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Github Ranking
Top 100 Stars in Python
| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
|---|---|---|---|---|---|---|---|
| 1 | Python | 158090 | 39944 | Python | 22 | All Algorithms implemented in Python | 2023-05-03T16:41:32Z |
| 2 | transformers | 97545 | 20174 | Python | 528 | 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX. | 2023-05-04T02:09:23Z |
| 3 | scikit-learn | 54052 | 24233 | Python | 1573 | scikit-learn: machine learning in Python | 2023-05-03T21:08:42Z |
| 4 | faceswap | 44681 | 12264 | Python | 19 | Deepfakes Software For All | 2023-04-27T14:49:52Z |
| 5 | CppCoreGuidelines | 37705 | 5079 | Python | 208 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2023-04-30T02:20:04Z |
| 6 | python-patterns | 37259 | 6774 | Python | 9 | A collection of design patterns/idioms in Python | 2023-01-27T22:41:14Z |
| 7 | Open-Assistant | 31443 | 2657 | Python | 391 | OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so. | 2023-05-03T22:47:08Z |
| 8 | ccxt | 28091 | 6911 | Python | 739 | A JavaScript / Python / PHP cryptocurrency trading API with support for more than 100 bitcoin/altcoin exchanges | 2023-05-04T02:59:23Z |
| 9 | spaCy | 26012 | 4107 | Python | 71 | 💫 Industrial-strength Natural Language Processing (NLP) in Python | 2023-05-03T13:33:25Z |
| 10 | django-rest-framework | 25459 | 6583 | Python | 72 | Web APIs for Django. 🎸 | 2023-05-03T23:33:15Z |
| 11 | data-science-ipython-notebooks | 25012 | 7570 | Python | 16 | 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. | 2023-04-01T06:59:21Z |
| 12 | linkedin-skill-assessments-quizzes | 24369 | 13101 | Python | 74 | 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 | 2023-05-02T16:17:50Z |
| 13 | Mask_RCNN | 22999 | 11412 | Python | 1830 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2023-05-02T10:57:42Z |
| 14 | algo | 21891 | 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 |
| 15 | celery | 21425 | 4475 | Python | 552 | Distributed Task Queue (development branch) | 2023-05-02T00:34:00Z |
| 16 | jumpserver | 20420 | 4862 | Python | 140 | 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。 | 2023-05-04T02:33:20Z |
| 17 | gpt-2 | 18929 | 4822 | Python | 115 | Code for the paper "Language Models are Unsupervised Multitask Learners" | 2023-02-02T16:27:01Z |
| 18 | pytorch_geometric | 17501 | 3212 | Python | 686 | Graph Neural Network Library for PyTorch | 2023-05-03T21:35:01Z |
| 19 | ddia | 17421 | 3769 | Python | 0 | 《Designing Data-Intensive Application》DDIA中文翻译 | 2023-04-05T05:33:16Z |
| 20 | luigi | 16517 | 2371 | Python | 86 | 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. | 2023-05-03T15:34:36Z |
| 21 | modern-cpp-features | 16500 | 1839 | Python | 7 | A cheatsheet of modern C++ language and library features. | 2023-03-18T18:08:31Z |
| 22 | rasa | 16070 | 4321 | Python | 2 | 💬 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 | 2023-05-04T01:29:18Z |
| 23 | game-programmer | 15978 | 1938 | Python | 23 | A Study Path for Game Programmer | 2023-04-14T08:07:17Z |
| 24 | pyspider | 15850 | 3674 | Python | 269 | A Powerful Spider(Web Crawler) System in Python. | 2023-04-16T12:41:59Z |
| 25 | twint | 14896 | 2568 | Python | 522 | An advanced Twitter scraping & OSINT tool written in Python that doesn't use Twitter's API, allowing you to scrape a user's followers, following, Tweets and more while evading most API limitations. | 2023-02-23T13:58:09Z |
