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Github Ranking
Top 100 Stars in Python
| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
|---|---|---|---|---|---|---|---|
| 1 | system-design-primer | 174004 | 31976 | Python | 154 | Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards. | 2022-03-30T22:02:33Z |
| 2 | Python | 134598 | 35293 | Python | 22 | All Algorithms implemented in Python | 2022-04-16T11:54:18Z |
| 3 | awesome-python | 123860 | 21075 | Python | 7 | A curated list of awesome Python frameworks, libraries, software and resources | 2022-04-15T23:19:07Z |
| 4 | Python-100-Days | 117243 | 45218 | Python | 456 | Python - 100天从新手到大师 | 2022-04-11T10:22:27Z |
| 5 | youtube-dl | 108630 | 7622 | Python | 4050 | Command-line program to download videos from YouTube.com and other video sites | 2022-04-15T15:12:38Z |
| 6 | models | 73334 | 45728 | Python | 1152 | Models and examples built with TensorFlow | 2022-04-15T20:06:18Z |
| 7 | thefuck | 70200 | 3175 | Python | 197 | Magnificent app which corrects your previous console command. | 2022-04-12T15:13:58Z |
| 8 | django | 63499 | 26976 | Python | 0 | The Web framework for perfectionists with deadlines. | 2022-04-16T01:50:00Z |
| 9 | transformers | 61082 | 14522 | Python | 398 | 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX. | 2022-04-16T10:56:13Z |
| 10 | flask | 58602 | 14994 | Python | 13 | The Python micro framework for building web applications. | 2022-04-15T01:27:53Z |
| 11 | keras | 54941 | 19064 | Python | 252 | Deep Learning for humans | 2022-04-16T11:32:17Z |
| 12 | HelloGitHub | 54023 | 7754 | Python | 22 | :octocat: 分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub. | 2022-03-28T00:39:38Z |
| 13 | ansible | 52813 | 21798 | Python | 813 | 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. | 2022-04-15T02:13:49Z |
| 14 | scikit-learn | 49698 | 22919 | Python | 1612 | scikit-learn: machine learning in Python | 2022-04-15T18:49:08Z |
| 15 | requests | 47242 | 8709 | Python | 171 | A simple, yet elegant, HTTP library. | 2022-04-12T04:37:35Z |
| 16 | cpython | 44108 | 22782 | Python | 7094 | The Python programming language | 2022-04-16T11:43:36Z |
| 17 | manim | 43821 | 4806 | Python | 320 | Animation engine for explanatory math videos | 2022-04-16T08:32:13Z |
| 18 | big-list-of-naughty-strings | 42191 | 2013 | Python | 55 | 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. | 2022-01-28T15:01:25Z |
| 19 | faceswap | 40788 | 11617 | Python | 22 | Deepfakes Software For All | 2022-04-11T17:10:13Z |
| 20 | rich | 36543 | 1192 | Python | 39 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2022-04-14T15:38:25Z |
| 21 | interview_internal_reference | 33632 | 9090 | 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 |
| 22 | pandas | 33419 | 14287 | Python | 3375 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2022-04-16T00:42:09Z |
| 23 | shadowsocks | 33147 | 19396 | Python | 0 | None | 2022-02-02T12:02:28Z |
| 24 | Deep-Learning-Papers-Reading-Roadmap | 32047 | 6863 | Python | 44 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2022-02-07T08:21:30Z |
| 25 | d2l-zh | 31482 | 7461 | 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55个国家的300所大学用于教学。 | 2022-04-15T09:37:50Z |
| 26 | bert | 30949 | 8651 | Python | 754 | TensorFlow code and pre-trained models for BERT | 2022-02-26T05:40:25Z |
| 27 | sherlock | 30738 | 3526 | Python | 76 | 🔎 Hunt down social media accounts by username across social networks | 2022-04-15T13:12:06Z |
| 28 | sentry | 30629 | 3435 | Python | 350 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2022-04-16T00:54:44Z |
| 29 | 12306 | 30575 | 9466 | Python | 209 | 12306智能刷票，订票 | 2022-02-10T00:14:03Z |
| 30 | python-cheatsheet | 28797 | 5266 | Python | 8 | Comprehensive Python Cheatsheet | 2022-04-15T09:29:04Z |
| 31 | cheat.sh | 28673 | 1458 | Python | 92 | the only cheat sheet you need | 2022-03-31T14:17:52Z |
| 32 | wtfpython | 28539 | 2376 | Python | 45 | What the f*ck Python? 😱 | 2022-04-04T10:32:41Z |
| 33 | jieba | 28307 | 6547 | Python | 588 | 结巴中文分词 | 2022-04-07T12:41:40Z |
| 34 | gym | 27225 | 7757 | Python | 97 | A toolkit for developing and comparing reinforcement learning algorithms. | 2022-04-16T10:15:14Z |
