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 | [public-apis](https://github.com/public-apis/public-apis) | 220625 | 25246 | Python | 14 | A collective list of free APIs | 2022-12-19T15:15:28Z |
| 2 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 205990 | 37020 | Python | 167 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2022-12-19T02:00:15Z |
| 3 | [Python](https://github.com/TheAlgorithms/Python) | 150159 | 38571 | Python | 6 | All Algorithms implemented in Python | 2022-12-20T19:52:43Z |
| 4 | [Python-100-Days](https://github.com/jackfrued/Python-100-Days) | 128821 | 47743 | Python | 492 | Python - 100天从新手到大师 | 2022-12-13T03:00:17Z |
| 5 | [transformers](https://github.com/huggingface/transformers) | 76545 | 17288 | Python | 440 | 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX. | 2022-12-20T21:46:10Z |
| 6 | [thefuck](https://github.com/nvbn/thefuck) | 74894 | 3303 | Python | 208 | Magnificent app which corrects your previous console command. | 2022-12-15T16:07:57Z |
| 7 | [models](https://github.com/tensorflow/models) | 74894 | 46125 | Python | 1072 | Models and examples built with TensorFlow | 2022-12-21T01:37:24Z |
| 8 | [flask](https://github.com/pallets/flask) | 61356 | 15358 | Python | 8 | The Python micro framework for building web applications. | 2022-12-20T05:28:11Z |
| 9 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 57015 | 13719 | Python | 0 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2022-12-16T06:03:41Z |
| 10 | [keras](https://github.com/keras-team/keras) | 56890 | 19231 | Python | 262 | Deep Learning for humans | 2022-12-21T00:05:59Z |
| 11 | [fastapi](https://github.com/tiangolo/fastapi) | 52637 | 4310 | Python | 900 | FastAPI framework, high performance, easy to learn, fast to code, ready for production | 2022-12-20T17:54:20Z |
| 12 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 52372 | 23789 | Python | 1545 | scikit-learn: machine learning in Python | 2022-12-20T18:47:36Z |
| 13 | [scrapy](https://github.com/scrapy/scrapy) | 45408 | 9810 | Python | 508 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2022-12-21T00:54:12Z |
| 14 | [faceswap](https://github.com/deepfakes/faceswap) | 43016 | 12014 | Python | 15 | Deepfakes Software For All | 2022-12-20T16:03:25Z |
| 15 | [rich](https://github.com/Textualize/rich) | 41175 | 1451 | Python | 61 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2022-12-19T14:37:44Z |
| 16 | [Real-Time-Voice-Cloning](https://github.com/CorentinJ/Real-Time-Voice-Cloning) | 38358 | 6978 | Python | 96 | Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2022-09-09T08:47:59Z |
| 17 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 36866 | 8291 | 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 |
| 18 | [yt-dlp](https://github.com/yt-dlp/yt-dlp) | 36569 | 3021 | Python | 783 | A youtube-dl fork with additional features and fixes | 2022-12-21T00:55:47Z |
| 19 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 36457 | 4922 | Python | 193 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2022-12-15T22:10:09Z |
| 20 | [DeepFaceLab](https://github.com/iperov/DeepFaceLab) | 36230 | 8170 | Python | 481 | DeepFaceLab is the leading software for creating deepfakes. | 2022-12-08T14:40:50Z |
| 21 | [python-patterns](https://github.com/faif/python-patterns) | 36066 | 6671 | Python | 9 | A collection of design patterns/idioms in Python | 2022-08-21T11:22:06Z |
| 22 | [devops-exercises](https://github.com/bregman-arie/devops-exercises) | 34792 | 7803 | Python | 13 | Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions | 2022-12-20T12:23:28Z |
| 23 | [ailearning](https://github.com/apachecn/ailearning) | 34396 | 10998 | Python | 4 | AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2 | 2022-07-07T13:48:44Z |
| 24 | [interview_internal_reference](https://github.com/0voice/interview_internal_reference) | 34323 | 9204 | 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 |
| 25 | [yolov5](https://github.com/ultralytics/yolov5) | 33875 | 12272 | Python | 269 | YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite | 2022-12-21T01:19:46Z |
| 26 | [XX-Net](https://github.com/XX-net/XX-Net) | 31566 | 7764 | Python | 7853 | A proxy tool to bypass GFW. | 2022-12-17T01:44:02Z |
| 27 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 30864 | 5649 | Python | 7 | Comprehensive Python Cheatsheet | 2022-12-19T14:35:35Z |
| 28 | [black](https://github.com/psf/black) | 30490 | 1954 | Python | 329 | The uncompromising Python code formatter | 2022-12-21T01:58:02Z |
| 29 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 29600 | 3569 | Python | 249 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2022-12-17T18:53:17Z |
| 30 | [HanLP](https://github.com/hankcs/HanLP) | 27683 | 7674 | Python | 6 | 中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理 | 2022-12-07T22:28:39Z |