| 26 | diffusers | 14251 | 2868 | Python | 227 | 🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch | 2023-05-04T02:32:16Z |
| 27 | aws-cli | 13716 | 3674 | Python | 385 | Universal Command Line Interface for Amazon Web Services | 2023-05-03T20:39:15Z |
| 28 | tensor2tensor | 13528 | 3252 | Python | 573 | Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research. | 2023-04-01T10:19:29Z |
| 29 | pydantic | 13527 | 1242 | Python | 323 | Data validation using Python type hints | 2023-05-03T21:27:20Z |
| 30 | aiohttp | 13516 | 1901 | Python | 382 | Asynchronous HTTP client/server framework for asyncio and Python | 2023-05-03T15:19:01Z |
| 31 | wxpy | 13486 | 2368 | Python | 295 | 微信机器人 / 可能是最优雅的微信个人号 API ✨✨ | 2019-07-14T17:59:47Z |
| 32 | Ciphey | 13294 | 810 | Python | 44 | ⚡ Automatically decrypt encryptions without knowing the key or cipher, decode encodings, and crack hashes ⚡ | 2023-02-06T03:27:39Z |
| 33 | horovod | 13243 | 2177 | Python | 334 | Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet. | 2023-05-01T21:57:24Z |
| 34 | salt | 13177 | 5410 | Python | 2469 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here: | 2023-05-04T02:41:01Z |
| 35 | networkx | 12588 | 2906 | Python | 178 | Network Analysis in Python | 2023-05-03T17:42:15Z |
| 36 | Hello-Python | 12255 | 832 | Python | 7 | Curso para aprender el lenguaje de programación Python desde cero y para principiantes. Más de 30 clases, 25 horas en vídeo, código y grupo de chat. Desde sus fundamentos hasta la creación de un API Backend con base de datos y más... | 2023-04-01T06:34:48Z |
| 37 | ml-stable-diffusion | 11919 | 540 | Python | 93 | Stable Diffusion with Core ML on Apple Silicon | 2023-05-02T22:09:13Z |
| 38 | nltk | 11896 | 2735 | Python | 227 | NLTK Source | 2023-04-30T23:44:03Z |
| 39 | Zappa | 11896 | 1251 | Python | 604 | Serverless Python | 2023-03-23T13:59:31Z |
| 40 | pyxel | 11805 | 752 | Python | 11 | A retro game engine for Python | 2023-04-29T01:49:46Z |
| 41 | dgl | 11666 | 2804 | Python | 300 | Python package built to ease deep learning on graph, on top of existing DL frameworks. | 2023-05-04T02:38:50Z |
| 42 | httpbin | 11661 | 1735 | Python | 128 | HTTP Request & Response Service, written in Python + Flask. | 2023-04-28T20:11:03Z |
| 43 | walle-web | 11638 | 2753 | Python | 380 | walle - 瓦力 Devops开源项目代码部署平台 | 2022-01-06T22:27:38Z |
| 44 | clip-as-service | 11580 | 2022 | Python | 263 | 🏄 Embed/reason/rank images and sentences with CLIP models | 2023-04-19T08:27:20Z |
| 45 | tinygrad | 11373 | 1055 | Python | 35 | You like pytorch? You like micrograd? You love tinygrad! ❤️ | 2023-05-04T02:44:41Z |
| 46 | ChatPaper | 10903 | 1129 | Python | 31 | Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文总结+润色+审稿+审稿回复 | 2023-04-29T15:23:54Z |
| 47 | mycli | 10860 | 646 | Python | 182 | A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting. | 2023-04-20T20:09:20Z |
| 48 | fashion-mnist | 10796 | 2811 | Python | 26 | A MNIST-like fashion product database. Benchmark 👇 | 2022-06-13T20:36:21Z |
| 49 | Chinese-Word-Vectors | 10791 | 2255 | Python | 53 | 100+ Chinese Word Vectors 上百种预训练中文词向量 | 2023-01-03T03:48:04Z |
| 50 | fast-style-transfer | 10735 | 2643 | Python | 98 | TensorFlow CNN for fast style transfer ⚡🖥🎨🖼 | 2022-06-14T01:24:40Z |
| 51 | vit-pytorch | 13937 | 2315 | Python | 103 | Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch | 2023-05-02T15:03:29Z |