| 35 | black | 26965 | 1710 | Python | 301 | The uncompromising Python code formatter | 2022-04-15T17:11:07Z |
| 36 | airflow | 25479 | 10401 | Python | 784 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2022-04-16T11:20:25Z |
| 37 | interactive-coding-challenges | 25153 | 4084 | Python | 33 | 120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards. | 2021-04-11T09:48:23Z |
| 38 | Python | 25089 | 10806 | Python | 154 | My Python Examples | 2022-04-06T19:40:19Z |
| 39 | Detectron | 25067 | 5457 | Python | 301 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2021-08-30T20:51:37Z |
| 40 | linux-insides | 24453 | 2880 | Python | 41 | A little bit about a linux kernel | 2022-03-28T20:05:35Z |
| 41 | black | 26965 | 1710 | Python | 301 | The uncompromising Python code formatter | 2022-04-15T17:11:07Z |
| 42 | mitmproxy | 26697 | 3292 | Python | 228 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2022-04-16T09:23:55Z |
| 43 | HanLP | 25607 | 6893 | Python | 3 | 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 | 2022-04-16T04:31:38Z |
| 44 | airflow | 25479 | 10401 | Python | 784 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2022-04-16T11:20:25Z |
| 45 | interactive-coding-challenges | 25153 | 4084 | Python | 33 | 120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards. | 2021-04-11T09:48:23Z |
| 46 | Python | 25089 | 10806 | Python | 154 | My Python Examples | 2022-04-06T19:40:19Z |
| 47 | Detectron | 25067 | 5457 | Python | 301 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2021-08-30T20:51:37Z |
| 48 | linux-insides | 24453 | 2880 | Python | 41 | A little bit about a linux kernel | 2022-03-28T20:05:35Z |
| 49 | YouCompleteMe | 23889 | 2762 | Python | 7 | A code-completion engine for Vim | 2022-04-04T16:29:57Z |
| 50 | pytorch-tutorial | 23498 | 7190 | Python | 62 | PyTorch Tutorial for Deep Learning Researchers | 2021-10-16T07:35:35Z |
| 51 | django-rest-framework | 23184 | 6119 | Python | 120 | Web APIs for Django. 🎸 | 2022-04-14T20:00:38Z |
| 52 | sqlmap | 23172 | 4787 | Python | 45 | Automatic SQL injection and database takeover tool | 2022-04-07T15:12:40Z |
| 53 | spaCy | 23150 | 3803 | Python | 79 | 💫 Industrial-strength Natural Language Processing (NLP) in Python | 2022-04-15T13:41:09Z |
| 54 | yt-dlp | 22973 | 1759 | Python | 492 | A youtube-dl fork with additional features and fixes | 2022-04-16T02:44:30Z |
| 55 | data-science-ipython-notebooks | 22951 | 7115 | Python | 10 | 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. | 2022-04-03T07:14:56Z |
| 56 | pipenv | 22890 | 1732 | Python | 448 | Python Development Workflow for Humans. | 2022-04-14T08:36:22Z |
| 57 | python-fire | 22164 | 1291 | Python | 103 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2022-04-14T14:54:04Z |
| 58 | ItChat | 22130 | 5231 | Python | 233 | 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。 | 2021-03-31T05:56:33Z |
| 59 | Mask_RCNN | 21536 | 10727 | Python | 1737 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2022-04-04T05:39:06Z |
| 60 | ML-From-Scratch | 20985 | 4137 | Python | 29 | 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. | 2021-06-28T14:08:14Z |
| 61 | hosts | 20469 | 1803 | Python | 25 | 🔒 Consolidating and extending hosts files from several well-curated sources. Optionally pick extensions for porn, social media, and other categories. | 2022-04-13T15:48:10Z |
| 62 | CheatSheetSeries | 20384 | 2895 | Python | 34 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2022-04-16T07:38:09Z |
| 63 | glances | 20286 | 1288 | Python | 213 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2022-04-15T13:50:40Z |
| 64 | numpy | 20155 | 6787 | Python | 2047 | The fundamental package for scientific computing with Python. | 2022-04-16T11:04:00Z |
| 65 | ray | 19948 | 3460 | Python | 1984 | An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library. | 2022-04-16T09:57:46Z |
| 66 | NLP-progress | 19976 | 3408 | Python | 30 | 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. | 2022-04-09T09:39:53Z |
| 67 | PaddleOCR | 19922 | 4201 | Python | 1050 | Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices) | 2022-04-15T13:43:43Z |
