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) | 150562 | 38629 | Python | 10 | All Algorithms implemented in Python | 2023-01-02T01:57:19Z |
| 2 | [transformers](https://github.com/huggingface/transformers) | 77158 | 17410 | Python | 429 | 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX. | 2023-01-01T17:04:24Z |
| 3 | [models](https://github.com/tensorflow/models) | 74943 | 46127 | Python | 1059 | Models and examples built with TensorFlow | 2022-12-29T20:01:36Z |
| 4 | [flask](https://github.com/pallets/flask) | 61437 | 15376 | Python | 6 | The Python micro framework for building web applications. | 2023-01-01T21:34:25Z |
| 5 | [keras](https://github.com/keras-team/keras) | 56978 | 19246 | Python | 271 | Deep Learning for humans | 2022-12-30T16:43:45Z |
| 6 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 52466 | 23802 | Python | 1548 | scikit-learn: machine learning in Python | 2023-01-02T02:19:38Z |
| 7 | [cpython](https://github.com/python/cpython) | 49775 | 25330 | Python | 6672 | The Python programming language | 2023-01-02T00:25:47Z |
| 8 | [manim](https://github.com/3b1b/manim) | 48886 | 5178 | Python | 350 | Animation engine for explanatory math videos | 2023-01-01T09:27:32Z |
| 9 | [faceswap](https://github.com/deepfakes/faceswap) | 43091 | 12031 | Python | 17 | Deepfakes Software For All | 2022-12-20T16:03:25Z |
| 10 | [rich](https://github.com/Textualize/rich) | 41394 | 1460 | Python | 64 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2022-12-30T14:52:54Z |
| 11 | [sherlock](https://github.com/sherlock-project/sherlock) | 38199 | 4517 | Python | 101 | 🔎 Hunt down social media accounts by username across social networks | 2022-12-28T12:44:40Z |
| 12 | [yt-dlp](https://github.com/yt-dlp/yt-dlp) | 37080 | 3083 | Python | 783 | A youtube-dl fork with additional features and fixes | 2023-01-02T02:22:19Z |
| 13 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 36994 | 8310 | 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60多个国家的400多所大学用于教学。 | 2022-12-29T08:13:38Z |
| 14 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 36565 | 4930 | Python | 194 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2022-12-29T01:07:32Z |
| 15 | [python-patterns](https://github.com/faif/python-patterns) | 36155 | 6684 | Python | 9 | A collection of design patterns/idioms in Python | 2022-08-21T11:22:06Z |
| 16 | [ailearning](https://github.com/apachecn/ailearning) | 34427 | 11001 | Python | 4 | AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2 | 2022-12-30T09:31:54Z |
| 17 | [interview_internal_reference](https://github.com/0voice/interview_internal_reference) | 34342 | 9210 | 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。 | 2021-08-25T13:19:16Z |
| 18 | [bert](https://github.com/google-research/bert) | 32861 | 8982 | Python | 771 | TensorFlow code and pre-trained models for BERT | 2022-11-22T07:39:15Z |
| 19 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 31338 | 5697 | Python | 7 | Comprehensive Python Cheatsheet | 2022-12-31T15:03:39Z |
| 20 | [black](https://github.com/psf/black) | 30711 | 1966 | Python | 327 | The uncompromising Python code formatter | 2022-12-31T06:52:35Z |
| 21 | [gym](https://github.com/openai/gym) | 29574 | 8140 | Python | 30 | A toolkit for developing and comparing reinforcement learning algorithms. | 2022-11-23T06:34:20Z |
| 22 | [linux-insides](https://github.com/0xAX/linux-insides) | 27635 | 3131 | Python | 24 | A little bit about a linux kernel | 2022-12-05T06:07:36Z |
| 23 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 26687 | 4280 | Python | 33 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2022-10-02T09:13:36Z |
| 24 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 25408 | 7540 | Python | 64 | PyTorch Tutorial for Deep Learning Researchers | 2022-11-28T12:57:40Z |
| 25 | [spaCy](https://github.com/explosion/spaCy) | 24898 | 4004 | Python | 76 | 💫 Industrial-strength Natural Language Processing (NLP) in Python | 2023-01-01T13:52:37Z |
| 26 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 24704 | 6418 | Python | 71 | Web APIs for Django. 🎸 | 2022-12-31T20:28:36Z |
| 27 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 24465 | 7431 | Python | 12 | Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines. | 2022-10-12T07:18:27Z |
| 28 | [pipenv](https://github.com/pypa/pipenv) | 23519 | 1809 | Python | 208 |  Python Development Workflow for Humans. | 2022-12-30T14:28:59Z |
| 29 | [detectron2](https://github.com/facebookresearch/detectron2) | 23217 | 6326 | Python | 269 | Detectron2 is a platform for object detection, segmentation and other visual recognition tasks. | 2022-12-29T03:33:42Z |
| 30 | [poetry](https://github.com/python-poetry/poetry) | 23074 | 1863 | Python | 573 | Python packaging and dependency management made easy | 2023-01-01T22:50:07Z |
| 31 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 22528 | 11184 | Python | 1810 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2022-12-28T13:15:48Z |