| 52 | click | 13795 | 1340 | Python | 94 | Python composable command line interface toolkit | 2023-05-03T16:37:54Z |
| 53 | powerline | 13789 | 999 | Python | 197 | Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile. | 2023-05-02T06:31:38Z |
| 54 | tensor2tensor | 13528 | 3252 | Python | 573 | Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research. | 2023-04-01T10:19:29Z |
| 55 | pydantic | 13527 | 1242 | Python | 323 | Data validation using Python type hints | 2023-05-03T21:27:20Z |
| 56 | wxpy | 13486 | 2368 | Python | 295 | 微信机器人 / 可能是最优雅的微信个人号 API ✨✨ | 2019-07-14T17:59:47Z |
| 57 | ranger | 13277 | 842 | Python | 674 | A VIM-inspired filemanager for the console | 2023-05-03T09:29:34Z |
| 58 | ChatterBot | 13211 | 4296 | Python | 329 | ChatterBot is a machine learning, conversational dialog engine for creating chat bots | 2023-03-13T14:12:28Z |
| 59 | salt | 13177 | 5410 | Python | 2469 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here: | 2023-05-04T02:41:01Z |
| 60 | requests-html | 13129 | 944 | Python | 163 | Pythonic HTML Parsing for Humans™ | 2023-04-17T10:54:25Z |
| 61 | facenet | 13014 | 4800 | Python | 497 | Face recognition using Tensorflow | 2023-03-25T00:05:44Z |
| 62 | label-studio | 12837 | 1531 | Python | 393 | Label Studio is a multi-type data labeling and annotation tool with standardized output format | 2023-05-03T19:47:59Z |
| 63 | discord.py | 12729 | 3617 | Python | 60 | An API wrapper for Discord written in Python. | 2023-05-03T00:19:21Z |
| 64 | newspaper | 12705 | 2018 | Python | 398 | News, full-text, and article metadata extraction in Python 3. Advanced docs: | 2023-04-25T07:57:09Z |
| 65 | Hello-Python | 12255 | 832 | Python | 7 | Curso para aprender el lenguaje de programación Python desde cero y para principiantes. Más de 30 clases, 25 horas en vídeo, código y grupo de chat. Desde sus fundamentos hasta la creación de un API Backend con base de datos y más... | 2023-04-01T06:34:48Z |
| 66 | awx | 12172 | 3102 | Python | 1338 | AWX provides a web-based user interface, REST API, and task engine built on top of Ansible. It is one of the upstream projects for Red Hat Ansible Automation Platform. | 2023-05-03T21:19:41Z |
| 67 | examples-of-web-crawlers | 12029 | 3623 | 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 |
| 68 | mailinabox | 12016 | 1334 | Python | 453 | Mail-in-a-Box helps individuals take back control of their email by defining a one-click, easy-to-deploy SMTP+everything else server: a mail server in a box. | 2023-04-13T11:20:47Z |
| 69 | nltk | 11896 | 2735 | Python | 227 | NLTK Source | 2023-04-30T23:44:03Z |
| 70 | Zappa | 11896 | 1251 | Python | 604 | Serverless Python | 2023-03-23T13:59:31Z |
| 71 | pyxel | 11805 | 752 | Python | 11 | A retro game engine for Python | 2023-04-29T01:49:46Z |
| 72 | dgl | 11666 | 2804 | Python | 300 | Python package built to ease deep learning on graph, on top of existing DL frameworks. | 2023-05-04T02:38:50Z |
| 73 | pix2code | 11660 | 1382 | Python | 0 | pix2code: Generating Code from a Graphical User Interface Screenshot | 2023-02-20T14:51:25Z |
| 74 | PaddleHub | 11635 | 2036 | Python | 539 | 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 |
| 75 | clip-as-service | 11580 | 2022 | Python | 263 | 🏄 Embed/reason/rank images and sentences with CLIP models | 2023-04-19T08:27:20Z |
| 76 | spotify-downloader | 11492 | 1254 | Python | 11 | Download your Spotify playlists and songs along with album art and metadata (from YouTube if a match is found). | 2023-05-01T12:08:32Z |
