Industrial-strength Natural Language Processing (NLP) in Python | 2023-04-07T13:31:05Z |
| 16 | [Detectron](https://github.com/facebookresearch/Detectron) | 25657 | 5500 | Python | 304 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2023-02-21T13:27:43Z |
| 17 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 25320 | 6573 | Python | 72 | Web APIs for Django. 🎸 | 2023-04-09T08:53:48Z |
| 18 | [pytorch-image-models](https://github.com/huggingface/pytorch-image-models) | 24652 | 4051 | Python | 68 | PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more | 2023-04-10T19:05:17Z |
| 19 | [python-fire](https://github.com/google/python-fire) | 24326 | 1376 | Python | 110 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2023-04-07T17:41:10Z |
| 20 | [langchain](https://github.com/hwchase17/langchain) | 23958 | 2252 | Python | 589 | ⚡ Building applications with LLMs through composability ⚡ | 2023-04-11T02:46:22Z |
| 21 | [linkedin-skill-assessments-quizzes](https://github.com/Ebazhanov/linkedin-skill-assessments-quizzes) | 23907 | 12911 | Python | 54 | Full reference of LinkedIn answers 2023 for skill assessments (aws-lambda, rest-api, javascript, react, git, html, jquery, mongodb, java, Go, python, machine-learning, power-point) linkedin excel test lösungen, linkedin machine learning test LinkedIn test questions and answers  | 2023-04-10T21:35:30Z |
| 22 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 23405 | 3388 | Python | 29 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2023-04-05T16:00:16Z |
| 23 | [numpy](https://github.com/numpy/numpy) | 23171 | 7975 | Python | 1987 | The fundamental package for scientific computing with Python. | 2023-04-10T23:39:02Z |
| 24 | [cascadia-code](https://github.com/microsoft/cascadia-code) | 22290 | 729 | Python | 113 | 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. | 2022-12-06T01:05:48Z |
| 25 | [Open-Assistant](https://github.com/LAION-AI/Open-Assistant) | 21861 | 1663 | Python | 350 | OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so. | 2023-04-10T22:56:40Z |
| 26 | [algo](https://github.com/wangzheng0822/algo) | 21839 | 6950 | Python | 102 | 数据结构和算法必知必会的50个代码实现 | 2022-11-04T12:46:41Z |
| 27 | [celery](https://github.com/celery/celery) | 21271 | 4463 | Python | 544 | Distributed Task Queue (development branch) | 2023-04-10T17:30:50Z |
| 28 | [locust](https://github.com/locustio/locust) | 21066 | 2666 | Python | 12 | Write scalable load tests in plain Python 🚗💨 | 2023-04-08T00:24:03Z |
| 29 | [vnpy](https://github.com/vnpy/vnpy) | 20561 | 7812 | Python | 16 | 基于Python的开源量化交易平台开发框架 | 2023-04-06T23:49:20Z |
| 30 | [jumpserver](https://github.com/jumpserver/jumpserver) | 20228 | 4834 | Python | 164 | 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。 | 2023-04-10T10:22:00Z |
| 31 | [pytorch-CycleGAN-and-pix2pix](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) | 19630 | 5791 | Python | 464 | Image-to-Image Translation in PyTorch | 2023-03-14T20:28:49Z |
| 32 | [textual](https://github.com/Textualize/textual) | 18707 | 548 | Python | 84 | Textual is a Rapid Application Development framework for Python.  Build sophisticated user interfaces with a simple Python API. Run your apps in the terminal and (coming soon) a web browser! | 2023-04-10T20:57:27Z |
| 33 | [gpt-2](https://github.com/openai/gpt-2) | 18529 | 4701 | Python | 115 | Code for the paper "Language Models are Unsupervised Multitask Learners" | 2023-02-02T16:27:01Z |
| 34 | [magenta](https://github.com/magenta/magenta) | 18351 | 3720 | Python | 333 | Magenta: Music and Art Generation with Machine Intelligence | 2023-01-18T21:45:23Z |
| 35 | [kitty](https://github.com/kovidgoyal/kitty) | 18312 | 815 | Python | 14 | Cross-platform, fast, feature-rich, GPU based terminal | 2023-04-10T06:03:07Z |
