[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) | 219850 | 39057 | Python | 180 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2023-05-10T21:18:56Z |
| 2 | [Python](https://github.com/TheAlgorithms/Python) | 158495 | 40063 | Python | 24 | All Algorithms implemented in Python | 2023-05-12T21:02:55Z |
| 3 | [transformers](https://github.com/huggingface/transformers) | 99236 | 20398 | Python | 539 | 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX. | 2023-05-13T00:25:45Z |
| 4 | [thefuck](https://github.com/nvbn/thefuck) | 77356 | 3357 | Python | 213 | Magnificent app which corrects your previous console command. | 2023-05-04T12:27:07Z |
| 5 | [stable-diffusion-webui](https://github.com/AUTOMATIC1111/stable-diffusion-webui) | 74179 | 14135 | Python | 1863 | Stable Diffusion web UI | 2023-05-12T18:19:29Z |
| 6 | [flask](https://github.com/pallets/flask) | 62910 | 15636 | Python | 0 | The Python micro framework for building web applications. | 2023-05-11T03:35:17Z |
| 7 | [keras](https://github.com/keras-team/keras) | 58309 | 19335 | Python | 288 | Deep Learning for humans | 2023-05-12T20:05:03Z |
| 8 | [rich](https://github.com/Textualize/rich) | 43243 | 1559 | Python | 96 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2023-05-11T20:41:39Z |
| 9 | [langchain](https://github.com/hwchase17/langchain) | 37933 | 4177 | Python | 1088 | ⚡ Building applications with LLMs through composability ⚡ | 2023-05-13T03:01:27Z |
| 10 | [ailearning](https://github.com/apachecn/ailearning) | 35414 | 11116 | Python | 3 | AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2 | 2023-05-03T06:22:58Z |
| 11 | [interview_internal_reference](https://github.com/0voice/interview_internal_reference) | 34817 | 9288 | Python | 27 | 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。 | 2023-03-17T13:20:59Z |
| 12 | [Open-Assistant](https://github.com/LAION-AI/Open-Assistant) | 32456 | 2760 | Python | 394 | OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so. | 2023-05-13T00:56:57Z |
| 13 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 32451 | 5935 | Python | 7 | Comprehensive Python Cheatsheet | 2023-04-13T16:17:20Z |
| 14 | [black](https://github.com/psf/black) | 32308 | 2081 | Python | 361 | The uncompromising Python code formatter | 2023-05-12T14:51:46Z |
| 15 | [ccxt](https://github.com/ccxt/ccxt) | 28183 | 6930 | Python | 741 | A JavaScript / Python / PHP cryptocurrency trading API with support for more than 100 bitcoin/altcoin exchanges | 2023-05-12T19:39:26Z |
| 16 | [linux-insides](https://github.com/0xAX/linux-insides) | 28144 | 3201 | Python | 25 | A little bit about a linux kernel | 2023-05-03T16:19:51Z |
| 17 | [Python](https://github.com/geekcomputers/Python) | 27629 | 11584 | Python | 210 | My Python Examples | 2023-05-12T16:45:08Z |
| 18 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 27266 | 4355 | Python | 33 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2022-10-02T09:13:36Z |
| 19 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 26468 | 7725 | Python | 64 | PyTorch Tutorial for Deep Learning Researchers | 2023-04-04T13:56:59Z |
| 20 | [spaCy](https://github.com/explosion/spaCy) | 26094 | 4118 | Python | 71 | 💫 Industrial-strength Natural Language Processing (NLP) in Python | 2023-05-12T17:51:27Z |
| 21 | [Detectron](https://github.com/facebookresearch/Detectron) | 25744 | 5508 | Python | 303 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2023-05-12T15:02:32Z |
| 22 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 25519 | 6587 | Python | 73 | Web APIs for Django. 🎸 | 2023-05-12T16:13:54Z |