| 32 | [mmdetection](https://github.com/open-mmlab/mmdetection) | 22505 | 8196 | Python | 514 | OpenMMLab Detection Toolbox and Benchmark | 2023-01-01T03:04:22Z |
| 33 | [professional-programming](https://github.com/charlax/professional-programming) | 22340 | 1961 | Python | 0 | A collection of learning resources for curious software engineers | 2022-11-28T03:03:41Z |
| 34 | [glances](https://github.com/nicolargo/glances) | 22000 | 1340 | Python | 243 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2022-12-24T05:26:09Z |
| 35 | [algorithms](https://github.com/keon/algorithms) | 21977 | 4418 | Python | 59 | Minimal examples of data structures and algorithms in Python | 2022-12-25T14:36:59Z |
| 36 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 21829 | 4281 | Python | 30 | 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 |
| 37 | [linkedin-skill-assessments-quizzes](https://github.com/Ebazhanov/linkedin-skill-assessments-quizzes) | 21701 | 11763 | Python | 27 | Full reference of LinkedIn answers 2022 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  | 2023-01-02T02:19:54Z |
| 38 | [algo](https://github.com/wangzheng0822/algo) | 21617 | 6903 | Python | 100 | 数据结构和算法必知必会的50个代码实现 | 2022-11-04T12:46:41Z |
| 39 | [jax](https://github.com/google/jax) | 21339 | 2000 | Python | 974 | Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more | 2022-12-31T18:11:03Z |
| 40 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 21197 | 3544 | Python | 32 | 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. | 2022-12-31T02:08:18Z |
| 41 | [spleeter](https://github.com/deezer/spleeter) | 21157 | 2342 | Python | 156 | Deezer source separation library including pretrained models. | 2022-12-27T17:16:58Z |
| 42 | [celery](https://github.com/celery/celery) | 20714 | 4401 | Python | 527 | Distributed Task Queue (development branch) | 2022-12-29T14:33:48Z |
| 43 | [fairseq](https://github.com/facebookresearch/fairseq) | 20453 | 5131 | Python | 758 | Facebook AI Research Sequence-to-Sequence Toolkit written in Python. | 2022-12-31T04:56:57Z |
| 44 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 19813 | 1410 | Python | 11 | Guide to securing and improving privacy on macOS | 2022-12-26T19:09:54Z |
| 45 | [jumpserver](https://github.com/jumpserver/jumpserver) | 19626 | 4775 | Python | 86 | 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。 | 2022-12-30T10:53:50Z |
| 46 | [cookiecutter](https://github.com/cookiecutter/cookiecutter) | 18636 | 1766 | Python | 188 | A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects. | 2022-12-12T01:18:47Z |
| 47 | [saleor](https://github.com/saleor/saleor) | 17743 | 4862 | Python | 332 | A modular, high performance, headless e-commerce platform built with Python, GraphQL, Django, and React. | 2022-12-30T12:06:13Z |
| 48 | [30-Days-Of-Python](https://github.com/Asabeneh/30-Days-Of-Python) | 17537 | 4022 | Python | 58 | 30 days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than100 days, follow your own pace.  | 2022-12-21T12:36:27Z |
| 49 | [Real-ESRGAN](https://github.com/xinntao/Real-ESRGAN) | 17223 | 1829 | Python | 304 | Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration. | 2022-12-22T08:23:35Z |
| 50 | [textual](https://github.com/Textualize/textual) | 17038 | 490 | Python | 108 | Textual is a TUI (Text User Interface) framework for Python inspired by modern web development. | 2023-01-01T22:28:52Z |
| 51 | [sanic](https://github.com/sanic-org/sanic) | 16731 | 1485 | Python | 42 | Next generation Python web server/framework \| Build fast. Run fast. | 2023-01-01T08:40:15Z |
| 52 | [ddia](https://github.com/Vonng/ddia) | 16478 | 3597 | Python | 1 | 《Designing Data-Intensive Application》DDIA中文翻译 | 2022-12-19T09:42:37Z |
| 53 | [pytorch_geometric](https://github.com/pyg-team/pytorch_geometric) | 16460 | 3005 | Python | 611 | Graph Neural Network Library for PyTorch | 2022-12-31T22:38:57Z |
| 54 | [luigi](https://github.com/spotify/luigi) | 16208 | 2354 | Python | 79 | 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.  | 2022-12-29T00:51:16Z |
| 55 | [gpt-2](https://github.com/openai/gpt-2) | 16076 | 4053 | Python | 110 | Code for the paper "Language Models are Unsupervised Multitask Learners" | 2022-07-07T05:38:42Z |
| 56 | [d2l-en](https://github.com/d2l-ai/d2l-en) | 16007 | 3482 | Python | 55 | Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge. | 2022-12-29T11:00:13Z |
| 57 | [pyspider](https://github.com/binux/pyspider) | 15702 | 3663 | Python | 269 | A Powerful Spider(Web Crawler) System in Python. | 2022-11-20T06:11:59Z |
| 58 | [zipline](https://github.com/quantopian/zipline) | 15675 | 4519 | Python | 323 | Zipline, a Pythonic Algorithmic Trading Library | 2022-10-07T08:24:02Z |
| 59 | [python-spider](https://github.com/Jack-Cherish/python-spider) | 15646 | 5696 | 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 |
| 60 | [ipython](https://github.com/ipython/ipython) | 15631 | 4403 | Python | 1486 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2022-12-31T06:59:01Z |