| 36 | [stablediffusion](https://github.com/Stability-AI/stablediffusion) | 18282 | 2172 | Python | 125 | High-Resolution Image Synthesis with Latent Diffusion Models | 2023-04-05T07:45:05Z |
| 37 | [matplotlib](https://github.com/matplotlib/matplotlib) | 17189 | 6830 | Python | 1455 | matplotlib: plotting with Python | 2023-04-10T22:23:20Z |
| 38 | [luigi](https://github.com/spotify/luigi) | 16458 | 2367 | Python | 85 | 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.  | 2023-04-03T00:15:17Z |
| 39 | [reddit](https://github.com/reddit-archive/reddit) | 16428 | 2900 | Python | 0 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 40 | [ungoogled-chromium](https://github.com/ungoogled-software/ungoogled-chromium) | 16375 | 738 | Python | 128 | Google Chromium, sans integration with Google | 2023-04-08T05:22:21Z |
| 41 | [zipline](https://github.com/quantopian/zipline) | 15993 | 4561 | Python | 320 | Zipline, a Pythonic Algorithmic Trading Library | 2023-02-14T17:14:33Z |
| 42 | [rasa](https://github.com/RasaHQ/rasa) | 15943 | 4292 | Python | 1 | 💬   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 | 2023-04-11T01:29:18Z |
| 43 | [modern-cpp-features](https://github.com/AnthonyCalandra/modern-cpp-features) | 15922 | 1796 | Python | 7 | A cheatsheet of modern C++ language and library features. | 2023-03-18T18:08:31Z |
| 44 | [pyspider](https://github.com/binux/pyspider) | 15807 | 3671 | Python | 269 | A Powerful Spider(Web Crawler) System in Python. | 2022-11-20T06:11:59Z |
| 45 | [magic-wormhole](https://github.com/magic-wormhole/magic-wormhole) | 15692 | 571 | Python | 139 | get things from one computer to another, safely | 2023-04-09T21:01:41Z |
| 46 | [wagtail](https://github.com/wagtail/wagtail) | 14528 | 3143 | Python | 837 | A Django content management system focused on flexibility and user experience | 2023-04-10T13:57:36Z |
| 47 | [minGPT](https://github.com/karpathy/minGPT) | 14295 | 1660 | Python | 28 | A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training | 2023-02-27T05:59:18Z |
| 48 | [gensim](https://github.com/RaRe-Technologies/gensim) | 14182 | 4347 | Python | 365 | Topic Modelling for Humans | 2023-04-01T12:59:51Z |
| 49 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13855 | 4407 | Python | 29 | 微信《跳一跳》Python 辅助 | 2022-11-22T02:04:23Z |
| 50 | [vision](https://github.com/pytorch/vision) | 13682 | 6633 | Python | 715 | Datasets, Transforms and Models specific to Computer Vision | 2023-04-10T11:31:08Z |
| 51 | [game-programmer](https://github.com/miloyip/game-programmer) | 15908 | 1931 | Python | 23 | A Study Path for Game Programmer | 2022-01-08T07:13:20Z |
| 52 | [PySnooper](https://github.com/cool-RR/PySnooper) | 15790 | 940 | Python | 21 | Never use print for debugging again | 2023-01-03T13:15:29Z |
| 53 | [ipython](https://github.com/ipython/ipython) | 15773 | 4420 | Python | 1519 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2023-04-10T10:59:36Z |
| 54 | [prophet](https://github.com/facebook/prophet) | 15719 | 4396 | Python | 315 | Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth. | 2023-04-02T16:08:03Z |
| 55 | [mindsdb](https://github.com/mindsdb/mindsdb) | 15290 | 1781 | Python | 500 | A low-code Machine Learning platform to help developers build #AI solutions | 2023-04-10T17:52:46Z |
| 56 | [mypy](https://github.com/python/mypy) | 15142 | 2489 | Python | 2380 | Optional static typing for Python | 2023-04-10T23:25:52Z |
| 57 | [calibre](https://github.com/kovidgoyal/calibre) | 14908 | 1899 | Python | 0 | The official source code repository for the calibre ebook manager | 2023-04-10T09:57:47Z |
| 58 | [onnx](https://github.com/onnx/onnx) | 14446 | 3445 | Python | 301 | Open standard for machine learning interoperability | 2023-04-11T02:34:35Z |