| 23 | [pytorch-image-models](https://github.com/huggingface/pytorch-image-models) | 25201 | 4122 | Python | 55 | PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more | 2023-05-12T21:15:45Z |
| 24 | [linkedin-skill-assessments-quizzes](https://github.com/Ebazhanov/linkedin-skill-assessments-quizzes) | 24578 | 13136 | Python | 69 | 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  | 2023-05-12T19:47:06Z |
| 25 | [mmdetection](https://github.com/open-mmlab/mmdetection) | 24135 | 8639 | Python | 638 | OpenMMLab Detection Toolbox and Benchmark | 2023-05-12T09:47:14Z |
| 26 | [pipenv](https://github.com/pypa/pipenv) | 23844 | 1840 | Python | 194 |  Python Development Workflow for Humans. | 2023-05-12T11:58:35Z |
| 27 | [professional-programming](https://github.com/charlax/professional-programming) | 23372 | 2017 | Python | 0 | A collection of learning resources for curious software engineers | 2023-05-04T19:45:21Z |
| 28 | [jax](https://github.com/google/jax) | 23106 | 2152 | Python | 1145 | Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more | 2023-05-13T02:58:38Z |
| 29 | [cascadia-code](https://github.com/microsoft/cascadia-code) | 22473 | 741 | 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 |
| 30 | [spleeter](https://github.com/deezer/spleeter) | 22472 | 2460 | Python | 172 | Deezer source separation library including pretrained models. | 2023-04-12T02:24:10Z |
| 31 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 22144 | 4366 | Python | 32 | 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. | 2022-10-26T05:13:56Z |
| 32 | [stablediffusion](https://github.com/Stability-AI/stablediffusion) | 22062 | 2696 | Python | 141 | High-Resolution Image Synthesis with Latent Diffusion Models | 2023-05-08T12:56:16Z |
| 33 | [fairseq](https://github.com/facebookresearch/fairseq) | 21996 | 5436 | Python | 883 | Facebook AI Research Sequence-to-Sequence Toolkit written in Python. | 2023-05-12T23:09:40Z |
| 34 | [algo](https://github.com/wangzheng0822/algo) | 21905 | 6963 | 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 |
| 35 | [celery](https://github.com/celery/celery) | 21483 | 4482 | Python | 555 | Distributed Task Queue (development branch) | 2023-05-13T00:49:43Z |
| 36 | [jumpserver](https://github.com/jumpserver/jumpserver) | 20478 | 4869 | Python | 156 | 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。 | 2023-05-12T11:17:39Z |
| 37 | [textual](https://github.com/Textualize/textual) | 19261 | 564 | Python | 102 | 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! | 2023-05-12T16:57:55Z |
| 38 | [gpt-2](https://github.com/openai/gpt-2) | 19028 | 4850 | Python | 118 | Code for the paper "Language Models are Unsupervised Multitask Learners" | 2023-02-02T16:27:01Z |
| 39 | [MiniGPT-4](https://github.com/Vision-CAIR/MiniGPT-4) | 18834 | 2097 | Python | 144 | MiniGPT-4: Enhancing Vision-language Understanding with Advanced Large Language Models | 2023-05-12T11:06:37Z |
| 40 | [kitty](https://github.com/kovidgoyal/kitty) | 18637 | 831 | Python | 16 | Cross-platform, fast, feature-rich, GPU based terminal | 2023-05-12T21:47:58Z |
| 41 | [saleor](https://github.com/saleor/saleor) | 18433 | 4993 | Python | 426 | Saleor Core: the high performance, composable, headless commerce API. | 2023-05-12T17:43:27Z |
| 42 | [sanic](https://github.com/sanic-org/sanic) | 17044 | 1514 | Python | 63 |  Accelerate your web app development  \| Build fast. Run fast. | 2023-05-09T08:28:47Z |
| 43 | [modern-cpp-features](https://github.com/AnthonyCalandra/modern-cpp-features) | 16575 | 1843 | Python | 7 | A cheatsheet of modern C++ language and library features. | 2023-03-18T18:08:31Z |