| 31 | [linux-insides](https://github.com/0xAX/linux-insides) | 27611 | 3124 | Python | 24 | A little bit about a linux kernel | 2022-12-05T06:07:36Z |
| 32 | [Python](https://github.com/geekcomputers/Python) | 26859 | 11300 | Python | 189 | My Python Examples | 2022-12-19T18:15:01Z |
| 33 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 26646 | 4276 | Python | 33 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2022-10-02T09:13:36Z |
| 34 | [stable-diffusion-webui](https://github.com/AUTOMATIC1111/stable-diffusion-webui) | 25706 | 4664 | Python | 1409 | Stable Diffusion web UI | 2022-12-21T02:30:10Z |
| 35 | [MockingBird](https://github.com/babysor/MockingBird) | 25471 | 3766 | Python | 345 | 🚀AI拟声: 5秒内克隆您的声音并生成任意语音内容 Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2022-12-16T03:16:25Z |
| 36 | [Detectron](https://github.com/facebookresearch/Detectron) | 25466 | 5481 | Python | 304 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2021-08-30T20:51:37Z |
| 37 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 25366 | 7534 | Python | 64 | PyTorch Tutorial for Deep Learning Researchers | 2022-11-28T12:57:40Z |
| 38 | [spaCy](https://github.com/explosion/spaCy) | 24804 | 3993 | Python | 75 | 💫 Industrial-strength Natural Language Processing (NLP) in Python | 2022-12-21T02:47:27Z |
| 39 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 24648 | 6409 | Python | 75 | Web APIs for Django. 🎸 | 2022-12-17T11:56:44Z |
| 40 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 24424 | 7422 | 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 |
| 41 | [tqdm](https://github.com/tqdm/tqdm) | 23599 | 1203 | Python | 314 | A Fast, Extensible Progress Bar for Python and CLI | 2022-12-18T02:34:10Z |
| 42 | [pipenv](https://github.com/pypa/pipenv) | 23510 | 1808 | Python | 213 |  Python Development Workflow for Humans. | 2022-12-20T09:32:17Z |
| 43 | [hackingtool](https://github.com/Z4nzu/hackingtool) | 23491 | 2862 | Python | 77 | ALL IN ONE Hacking Tool For Hackers | 2022-12-17T23:09:52Z |
| 44 | [ray](https://github.com/ray-project/ray) | 23146 | 4073 | Python | 2446 | Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads. | 2022-12-21T02:46:50Z |
| 45 | [Depix](https://github.com/beurtschipper/Depix) | 23069 | 2818 | Python | 0 | Recovers passwords from pixelized screenshots | 2022-09-07T17:09:00Z |
| 46 | [ItChat](https://github.com/littlecodersh/ItChat) | 22697 | 5291 | Python | 242 | A complete and graceful API for Wechat. 微信个人号接口、微信机器人及命令行微信，三十行即可自定义个人号机器人。 | 2022-11-11T02:49:43Z |
| 47 | [pytorch-image-models](https://github.com/rwightman/pytorch-image-models) | 22590 | 3762 | Python | 66 | PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more | 2022-12-17T05:50:36Z |
| 48 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 22510 | 11181 | Python | 1808 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2022-12-01T13:49:38Z |
| 49 | [mmdetection](https://github.com/open-mmlab/mmdetection) | 22436 | 8177 | Python | 509 | OpenMMLab Detection Toolbox and Benchmark | 2022-12-21T02:05:21Z |
| 50 | [professional-programming](https://github.com/charlax/professional-programming) | 22287 | 1959 | Python | 0 | A collection of learning resources for curious software engineers | 2022-11-28T03:03:41Z |
| 51 | [hosts](https://github.com/StevenBlack/hosts) | 22041 | 1893 | Python | 33 | 🔒 Consolidating and extending hosts files from several well-curated sources. Optionally pick extensions for porn, social media, and other categories. | 2022-12-20T16:40:11Z |
| 52 | [glances](https://github.com/nicolargo/glances) | 21948 | 1340 | Python | 239 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2022-12-20T22:03:13Z |
| 53 | [algorithms](https://github.com/keon/algorithms) | 21946 | 4426 | Python | 59 | Minimal examples of data structures and algorithms in Python | 2022-12-19T10:36:43Z |
| 54 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 21761 | 4272 | 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 |
| 55 | [cascadia-code](https://github.com/microsoft/cascadia-code) | 21613 | 721 | Python | 101 | 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 |
| 56 | [algo](https://github.com/wangzheng0822/algo) | 21601 | 6905 | 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 |
| 57 | [linkedin-skill-assessments-quizzes](https://github.com/Ebazhanov/linkedin-skill-assessments-quizzes) | 21359 | 11605 | Python | 23 | 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  | 2022-12-19T22:42:23Z |
| 58 | [jax](https://github.com/google/jax) | 21247 | 1992 | Python | 967 | Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more | 2022-12-21T00:50:15Z |
| 59 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 21165 | 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. | 2022-12-01T13:01:59Z |
| 60 | [spleeter](https://github.com/deezer/spleeter) | 21075 | 2334 | Python | 155 | Deezer source separation library including pretrained models. | 2022-12-09T07:45:26Z |