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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 | 195250 | 35222 | Python | 164 | Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards. | 2022-09-03T21:37:58Z |
| 2 | Python | 142840 | 36558 | Python | 28 | All Algorithms implemented in Python | 2022-09-05T01:52:18Z |
| 3 | awesome-python | 140018 | 21787 | Python | 32 | A curated list of awesome Python frameworks, libraries, software and resources | 2022-09-01T07:43:23Z |
| 4 | Python-100-Days | 123755 | 46616 | Python | 481 | Python - 100天从新手到大师 | 2022-08-31T05:14:51Z |
| 5 | models | 74307 | 45995 | Python | 1119 | Models and examples built with TensorFlow | 2022-09-04T00:03:33Z |
| 6 | thefuck | 73155 | 3242 | Python | 196 | Magnificent app which corrects your previous console command. | 2022-08-31T20:55:43Z |
| 7 | transformers | 69546 | 16021 | Python | 399 | 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX. | 2022-09-05T02:13:29Z |
| 8 | flask | 60429 | 15219 | Python | 2 | The Python micro framework for building web applications. | 2022-09-02T15:53:09Z |
| 9 | scikit-learn | 51267 | 23384 | Python | 1542 | scikit-learn: machine learning in Python | 2022-09-05T00:04:12Z |
| 10 | manim | 46693 | 5028 | Python | 336 | Animation engine for explanatory math videos | 2022-08-27T04:18:34Z |
| 11 | faceswap | 42151 | 11892 | Python | 12 | Deepfakes Software For All | 2022-09-02T11:43:03Z |
| 12 | openpilot | 35775 | 6569 | Python | 176 | openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for over 200 supported car makes and models. | 2022-09-05T02:55:22Z |
| 13 | CppCoreGuidelines | 35337 | 4783 | Python | 194 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2022-08-31T12:45:54Z |
| 14 | sherlock | 35097 | 4114 | Python | 78 | 🔎 Hunt down social media accounts by username across social networks | 2022-08-31T13:11:56Z |
| 15 | python-patterns | 34967 | 6548 | Python | 11 | A collection of design patterns/idioms in Python | 2022-08-21T11:22:06Z |
| 16 | d2l-zh | 34676 | 7965 | 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个国家的400所大学用于教学。 | 2022-08-30T11:42:14Z |
| 17 | interview_internal_reference | 34037 | 9166 | 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 | ailearning | 33864 | 10928 | Python | 2 | AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2 | 2022-07-07T13:48:44Z |
| 19 | Deep-Learning-Papers-Reading-Roadmap | 33217 | 7003 | Python | 45 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2022-09-01T22:09:07Z |
| 20 | shadowsocks | 33210 | 19244 | Python | 0 | None | 2022-05-04T07:08:07Z |
| 21 | XX-Net | 31341 | 7769 | Python | 7829 | A proxy tool to bypass GFW. | 2022-07-24T01:58:27Z |
| 22 | yt-dlp | 31277 | 2483 | Python | 641 | A youtube-dl fork with additional features and fixes | 2022-09-05T02:28:57Z |
| 23 | 12306 | 30607 | 9415 | Python | 210 | 12306智能刷票，订票 | 2022-05-26T20:27:48Z |
| 24 | certbot | 29235 | 3261 | Python | 541 | Certbot is EFF's tool to obtain certs from Let's Encrypt and (optionally) auto-enable HTTPS on your server. It can also act as a client for any other CA that uses the ACME protocol. | 2022-09-04T10:02:28Z |
| 25 | jieba | 29167 | 6593 | Python | 596 | 结巴中文分词 | 2022-07-17T00:34:33Z |
| 26 | gym | 28451 | 7956 | Python | 18 | A toolkit for developing and comparing reinforcement learning algorithms. | 2022-09-05T01:45:40Z |
| 27 | linux-insides | 26944 | 3045 | Python | 24 | A little bit about a linux kernel | 2022-08-08T07:39:58Z |
| 28 | HanLP | 26804 | 7331 | Python | 4 | 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 | 2022-09-03T21:24:56Z |
| 29 | Python | 26216 | 11107 | Python | 175 | My Python Examples | 2022-09-02T06:32:07Z |
| 30 | interactive-coding-challenges | 26088 | 4210 | Python | 32 | 120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards. | 2022-08-26T10:58:05Z |