| 44 | [luigi](https://github.com/spotify/luigi) | 16535 | 2371 | Python | 88 | 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.  | 2023-05-09T08:37:29Z |
| 45 | [ungoogled-chromium](https://github.com/ungoogled-software/ungoogled-chromium) | 16525 | 744 | Python | 129 | Google Chromium, sans integration with Google | 2023-05-11T16:16:46Z |
| 46 | [reddit](https://github.com/reddit-archive/reddit) | 16451 | 2900 | Python | 0 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 47 | [rasa](https://github.com/RasaHQ/rasa) | 16264 | 4331 | Python | 3 | 💬   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 | 2023-05-12T17:46:56Z |
| 48 | [zipline](https://github.com/quantopian/zipline) | 16121 | 4580 | Python | 320 | Zipline, a Pythonic Algorithmic Trading Library | 2023-02-14T17:14:33Z |
| 49 | [python-spider](https://github.com/Jack-Cherish/python-spider) | 16119 | 5787 | 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 | 2022-11-21T09:14:21Z |
| 50 | [mindsdb](https://github.com/mindsdb/mindsdb) | 16072 | 1987 | Python | 568 | A low-code Machine Learning platform to help developers build #AI solutions | 2023-05-12T17:39:17Z |
| 51 | [matplotlib](https://github.com/matplotlib/matplotlib) | 17374 | 6891 | Python | 1362 | matplotlib: plotting with Python | 2023-05-13T01:25:22Z |
| 52 | [Summer2023-Internships](https://github.com/pittcsc/Summer2023-Internships) | 17002 | 1791 | Python | 0 | Collection of Summer 2023 tech internships! | 2023-05-13T01:32:25Z |
| 53 | [python-spider](https://github.com/Jack-Cherish/python-spider) | 16119 | 5787 | 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 | 2022-11-21T09:14:21Z |
| 54 | [game-programmer](https://github.com/miloyip/game-programmer) | 16014 | 1942 | Python | 23 | A Study Path for Game Programmer | 2023-04-14T08:07:17Z |
| 55 | [deep-learning-for-image-processing](https://github.com/WZMIAOMIAO/deep-learning-for-image-processing) | 15991 | 7026 | Python | 34 | deep learning for image processing including classification and object-detection etc. | 2023-03-09T07:30:16Z |
| 56 | [prophet](https://github.com/facebook/prophet) | 15858 | 4405 | Python | 329 | Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth. | 2023-05-12T18:39:45Z |
| 57 | [recommenders](https://github.com/microsoft/recommenders) | 15650 | 2732 | Python | 159 | Best Practices on Recommendation Systems | 2023-05-12T10:26:27Z |
| 58 | [avatarify-python](https://github.com/alievk/avatarify-python) | 15624 | 2561 | Python | 189 | Avatars for Zoom, Skype and other video-conferencing apps. | 2023-04-23T01:40:23Z |
| 59 | [loguru](https://github.com/Delgan/loguru) | 14867 | 603 | Python | 92 | Python logging made (stupidly) simple | 2023-05-05T19:14:19Z |
| 60 | [Shadowrocket-ADBlock-Rules](https://github.com/h2y/Shadowrocket-ADBlock-Rules) | 14772 | 2333 | Python | 69 | 提供多款 Shadowrocket 规则，带广告过滤功能。用于 iOS 未越狱设备选择性地自动翻墙。 | 2021-04-12T16:11:40Z |
| 61 | [wagtail](https://github.com/wagtail/wagtail) | 14723 | 3189 | Python | 829 | A Django content management system focused on flexibility and user experience | 2023-05-12T20:37:15Z |
| 62 | [onnx](https://github.com/onnx/onnx) | 14680 | 3517 | Python | 310 | Open standard for machine learning interoperability | 2023-05-13T02:09:40Z |
| 63 | [gensim](https://github.com/RaRe-Technologies/gensim) | 14319 | 4358 | Python | 365 | Topic Modelling for Humans | 2023-05-11T11:28:15Z |
| 64 | [manim](https://github.com/ManimCommunity/manim) | 14284 | 1196 | Python | 322 | A community-maintained Python framework for creating mathematical animations.  | 2023-05-10T21:58:00Z |