| 77 | dvc | 11454 | 1055 | Python | 578 | 🦉 Data Version Control | Git for Data & Models | ML Experiments Management | 2023-05-04T02:58:27Z |
| 78 | DeepFaceLive | 11240 | 1505 | Python | 1 | Real-time face swap for PC streaming or video calls | 2023-04-27T06:46:21Z |
| 79 | impacket | 11046 | 3147 | Python | 163 | Impacket is a collection of Python classes for working with network protocols. | 2023-05-03T07:18:49Z |
| 80 | dask | 10974 | 1613 | Python | 753 | Parallel computing with task scheduling | 2023-05-04T00:36:17Z |
| 81 | ChatPaper | 10903 | 1129 | Python | 31 | Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文总结+润色+审稿+审稿回复 | 2023-04-29T15:23:54Z |
| 82 | mycli | 10860 | 646 | Python | 182 | A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting. | 2023-04-20T20:09:20Z |
| 83 | qlib | 10832 | 1933 | Python | 183 | Qlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you can easily try your ideas to create better Quant investment strategies. An increasing number of SOTA Quant research works/papers are released in Qlib. | 2023-04-28T09:48:40Z |
| 84 | Pillow | 10780 | 2034 | Python | 83 | Python Imaging Library (Fork) | 2023-05-03T22:16:08Z |
| 85 | backtrader | 10590 | 3285 | Python | 0 | Python Backtesting library for trading strategies | 2023-04-19T14:14:56Z |
| 86 | memray | 10475 | 308 | Python | 20 | Memray is a memory profiler for Python | 2023-05-01T21:02:37Z |
| 87 | moviepy | 10407 | 1371 | Python | 297 | Video editing with Python | 2023-05-02T13:23:47Z |
| 88 | stylegan2 | 10354 | 2491 | Python | 0 | StyleGAN2 - Official TensorFlow Implementation | 2023-04-03T22:07:58Z |
| 89 | sentence-transformers | 10282 | 1965 | Python | 900 | Multilingual Sentence & Image Embeddings with BERT | 2023-05-02T14:16:04Z |
| 90 | DALL-E | 10219 | 1878 | Python | 53 | PyTorch package for the discrete VAE used for DALL·E. | 2023-04-04T06:03:19Z |
| 91 | faceai | 10052 | 2448 | Python | 33 | 一款入门级的人脸、视频、文字检测以及识别的项目. | 2020-04-16T12:16:19Z |
| 92 | pyodide | 9988 | 647 | Python | 325 | Pyodide is a Python distribution for the browser and Node.js based on WebAssembly | 2023-05-04T02:26:47Z |
| 93 | abu | 9896 | 3449 | Python | 0 | 阿布量化交易系统(股票，期权，期货，比特币，机器学习) 基于python的开源量化交易，量化投资架构 | 2023-03-01T14:31:45Z |
| 94 | neural-doodle | 9862 | 927 | Python | 0 | Turn your two-bit doodles into fine artworks with deep neural networks, generate seamless textures from photos, transfer style from one image to another, perform example-based upscaling, but wait... there's more! (An implementation of Semantic Style Transfer.) | 2020-10-01T16:54:52Z |
| 95 | sshuttle | 9852 | 653 | Python | 155 | Transparent proxy server that works as a poor man's VPN. Forwards over ssh. Doesn't require admin. Works with Linux and MacOS. Supports DNS tunneling. | 2023-05-03T10:57:39Z |
| 96 | chalice | 9704 | 995 | Python | 374 | Python Serverless Microframework for AWS | 2023-04-25T01:17:28Z |
| 97 | Statistical-Learning-Method_Code | 9625 | 2743 | Python | 13 | 手写实现李航《统计学习方法》书中全部算法 | 2022-11-29T05:12:39Z |
| 98 | amazing-qr | 9616 | 1521 | Python | 51 | 💮 amazing QRCode generator in Python (supporting animated gif) - Python amazing 二维码生成器（支持 gif 动态图片二维码） | 2023-04-14T19:39:22Z |
| 99 | Photon | 9586 | 1391 | Python | 35 | Incredibly fast crawler designed for OSINT. | 2022-12-26T16:11:37Z |
| 100 | termtosvg | 9578 | 433 | Python | 11 | Record terminal sessions as SVG animations | 2020-06-16T11:01:41Z |