| 31 | diagrams | 25791 | 1560 | Python | 232 | 🎨 Diagram as Code for prototyping cloud system architectures | 2022-08-26T02:29:32Z |
| 32 | Detectron | 25309 | 5457 | Python | 302 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2021-08-30T20:51:37Z |
| 33 | pytorch-tutorial | 24569 | 7362 | Python | 63 | PyTorch Tutorial for Deep Learning Researchers | 2022-09-03T22:29:24Z |
| 34 | sqlmap | 24523 | 4957 | Python | 51 | Automatic SQL injection and database takeover tool | 2022-08-26T18:34:15Z |
| 35 | PaddleOCR | 24367 | 5023 | Python | 923 | 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) | 2022-09-05T01:27:11Z |
| 36 | YouCompleteMe | 24225 | 2770 | Python | 7 | A code-completion engine for Vim | 2022-08-29T11:48:21Z |
| 37 | spaCy | 24104 | 3923 | Python | 72 | 💫 Industrial-strength Natural Language Processing (NLP) in Python | 2022-09-02T14:26:06Z |
| 38 | django-rest-framework | 24051 | 6284 | Python | 98 | Web APIs for Django. 🎸 | 2022-09-04T17:16:17Z |
| 39 | MockingBird | 23951 | 3521 | Python | 308 | 🚀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 | 2022-08-20T00:57:16Z |
| 40 | data-science-ipython-notebooks | 23547 | 7246 | Python | 11 | 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 |
| 41 | ItChat | 22437 | 5257 | Python | 238 | 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 |
| 42 | Mask_RCNN | 22125 | 11018 | Python | 1782 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2022-08-26T12:46:08Z |
| 43 | ray | 21858 | 3841 | Python | 2476 | 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. | 2022-09-04T20:17:30Z |
| 44 | GFPGAN | 21843 | 3244 | Python | 146 | GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration. | 2022-09-04T15:27:20Z |
| 45 | algorithms | 21524 | 4384 | Python | 59 | Minimal examples of data structures and algorithms in Python | 2022-09-02T15:07:05Z |
| 46 | ML-From-Scratch | 21423 | 4213 | 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. | 2022-06-13T17:07:27Z |
| 47 | hosts | 21405 | 1862 | Python | 36 | 🔒 Consolidating and extending hosts files from several well-curated sources. Optionally pick extensions for porn, social media, and other categories. | 2022-09-04T19:01:31Z |
| 48 | glances | 21365 | 1324 | Python | 224 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2022-09-04T06:50:23Z |
| 49 | algo | 21234 | 6806 | Python | 99 | 数据结构和算法必知必会的50个代码实现 | 2022-08-04T10:12:57Z |
| 50 | cascadia-code | 20910 | 695 | Python | 96 | 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. | 2022-06-29T19:16:32Z |
| 51 | NLP-progress | 20825 | 3498 | Python | 31 | 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. | 2022-09-04T22:17:08Z |
| 52 | pytorch-image-models | 20680 | 3402 | Python | 56 | PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more | 2022-09-02T18:29:17Z |
| 53 | streamlit | 20502 | 1843 | Python | 624 | Streamlit — The fastest way to build data apps in Python | 2022-09-04T22:03:22Z |
| 54 | celery | 20012 | 4354 | Python | 509 | Distributed Task Queue (development branch) | 2022-09-02T07:25:48Z |
| 55 | professional-programming | 19951 | 1775 | Python | 0 | A collection of full-stack resources for programmers. | 2022-09-03T13:39:18Z |
| 56 | python-telegram-bot | 19587 | 4303 | Python | 20 | We have made you a wrapper you can't refuse | 2022-09-04T17:13:36Z |
| 57 | macOS-Security-and-Privacy-Guide | 19496 | 1394 | Python | 12 | Guide to securing and improving privacy on macOS | 2022-09-01T07:36:20Z |
| 58 | jumpserver | 19072 | 4689 | Python | 88 | 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。 | 2022-09-04T08:34:05Z |
| 59 | labelImg | 18236 | 5557 | Python | 340 | 🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images | 2022-08-26T02:42:53Z |
| 60 | cookiecutter | 17917 | 1716 | Python | 181 | A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects. | 2022-09-02T06:53:34Z |