| 59 | [minGPT](https://github.com/karpathy/minGPT) | 14295 | 1660 | Python | 28 | A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training | 2023-02-27T05:59:18Z |
| 60 | [jupyter](https://github.com/jupyter/jupyter) | 14231 | 3659 | Python | 194 | Jupyter metapackage for installation, docs and chat | 2023-01-16T19:08:09Z |
| 61 | [baselines](https://github.com/openai/baselines) | 14144 | 4605 | Python | 406 | OpenAI Baselines: high-quality implementations of reinforcement learning algorithms | 2023-04-02T11:36:25Z |
| 62 | [microservices-demo](https://github.com/GoogleCloudPlatform/microservices-demo) | 13977 | 4873 | Python | 33 | Sample cloud-first application with 10 microservices showcasing Kubernetes, Istio, and gRPC. | 2023-04-10T23:37:47Z |
| 63 | [insightface](https://github.com/deepinsight/insightface) | 13867 | 4196 | Python | 1212 | State-of-the-art 2D and 3D Face Analysis Project | 2023-04-10T16:00:54Z |
| 64 | [manim](https://github.com/ManimCommunity/manim) | 13818 | 1168 | Python | 316 | A community-maintained Python framework for creating mathematical animations.  | 2023-04-10T18:45:08Z |
| 65 | [chatgpt-retrieval-plugin](https://github.com/openai/chatgpt-retrieval-plugin) | 13660 | 1883 | Python | 58 | The ChatGPT Retrieval Plugin lets you easily search and find personal or work documents by asking questions in everyday language. | 2023-04-10T21:36:43Z |
| 66 | [vit-pytorch](https://github.com/lucidrains/vit-pytorch) | 13634 | 2261 | Python | 103 | Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch | 2023-03-19T17:52:50Z |
| 67 | [GHunt](https://github.com/mxrch/GHunt) | 13510 | 1138 | Python | 7 | 🕵️‍♂️ Offensive Google framework. | 2023-04-07T10:13:35Z |
| 68 | [imgaug](https://github.com/aleju/imgaug) | 13463 | 2376 | Python | 277 | Image augmentation for machine learning experiments. | 2023-03-30T13:51:14Z |
| 69 | [plotly.py](https://github.com/plotly/plotly.py) | 13232 | 2336 | Python | 1259 | The interactive graphing library for Python :sparkles: This project now includes Plotly Express! | 2023-04-09T08:16:44Z |
| 70 | [horovod](https://github.com/horovod/horovod) | 13178 | 2169 | Python | 342 | Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet. | 2023-04-10T18:10:54Z |
| 71 | [ChatterBot](https://github.com/gunthercox/ChatterBot) | 13130 | 4279 | Python | 327 | ChatterBot is a machine learning, conversational dialog engine for creating chat bots | 2023-03-13T14:12:28Z |
| 72 | [facenet](https://github.com/davidsandberg/facenet) | 12974 | 4791 | Python | 495 | Face recognition using Tensorflow | 2023-03-25T00:05:44Z |
| 73 | [Ciphey](https://github.com/Ciphey/Ciphey) | 12955 | 791 | Python | 44 | ⚡ Automatically decrypt encryptions without knowing the key or cipher, decode encodings, and crack hashes ⚡ | 2023-02-06T03:27:39Z |
| 74 | [YYeTsBot](https://github.com/tgbot-collection/YYeTsBot) | 12657 | 1664 | Python | 0 | 🎬 人人影视 机器人和网站，包含人人影视全部资源以及众多网友的网盘分享 | 2023-04-10T09:01:48Z |
| 75 | [wtfpython-cn](https://github.com/leisurelicht/wtfpython-cn) | 12355 | 2078 | Python | 5 | wtfpython的中文翻译/施工结束/ 能力有限，欢迎帮我改进翻译 | 2022-11-15T08:18:54Z |
| 76 | [zhao](https://github.com/programthink/zhao) | 12340 | 2765 | Python | 347 | 【编程随想】整理的《太子党关系网络》，专门揭露赵国的权贵 | 2021-08-01T15:22:51Z |
| 77 | [SMSBoom](https://github.com/OpenEthan/SMSBoom) | 12335 | 3090 | Python | 109 | 短信轰炸/短信测压/ \| 一个健壮免费的python短信轰炸程序，专门炸坏蛋蛋，百万接口，多线程全自动添加有效接口，支持异步协程百万并发，全免费的短信轰炸工具！！hongkonger开发全网首发！！ | 2023-03-17T16:06:53Z |
| 78 | [tushare](https://github.com/waditu/tushare) | 12079 | 4261 | Python | 509 | TuShare is a utility for crawling historical data of China stocks | 2023-01-28T07:04:37Z |
| 79 | [awesome-quant](https://github.com/wilsonfreitas/awesome-quant) | 12068 | 1998 | Python | 7 | A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance) | 2023-03-24T19:45:00Z |
