[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) | 150415 | 38616 | Python | 8 | All Algorithms implemented in Python | 2022-12-28T17:34:35Z |
| 2 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 116067 | 8474 | Python | 3893 | Command-line program to download videos from YouTube.com and other video sites | 2022-12-24T13:03:16Z |
| 3 | [transformers](https://github.com/huggingface/transformers) | 76977 | 17378 | Python | 442 | 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX. | 2022-12-28T20:13:58Z |
| 4 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 57093 | 13729 | Python | 0 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2022-12-26T23:01:01Z |
| 5 | [keras](https://github.com/keras-team/keras) | 56956 | 19241 | Python | 266 | Deep Learning for humans | 2022-12-29T01:25:51Z |
| 6 | [ansible](https://github.com/ansible/ansible) | 55853 | 22802 | Python | 648 | 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. | 2022-12-28T13:44:53Z |
| 7 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 52439 | 23800 | Python | 1545 | scikit-learn: machine learning in Python | 2022-12-28T19:18:26Z |
| 8 | [cpython](https://github.com/python/cpython) | 49703 | 25303 | Python | 6680 | The Python programming language | 2022-12-29T01:40:53Z |
| 9 | [manim](https://github.com/3b1b/manim) | 48839 | 5169 | Python | 352 | Animation engine for explanatory math videos | 2022-12-29T02:52:12Z |
| 10 | [scrapy](https://github.com/scrapy/scrapy) | 45464 | 9815 | Python | 507 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2022-12-27T10:32:34Z |
| 11 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 44281 | 2105 | Python | 60 | 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. | 2022-11-22T09:39:18Z |
| 12 | [faceswap](https://github.com/deepfakes/faceswap) | 43071 | 12024 | Python | 17 | Deepfakes Software For All | 2022-12-20T16:03:25Z |
| 13 | [rich](https://github.com/Textualize/rich) | 41344 | 1457 | Python | 63 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2022-12-28T11:09:33Z |
| 14 | [Real-Time-Voice-Cloning](https://github.com/CorentinJ/Real-Time-Voice-Cloning) | 38470 | 7000 | Python | 96 | Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2022-09-09T08:47:59Z |
| 15 | [sherlock](https://github.com/sherlock-project/sherlock) | 38102 | 4504 | Python | 102 | 🔎 Hunt down social media accounts by username across social networks | 2022-12-28T12:44:40Z |
| 16 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 36953 | 8304 | 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。 | 2022-12-14T02:17:31Z |
| 17 | [yt-dlp](https://github.com/yt-dlp/yt-dlp) | 36900 | 3058 | Python | 797 | A youtube-dl fork with additional features and fixes | 2022-12-28T21:54:50Z |
| 18 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 36536 | 4926 | 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 |
| 19 | [pandas](https://github.com/pandas-dev/pandas) | 36359 | 15555 | Python | 3519 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2022-12-29T02:11:15Z |
| 20 | [DeepFaceLab](https://github.com/iperov/DeepFaceLab) | 36337 | 8198 | Python | 481 | DeepFaceLab is the leading software for creating deepfakes. | 2022-12-08T14:40:50Z |
| 21 | [python-patterns](https://github.com/faif/python-patterns) | 36130 | 6680 | Python | 9 | A collection of design patterns/idioms in Python | 2022-08-21T11:22:06Z |
| 22 | [interview_internal_reference](https://github.com/0voice/interview_internal_reference) | 34335 | 9208 | 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 |
| 23 | [bert](https://github.com/google-research/bert) | 32829 | 8974 | Python | 771 | TensorFlow code and pre-trained models for BERT | 2022-11-22T07:39:15Z |
| 24 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 31275 | 5689 | Python | 8 | Comprehensive Python Cheatsheet | 2022-12-27T21:18:40Z |
| 25 | [black](https://github.com/psf/black) | 30676 | 1962 | Python | 329 | The uncompromising Python code formatter | 2022-12-26T14:32:49Z |
| 26 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 29654 | 3575 | Python | 250 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2022-12-17T18:53:17Z |
| 27 | [gym](https://github.com/openai/gym) | 29538 | 8138 | Python | 30 | A toolkit for developing and comparing reinforcement learning algorithms. | 2022-11-23T06:34:20Z |
| 28 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 26671 | 4277 | Python | 33 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2022-10-02T09:13:36Z |
| 29 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 25394 | 7539 | Python | 64 | PyTorch Tutorial for Deep Learning Researchers | 2022-11-28T12:57:40Z |
| 30 | [spaCy](https://github.com/explosion/spaCy) | 24873 | 4003 | Python | 74 | 💫 Industrial-strength Natural Language Processing (NLP) in Python | 2022-12-28T11:29:15Z |
| 31 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 24679 | 6415 | Python | 70 | Web APIs for Django. 🎸 | 2022-12-28T19:25:16Z |