| 68 | cascadia-code | 19633 | 663 | Python | 74 | 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. | 2021-12-13T22:39:07Z |
| 69 | spleeter | 19325 | 2133 | Python | 128 | Deezer source separation library including pretrained models. | 2022-04-01T09:36:16Z |
| 70 | poetry | 19270 | 1594 | Python | 1115 | Python dependency management and packaging made easy. | 2022-04-16T11:33:47Z |
| 71 | mmdetection | 19157 | 7043 | Python | 493 | OpenMMLab Detection Toolbox and Benchmark | 2022-04-15T13:14:24Z |
| 72 | celery | 19124 | 4258 | Python | 478 | Distributed Task Queue (development branch) | 2022-04-16T10:56:06Z |
| 73 | GFPGAN | 19042 | 2943 | Python | 97 | GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration. | 2022-03-13T16:33:13Z |
| 74 | macOS-Security-and-Privacy-Guide | 19023 | 1369 | Python | 11 | Guide to securing and improving privacy on macOS | 2022-04-09T19:53:24Z |
| 75 | locust | 18644 | 2422 | Python | 21 | Scalable user load testing tool written in Python | 2022-04-16T07:33:03Z |
| 76 | jumpserver | 18301 | 4584 | Python | 152 | JumpServer 是全球首款开源的堡垒机，是符合 4A 的专业运维安全审计系统。 | 2022-04-15T13:33:20Z |
| 77 | vnpy | 18229 | 7208 | Python | 16 | 基于Python的开源量化交易平台开发框架 | 2022-04-15T10:03:24Z |
| 78 | python-telegram-bot | 18223 | 3993 | Python | 26 | We have made you a wrapper you can't refuse | 2022-04-13T20:09:34Z |
| 79 | pytorch-image-models | 17737 | 2963 | Python | 40 | PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more | 2022-04-09T08:30:57Z |
| 80 | magenta | 17541 | 3614 | Python | 304 | Magenta: Music and Art Generation with Machine Intelligence | 2022-04-16T00:54:37Z |
| 81 | glances | 20286 | 1288 | Python | 213 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2022-04-15T13:50:40Z |
| 82 | numpy | 20155 | 6787 | Python | 2047 | The fundamental package for scientific computing with Python. | 2022-04-16T11:04:00Z |
| 83 | ray | 19948 | 3460 | Python | 1984 | An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library. | 2022-04-16T09:57:46Z |
| 84 | NLP-progress | 19976 | 3408 | Python | 30 | 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. | 2022-04-09T09:39:53Z |
| 85 | PaddleOCR | 19922 | 4201 | Python | 1050 | Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices) | 2022-04-15T13:43:43Z |
| 86 | cascadia-code | 19633 | 663 | Python | 74 | 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. | 2021-12-13T22:39:07Z |
| 87 | spleeter | 19325 | 2133 | Python | 128 | Deezer source separation library including pretrained models. | 2022-04-01T09:36:16Z |
| 88 | poetry | 19270 | 1594 | Python | 1115 | Python dependency management and packaging made easy. | 2022-04-16T11:33:47Z |
| 89 | mmdetection | 19157 | 7043 | Python | 493 | OpenMMLab Detection Toolbox and Benchmark | 2022-04-15T13:14:24Z |
| 90 | celery | 19124 | 4258 | Python | 478 | Distributed Task Queue (development branch) | 2022-04-16T10:56:06Z |
| 91 | GFPGAN | 19042 | 2943 | Python | 97 | GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration. | 2022-03-13T16:33:13Z |
| 92 | macOS-Security-and-Privacy-Guide | 19023 | 1369 | Python | 11 | Guide to securing and improving privacy on macOS | 2022-04-09T19:53:24Z |
| 93 | locust | 18644 | 2422 | Python | 21 | Scalable user load testing tool written in Python | 2022-04-16T07:33:03Z |
| 94 | jumpserver | 18301 | 4584 | Python | 152 | JumpServer 是全球首款开源的堡垒机，是符合 4A 的专业运维安全审计系统。 | 2022-04-15T13:33:20Z |
| 95 | vnpy | 18229 | 7208 | Python | 16 | 基于Python的开源量化交易平台开发框架 | 2022-04-15T10:03:24Z |
| 96 | python-telegram-bot | 18223 | 3993 | Python | 26 | We have made you a wrapper you can't refuse | 2022-04-13T20:09:34Z |
| 97 | examples | 18197 | 8539 | Python | 136 | A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc. | 2022-04-15T20:55:53Z |
| 98 | pytorch-lightning | 18018 | 2296 | Python | 456 | The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate. | 2022-04-16T10:52:04Z |
| 99 | pytorch-image-models | 17737 | 2963 | Python | 40 | PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more | 2022-04-09T08:30:57Z |
| 100 | magenta | 17541 | 3614 | Python | 304 | Magenta: Music and Art Generation with Machine Intelligence | 2022-04-16T00:54:37Z |