| 80 | [Bringing-Old-Photos-Back-to-Life](https://github.com/microsoft/Bringing-Old-Photos-Back-to-Life) | 11995 | 1587 | Python | 71 | Bringing Old Photo Back to Life (CVPR 2020 oral) | 2023-03-30T13:55:15Z |
| 81 | [examples-of-web-crawlers](https://github.com/shengqiangzhang/examples-of-web-crawlers) | 11968 | 3610 | Python | 10 | 一些非常有趣的python爬虫例子,对新手比较友好,主要爬取淘宝、天猫、微信、微信读书、豆瓣、QQ等网站。(Some interesting examples of python crawlers that are friendly to beginners. ) | 2022-04-27T14:37:28Z |
| 82 | [explainshell](https://github.com/idank/explainshell) | 11807 | 744 | Python | 132 | match command-line arguments to their help text | 2023-03-04T16:11:29Z |
| 83 | [prefect](https://github.com/PrefectHQ/prefect) | 11713 | 1187 | Python | 615 | The easiest way to orchestrate and observe your data pipelines | 2023-04-11T01:07:36Z |
| 84 | [numpy-ml](https://github.com/ddbourgin/numpy-ml) | 11707 | 3207 | Python | 16 | Machine learning, in numpy | 2023-01-11T08:10:41Z |
| 85 | [unilm](https://github.com/microsoft/unilm) | 11707 | 1752 | Python | 296 | Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities | 2023-04-07T21:08:42Z |
| 86 | [openage](https://github.com/SFTtech/openage) | 11668 | 1095 | Python | 218 | Free (as in freedom) open source clone of the Age of Empires II engine :rocket: | 2023-04-06T23:41:36Z |
| 87 | [wifiphisher](https://github.com/wifiphisher/wifiphisher) | 11615 | 2441 | Python | 256 | The Rogue Access Point Framework | 2023-03-14T16:11:54Z |
| 88 | [httpbin](https://github.com/postmanlabs/httpbin) | 11609 | 1733 | Python | 128 | HTTP Request & Response Service, written in Python + Flask. | 2023-03-24T09:05:57Z |
| 89 | [PaddleHub](https://github.com/PaddlePaddle/PaddleHub) | 11476 | 2014 | Python | 532 | Awesome pre-trained models toolkit based on PaddlePaddle. (400+ models including Image, Text, Audio, Video and Cross-Modal with Easy Inference & Serving) | 2023-04-02T12:42:47Z |
| 90 | [asciinema](https://github.com/asciinema/asciinema) | 11440 | 872 | Python | 88 | Terminal session recorder 📹 | 2023-03-16T16:18:51Z |
| 91 | [dvc](https://github.com/iterative/dvc) | 11332 | 1047 | Python | 570 | 🦉Data Version Control \| Git for Data & Models \| ML Experiments Management | 2023-04-10T21:48:50Z |
| 92 | [spotify-downloader](https://github.com/spotDL/spotify-downloader) | 11260 | 1239 | Python | 11 | Download your Spotify playlists and songs along with album art and metadata (from YouTube if a match is found). | 2023-04-08T08:28:03Z |
| 93 | [transferlearning](https://github.com/jindongwang/transferlearning) | 11203 | 3603 | Python | 3 | Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习 | 2023-04-10T10:54:00Z |
| 94 | [scipy](https://github.com/scipy/scipy) | 11052 | 4667 | Python | 1390 | SciPy library main repository | 2023-04-10T23:49:59Z |
| 95 | [pgcli](https://github.com/dbcli/pgcli) | 10996 | 512 | Python | 148 | Postgres CLI with autocompletion and syntax highlighting | 2023-03-29T08:41:02Z |
| 96 | [deep_learning_object_detection](https://github.com/hoya012/deep_learning_object_detection) | 10996 | 2832 | Python | 4 | A paper list of object detection using deep learning. | 2022-10-19T08:10:29Z |
| 97 | [chia-blockchain](https://github.com/Chia-Network/chia-blockchain) | 10989 | 1979 | Python | 138 | Chia blockchain python implementation (full node, farmer, harvester, timelord, and wallet) | 2023-04-11T01:16:43Z |
| 98 | [DeepFaceLive](https://github.com/iperov/DeepFaceLive) | 10943 | 1473 | Python | 1 | Real-time face swap for PC streaming or video calls | 2023-03-19T05:51:18Z |
| 99 | [typer](https://github.com/tiangolo/typer) | 10896 | 442 | Python | 164 | Typer, build great CLIs. Easy to code. Based on Python type hints. | 2023-04-04T01:49:44Z |
| 100 | [dask](https://github.com/dask/dask) | 10880 | 1608 | Python | 744 | Parallel computing with task scheduling | 2023-04-11T03:00:34Z |