| 65 | [fabric](https://github.com/fabric/fabric) | 14036 | 1923 | Python | 414 | Simple, Pythonic remote execution and deployment. | 2023-05-12T17:44:51Z |
| 66 | [vit-pytorch](https://github.com/lucidrains/vit-pytorch) | 14026 | 2331 | Python | 103 | Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch | 2023-05-09T05:45:49Z |
| 67 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13852 | 4399 | Python | 29 | 微信《跳一跳》Python 辅助 | 2022-11-22T02:04:23Z |
| 68 | [Hitomi-Downloader](https://github.com/KurtBestor/Hitomi-Downloader) | 13784 | 1451 | Python | 2210 | :cake: Desktop utility to download images/videos/music/text from various websites, and more. | 2023-05-04T21:22:26Z |
| 69 | [erpnext](https://github.com/frappe/erpnext) | 13640 | 5477 | Python | 1269 | Free and Open Source Enterprise Resource Planning (ERP) | 2023-05-12T20:46:08Z |
| 70 | [DeDRM_tools](https://github.com/apprenticeharper/DeDRM_tools) | 13529 | 1358 | Python | 798 | DeDRM tools for ebooks | 2023-01-06T13:33:14Z |
| 71 | [plotly.py](https://github.com/plotly/plotly.py) | 13434 | 2362 | Python | 1286 | The interactive graphing library for Python :sparkles: This project now includes Plotly Express! | 2023-05-12T19:36:05Z |
| 72 | [Ciphey](https://github.com/Ciphey/Ciphey) | 13362 | 814 | Python | 44 | ⚡ Automatically decrypt encryptions without knowing the key or cipher, decode encodings, and crack hashes ⚡ | 2023-02-06T03:27:39Z |
| 73 | [awesome-oss-alternatives](https://github.com/RunaCapital/awesome-oss-alternatives) | 13313 | 709 | Python | 3 | Awesome list of open-source startup alternatives to well-known SaaS products 🚀 | 2023-04-12T13:04:00Z |
| 74 | [horovod](https://github.com/horovod/horovod) | 13270 | 2181 | Python | 337 | Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet. | 2023-05-10T13:00:41Z |
| 75 | [ChatterBot](https://github.com/gunthercox/ChatterBot) | 13242 | 4303 | Python | 330 | ChatterBot is a machine learning, conversational dialog engine for creating chat bots | 2023-05-09T20:41:01Z |
| 76 | [the-gan-zoo](https://github.com/hindupuravinash/the-gan-zoo) | 13225 | 2493 | Python | 16 | A list of all named GANs! | 2022-12-08T02:56:19Z |
| 77 | [mackup](https://github.com/lra/mackup) | 13189 | 912 | Python | 279 | Keep your application settings in sync (OS X/Linux) | 2023-03-24T17:37:16Z |
| 78 | [facenet](https://github.com/davidsandberg/facenet) | 13030 | 4799 | Python | 497 | Face recognition using Tensorflow | 2023-03-25T00:05:44Z |
| 79 | [searx](https://github.com/searx/searx) | 12829 | 1721 | Python | 300 | Privacy-respecting metasearch engine | 2023-05-12T01:57:03Z |
| 80 | [text-generation-webui](https://github.com/oobabooga/text-generation-webui) | 12638 | 1445 | Python | 455 | A gradio web UI for running Large Language Models like LLaMA, llama.cpp, GPT-J, Pythia, OPT, and GALACTICA. | 2023-05-13T01:16:07Z |
| 81 | [python-mini-projects](https://github.com/Python-World/python-mini-projects) | 12632 | 4062 | Python | 37 | A collection of simple python mini projects to enhance your python skills | 2022-07-17T08:51:24Z |
| 82 | [zhao](https://github.com/programthink/zhao) | 12457 | 2777 | Python | 354 | 【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 |
| 83 | [learn_python3_spider](https://github.com/wistbean/learn_python3_spider) | 12325 | 3076 | Python | 24 | python爬虫教程系列、从0到1学习python爬虫，包括浏览器抓包，手机APP抓包，如 fiddler、mitmproxy，各种爬虫涉及的模块的使用，如：requests、beautifulSoup、selenium、appium、scrapy等，以及IP代理，验证码识别，Mysql，MongoDB数据库的python使用，多线程多进程爬虫的使用，css 爬虫加密逆向破解，JS爬虫逆向，分布式爬虫，爬虫项目实战实例等 | 2023-03-30T17:03:58Z |