| 32 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 24450 | 7429 | 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 |
| 33 | [tqdm](https://github.com/tqdm/tqdm) | 23654 | 1202 | Python | 317 | A Fast, Extensible Progress Bar for Python and CLI | 2022-12-25T02:31:25Z |
| 34 | [python-fire](https://github.com/google/python-fire) | 23575 | 1357 | Python | 104 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2022-12-23T13:27:14Z |
| 35 | [pipenv](https://github.com/pypa/pipenv) | 23515 | 1809 | Python | 209 |  Python Development Workflow for Humans. | 2022-12-28T20:34:49Z |
| 36 | [detectron2](https://github.com/facebookresearch/detectron2) | 23194 | 6326 | Python | 268 | Detectron2 is a platform for object detection, segmentation and other visual recognition tasks. | 2022-12-28T11:15:52Z |
| 37 | [Depix](https://github.com/beurtschipper/Depix) | 23102 | 2824 | Python | 0 | Recovers passwords from pixelized screenshots | 2022-09-07T17:09:00Z |
| 38 | [poetry](https://github.com/python-poetry/poetry) | 23045 | 1862 | Python | 575 | Python packaging and dependency management made easy | 2022-12-28T11:23:57Z |
| 39 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 22522 | 11183 | Python | 1810 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2022-12-28T13:15:48Z |
| 40 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 22490 | 3261 | Python | 29 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2022-12-28T18:48:53Z |
| 41 | [mmdetection](https://github.com/open-mmlab/mmdetection) | 22481 | 8191 | Python | 511 | OpenMMLab Detection Toolbox and Benchmark | 2022-12-29T03:03:25Z |
| 42 | [professional-programming](https://github.com/charlax/professional-programming) | 22327 | 1962 | Python | 0 | A collection of learning resources for curious software engineers | 2022-11-28T03:03:41Z |
| 43 | [numpy](https://github.com/numpy/numpy) | 22316 | 7630 | Python | 1952 | The fundamental package for scientific computing with Python. | 2022-12-28T22:49:20Z |
| 44 | [glances](https://github.com/nicolargo/glances) | 21977 | 1339 | Python | 242 | 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 |
| 45 | [algorithms](https://github.com/keon/algorithms) | 21968 | 4422 | Python | 59 | Minimal examples of data structures and algorithms in Python | 2022-12-25T14:36:59Z |
| 46 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 21822 | 4282 | 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 |
| 47 | [algo](https://github.com/wangzheng0822/algo) | 21608 | 6904 | 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 |
| 48 | [linkedin-skill-assessments-quizzes](https://github.com/Ebazhanov/linkedin-skill-assessments-quizzes) | 21550 | 11708 | Python | 24 | 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  | 2022-12-29T02:16:01Z |
| 49 | [jax](https://github.com/google/jax) | 21302 | 1996 | Python | 975 | Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more | 2022-12-29T02:44:44Z |
| 50 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 21185 | 3545 | 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. | 2022-12-01T13:01:59Z |
| 51 | [spleeter](https://github.com/deezer/spleeter) | 21124 | 2341 | Python | 155 | Deezer source separation library including pretrained models. | 2022-12-27T17:16:58Z |
| 52 | [lightning](https://github.com/Lightning-AI/lightning) | 21055 | 2693 | Python | 561 | Build and train PyTorch models and connect them to the ML lifecycle using Lightning App templates, without handling DIY infrastructure, cost management, scaling, and other headaches. | 2022-12-28T10:52:20Z |
| 53 | [celery](https://github.com/celery/celery) | 20702 | 4401 | Python | 527 | Distributed Task Queue (development branch) | 2022-12-26T18:31:25Z |
| 54 | [fairseq](https://github.com/facebookresearch/fairseq) | 20437 | 5123 | Python | 760 | Facebook AI Research Sequence-to-Sequence Toolkit written in Python. | 2022-12-26T10:19:56Z |
| 55 | [locust](https://github.com/locustio/locust) | 20380 | 2606 | Python | 10 | Scalable load testing tool written in Python | 2022-12-27T20:11:01Z |
| 56 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 19794 | 1408 | Python | 11 | Guide to securing and improving privacy on macOS | 2022-12-26T19:09:54Z |
| 57 | [vnpy](https://github.com/vnpy/vnpy) | 19677 | 7606 | Python | 7 | 基于Python的开源量化交易平台开发框架 | 2022-12-27T01:33:47Z |
| 58 | [jumpserver](https://github.com/jumpserver/jumpserver) | 19620 | 4775 | Python | 83 | 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。 | 2022-12-28T11:30:16Z |
| 59 | [pytorch-CycleGAN-and-pix2pix](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) | 18964 | 5620 | Python | 445 | Image-to-Image Translation in PyTorch | 2022-12-20T21:51:56Z |
| 60 | [cookiecutter](https://github.com/cookiecutter/cookiecutter) | 18624 | 1764 | 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 |