[Github Ranking](../README.md)
==========

## Top 100 Stars in Python

| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
| ------- | ------------ | ----- | ----- | -------- | ----------- | ----------- | ----------- |
| 1 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 36406 | 8208 | 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。 | 2022-11-21T22:25:12Z |
| 2 | [yt-dlp](https://github.com/yt-dlp/yt-dlp) | 35297 | 2887 | Python | 739 | A youtube-dl fork with additional features and fixes | 2022-11-22T02:36:26Z |
| 3 | [interview_internal_reference](https://github.com/0voice/interview_internal_reference) | 34241 | 9196 | 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 |
| 4 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 26547 | 4260 | Python | 33 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2022-10-02T09:13:36Z |
| 5 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 25230 | 7491 | Python | 63 | PyTorch Tutorial for Deep Learning Researchers | 2022-09-03T22:29:24Z |
| 6 | [algorithms](https://github.com/keon/algorithms) | 21853 | 4414 | Python | 59 | Minimal examples of data structures and algorithms in Python | 2022-11-12T04:54:30Z |
| 7 | [glances](https://github.com/nicolargo/glances) | 21784 | 1338 | Python | 235 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2022-11-20T17:58:22Z |
| 8 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 21671 | 4259 | 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 |
| 9 | [professional-programming](https://github.com/charlax/professional-programming) | 21235 | 1895 | Python | 0 | A collection of learning resources for curious software engineers | 2022-11-21T02:38:18Z |
| 10 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 21081 | 3529 | 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. | 2022-11-08T12:32:04Z |
| 11 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 19696 | 1402 | Python | 14 | Guide to securing and improving privacy on macOS | 2022-10-21T14:04:22Z |
| 12 | [saleor](https://github.com/saleor/saleor) | 17288 | 4773 | Python | 313 | A modular, high performance, headless e-commerce platform built with Python, GraphQL, Django, and React. | 2022-11-21T15:28:23Z |
| 13 | [30-Days-Of-Python](https://github.com/Asabeneh/30-Days-Of-Python) | 16659 | 3819 | Python | 53 | 30 days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than100 days, follow your own pace.  | 2022-11-19T21:20:10Z |
| 14 | [sanic](https://github.com/sanic-org/sanic) | 16620 | 1477 | Python | 53 | Next generation Python web server/framework \| Build fast. Run fast. | 2022-11-18T04:49:15Z |
| 15 | [d2l-en](https://github.com/d2l-ai/d2l-en) | 15599 | 3410 | Python | 58 | Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge. | 2022-11-21T22:03:34Z |
| 16 | [ipython](https://github.com/ipython/ipython) | 15588 | 4399 | Python | 1469 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2022-11-20T03:40:14Z |
| 17 | [PySnooper](https://github.com/cool-RR/PySnooper) | 15336 | 927 | Python | 19 | Never use print for debugging again | 2022-11-16T06:25:05Z |
| 18 | [avatarify-python](https://github.com/alievk/avatarify-python) | 15255 | 2342 | Python | 130 | Avatars for Zoom, Skype and other video-conferencing apps. | 2022-11-11T07:40:25Z |
| 19 | [mypy](https://github.com/python/mypy) | 14160 | 2357 | Python | 2166 | Optional static typing for Python | 2022-11-21T23:52:46Z |
| 20 | [Shadowrocket-ADBlock-Rules](https://github.com/h2y/Shadowrocket-ADBlock-Rules) | 14083 | 2282 | Python | 69 | 提供多款 Shadowrocket 规则，带广告过滤功能。用于 iOS 未越狱设备选择性地自动翻墙。 | 2021-04-12T16:11:40Z |