| 84 | [examples-of-web-crawlers](https://github.com/shengqiangzhang/examples-of-web-crawlers) | 12046 | 3632 | Python | 11 | 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 |
| 85 | [openage](https://github.com/SFTtech/openage) | 11726 | 1098 | Python | 219 | Free (as in freedom) open source clone of the Age of Empires II engine :rocket: | 2023-05-08T16:52:30Z |
| 86 | [httpbin](https://github.com/postmanlabs/httpbin) | 11698 | 1733 | Python | 129 | HTTP Request & Response Service, written in Python + Flask. | 2023-04-28T20:11:03Z |
| 87 | [PaddleHub](https://github.com/PaddlePaddle/PaddleHub) | 11686 | 2045 | Python | 540 | Awesome pre-trained models toolkit based on PaddlePaddle. (400+ models including Image, Text, Audio, Video and Cross-Modal with Easy Inference & Serving) | 2023-04-21T11:09:36Z |
| 88 | [PySimpleGUI](https://github.com/PySimpleGUI/PySimpleGUI) | 11615 | 1731 | Python | 707 | Launched in 2018. It's 2023 and PySimpleGUI is actively developed & supported. Create complex windows simply. Supports tkinter, Qt, WxPython, Remi (in browser). Create GUI applications trivially with a full set of widgets. Multi-Window applications are also simple. 3.4 to 3.11 supported. 325+ Demo programs & Cookbook for rapid start. Extensive docs | 2023-05-12T17:30:17Z |
| 89 | [chatgpt-on-wechat](https://github.com/zhayujie/chatgpt-on-wechat) | 11603 | 3018 | Python | 30 | Wechat robot based on ChatGPT,  which using OpenAI api and itchat library. 使用ChatGPT搭建微信聊天机器人，基于GPT3.5/4.0 API实现，支持个人微信、公众号、企业微信部署，能处理文本、语音和图片，访问操作系统和互联网。 | 2023-05-12T03:25:02Z |
| 90 | [spotify-downloader](https://github.com/spotDL/spotify-downloader) | 11566 | 1258 | Python | 14 | Download your Spotify playlists and songs along with album art and metadata (from YouTube if a match is found). | 2023-05-04T21:30:57Z |
| 91 | [dvc](https://github.com/iterative/dvc) | 11502 | 1057 | Python | 561 | 🦉 Data Version Control \| Git for Data & Models \| ML Experiments Management | 2023-05-12T12:58:33Z |
| 92 | [awesome-aws](https://github.com/donnemartin/awesome-aws) | 11465 | 1601 | Python | 5 | A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources.  Featuring the Fiery Meter of AWSome. | 2023-05-07T16:38:39Z |
| 93 | [redis-py](https://github.com/redis/redis-py) | 11447 | 2366 | Python | 160 | Redis Python Client | 2023-05-11T06:37:34Z |
| 94 | [DeepFaceLive](https://github.com/iperov/DeepFaceLive) | 11353 | 1531 | Python | 1 | Real-time face swap for PC streaming or video calls | 2023-05-04T16:25:40Z |
| 95 | [scipy](https://github.com/scipy/scipy) | 11224 | 4715 | Python | 1378 | SciPy library main repository | 2023-05-12T22:11:33Z |
| 96 | [typer](https://github.com/tiangolo/typer) | 11183 | 459 | Python | 153 | Typer, build great CLIs. Easy to code. Based on Python type hints. | 2023-05-09T00:58:55Z |
| 97 | [edgedb](https://github.com/edgedb/edgedb) | 11045 | 323 | Python | 403 | A graph-relational database with declarative schema, built-in migration system, and a next-generation query language | 2023-05-12T23:37:21Z |
| 98 | [dask](https://github.com/dask/dask) | 11005 | 1621 | Python | 756 | Parallel computing with task scheduling | 2023-05-12T17:36:01Z |
| 99 | [FastPhotoStyle](https://github.com/NVIDIA/FastPhotoStyle) | 11004 | 1208 | Python | 47 | Style transfer, deep learning, feature transform | 2022-09-08T16:10:37Z |
| 100 | [synapse](https://github.com/matrix-org/synapse) | 10844 | 2018 | Python | 1437 | Synapse: Matrix homeserver written in Python/Twisted. | 2023-05-12T21:43:59Z |