| 21 | [jupyter](https://github.com/jupyter/jupyter) | 13890 | 3585 | Python | 196 | Jupyter metapackage for installation, docs and chat | 2022-11-16T05:15:08Z |
| 22 | [fabric](https://github.com/fabric/fabric) | 13733 | 1911 | Python | 401 | Simple, Pythonic remote execution and deployment. | 2022-09-14T17:46:16Z |
| 23 | [calibre](https://github.com/kovidgoyal/calibre) | 13697 | 1811 | Python | 0 | The official source code repository for the calibre ebook manager | 2022-11-20T12:19:38Z |
| 24 | [microservices-demo](https://github.com/GoogleCloudPlatform/microservices-demo) | 13256 | 4363 | Python | 37 | Sample cloud-native application with 10 microservices showcasing Kubernetes, Istio, and gRPC. | 2022-11-21T23:15:58Z |
| 25 | [DeDRM_tools](https://github.com/apprenticeharper/DeDRM_tools) | 13046 | 1273 | Python | 767 | DeDRM tools for ebooks | 2022-11-20T16:44:09Z |
| 26 | [deep-learning-for-image-processing](https://github.com/WZMIAOMIAO/deep-learning-for-image-processing) | 12967 | 5836 | Python | 12 | deep learning for image processing including classification and object-detection etc. | 2022-11-20T03:52:47Z |
| 27 | [the-gan-zoo](https://github.com/hindupuravinash/the-gan-zoo) | 12753 | 2430 | Python | 16 | A list of all named GANs! | 2022-11-22T02:53:12Z |
| 28 | [erpnext](https://github.com/frappe/erpnext) | 12245 | 4966 | Python | 1287 | Free and Open Source Enterprise Resource Planning (ERP) | 2022-11-21T16:51:39Z |
| 29 | [YYeTsBot](https://github.com/tgbot-collection/YYeTsBot) | 12129 | 1630 | Python | 2 | 🎬 人人影视bot，完全对接人人影视全部无删减资源 | 2022-11-21T08:34:10Z |
| 30 | [tushare](https://github.com/waditu/tushare) | 11835 | 4238 | Python | 495 | TuShare is a utility for crawling historical data of China stocks | 2022-03-28T01:36:15Z |
| 31 | [numpy-ml](https://github.com/ddbourgin/numpy-ml) | 11469 | 3166 | Python | 16 | Machine learning, in numpy | 2022-06-11T12:06:06Z |
| 32 | [mindsdb](https://github.com/mindsdb/mindsdb) | 11349 | 1365 | Python | 319 | In-Database Machine Learning | 2022-11-21T15:10:40Z |
| 33 | [wifiphisher](https://github.com/wifiphisher/wifiphisher) | 11266 | 2423 | Python | 243 | The Rogue Access Point Framework | 2022-11-09T00:50:34Z |
| 34 | [asciinema](https://github.com/asciinema/asciinema) | 10965 | 843 | Python | 86 | Terminal session recorder 📹 | 2022-10-08T10:11:26Z |
| 35 | [chia-blockchain](https://github.com/Chia-Network/chia-blockchain) | 10937 | 1957 | Python | 154 | Chia blockchain python implementation (full node, farmer, harvester, timelord, and wallet) | 2022-11-22T02:29:37Z |
| 36 | [deep_learning_object_detection](https://github.com/hoya012/deep_learning_object_detection) | 10857 | 2831 | Python | 4 | A paper list of object detection using deep learning. | 2022-10-19T08:10:29Z |
| 37 | [pgcli](https://github.com/dbcli/pgcli) | 10758 | 494 | Python | 145 | Postgres CLI with autocompletion and syntax highlighting | 2022-11-22T00:10:13Z |
| 38 | [transferlearning](https://github.com/jindongwang/transferlearning) | 10502 | 3484 | Python | 1 | Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习 | 2022-11-21T08:39:45Z |
| 39 | [prefect](https://github.com/PrefectHQ/prefect) | 10499 | 1054 | Python | 684 | The easiest way to coordinate your dataflow | 2022-11-21T21:50:57Z |
| 40 | [tutorials](https://github.com/MorvanZhou/tutorials) | 10360 | 5674 | Python | 11 | 机器学习相关教程 | 2020-12-22T22:02:58Z |
| 41 | [chinese-xinhua](https://github.com/pwxcoo/chinese-xinhua) | 9758 | 2322 | Python | 25 | :orange_book: 中华新华字典数据库。包括歇后语，成语，词语，汉字。 | 2020-11-09T08:34:33Z |
| 42 | [pwntools](https://github.com/Gallopsled/pwntools) | 9674 | 1559 | Python | 110 | CTF framework and exploit development library | 2022-11-18T12:43:48Z |
| 43 | [owasp-mastg](https://github.com/OWASP/owasp-mastg) | 9635 | 2064 | Python | 130 | The Mobile Application Security Testing Guide (MASTG) is a comprehensive manual for mobile app security testing and reverse engineering. It describes the technical processes for verifying the controls listed in the OWASP Mobile Application Security Verification Standard (MASVS). | 2022-11-18T19:14:08Z |
| 44 | [SMSBoom](https://github.com/OpenEthan/SMSBoom) | 9573 | 2445 | Python | 76 | 短信轰炸/短信测压/ \| 一个健壮免费的python短信轰炸程序，专门炸坏蛋蛋，百万接口，多线程全自动添加有效接口，支持异步协程百万并发，全免费的短信轰炸工具！！hongkonger开发全网首发！！ | 2022-11-19T00:34:12Z |
| 45 | [pytest](https://github.com/pytest-dev/pytest) | 9522 | 2201 | Python | 751 | The pytest framework makes it easy to write small tests, yet scales to support complex functional testing | 2022-11-21T23:47:16Z |
| 46 | [alphafold](https://github.com/deepmind/alphafold) | 9518 | 1629 | Python | 128 | Open source code for AlphaFold. | 2022-11-17T17:56:39Z |
| 47 | [labelme](https://github.com/wkentaro/labelme) | 9443 | 2813 | Python | 34 | Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation). | 2022-11-20T08:28:53Z |
| 48 | [pre-commit](https://github.com/pre-commit/pre-commit) | 9208 | 681 | Python | 18 | A framework for managing and maintaining multi-language pre-commit hooks. | 2022-11-22T00:57:43Z |
| 49 | [chisel](https://github.com/facebook/chisel) | 8902 | 798 | Python | 39 | Chisel is a collection of LLDB commands to assist debugging iOS apps. | 2022-05-15T20:01:05Z |
| 50 | [borg](https://github.com/borgbackup/borg) | 8821 | 658 | Python | 535 | Deduplicating archiver with compression and authenticated encryption. | 2022-11-20T19:30:25Z |
| 51 | [tvm](https://github.com/apache/tvm) | 8800 | 2803 | Python | 440 | Open deep learning compiler stack for cpu, gpu and specialized accelerators | 2022-11-22T02:20:11Z |
| 52 | [binwalk](https://github.com/ReFirmLabs/binwalk) | 8676 | 1330 | Python | 120 | Firmware Analysis Tool | 2022-11-14T12:24:23Z |
| 53 | [Meshroom](https://github.com/alicevision/Meshroom) | 8588 | 890 | Python | 297 | 3D Reconstruction Software | 2022-11-21T16:29:56Z |
| 54 | [statsmodels](https://github.com/statsmodels/statsmodels) | 7923 | 2616 | Python | 2302 | Statsmodels: statistical modeling and econometrics in Python | 2022-11-21T09:20:04Z |
| 55 | [py-faster-rcnn](https://github.com/rbgirshick/py-faster-rcnn) | 7800 | 4149 | Python | 647 | Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version | 2019-11-07T04:31:35Z |
| 56 | [docopt](https://github.com/docopt/docopt) | 7703 | 567 | Python | 216 | Pythonic command line arguments parser, that will make you smile | 2022-05-24T00:52:54Z |
| 57 | [pyro](https://github.com/pyro-ppl/pyro) | 7676 | 936 | Python | 205 | Deep universal probabilistic programming with Python and PyTorch | 2022-11-21T22:30:19Z |
| 58 | [great_expectations](https://github.com/great-expectations/great_expectations) | 7620 | 1136 | Python | 177 | Always know what to expect from your data. | 2022-11-22T01:58:32Z |
| 59 | [text_classification](https://github.com/brightmart/text_classification) | 7459 | 2601 | Python | 42 | all kinds of text classification models and more with deep learning | 2022-09-21T06:47:05Z |
| 60 | [spinningup](https://github.com/openai/spinningup) | 7366 | 1744 | Python | 141 | An educational resource to help anyone learn deep reinforcement learning. | 2022-09-16T07:06:50Z |