Github-Ranking/Top100/Python.md

Github Ranking

Top 100 Stars in Python

Ranking	Project Name	Stars	Forks	Language	Open Issues	Description	Last Commit
1	keras	57401	19295	Python	277	Deep Learning for humans	2023-02-24T22:00:46Z
2	rich	42175	1498	Python	84	Rich is a Python library for rich text and beautiful formatting in the terminal.	2023-02-23T19:52:49Z
3	yt-dlp	40923	3401	Python	857	A youtube-dl fork with additional features and fixes	2023-02-25T01:07:47Z
4	d2l-zh	38968	8533	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。	2023-02-19T03:10:17Z
5	python-cheatsheet	31750	5783	Python	7	Comprehensive Python Cheatsheet	2023-02-21T07:40:14Z
6	black	31450	2029	Python	353	The uncompromising Python code formatter	2023-02-22T02:31:13Z
7	pipenv	23652	1820	Python	221	Python Development Workflow for Humans.	2023-02-25T02:44:04Z
8	mmdetection	23096	8382	Python	520	OpenMMLab Detection Toolbox and Benchmark	2023-02-24T12:15:04Z
9	glances	22349	1362	Python	236	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2023-02-23T18:59:54Z
10	algorithms	22198	4440	Python	59	Minimal examples of data structures and algorithms in Python	2023-02-22T11:35:32Z
11	jax	22034	2068	Python	1044	Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more	2023-02-25T02:56:53Z
12	spleeter	21736	2381	Python	167	Deezer source separation library including pretrained models.	2023-02-20T00:23:32Z
13	NLP-progress	21350	3560	Python	33	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.	2023-02-24T12:43:00Z
14	fairseq	20981	5248	Python	800	Facebook AI Research Sequence-to-Sequence Toolkit written in Python.	2023-02-23T21:18:37Z
15	macOS-Security-and-Privacy-Guide	19967	1419	Python	13	Guide to securing and improving privacy on macOS	2022-12-26T19:09:54Z
16	30-Days-Of-Python	19276	4384	Python	63	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.	2023-02-19T12:45:10Z
17	d2l-en	16609	3551	Python	62	Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.	2023-02-22T23:06:36Z
18	python-spider	15803	5720	Python	8	:rainbow:Python3网络爬虫实战：淘宝、京东、网易云、B站、12306、抖音、笔趣阁、漫画小说下载、音乐电影下载等	2022-11-21T09:14:21Z
19	prophet	15531	4373	Python	296	Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.	2023-02-23T12:33:51Z
20	avatarify-python	15417	2403	Python	165	Avatars for Zoom, Skype and other video-conferencing apps.	2022-12-03T23:21:54Z
21	Shadowrocket-ADBlock-Rules	14461	2324	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
22	deep-learning-for-image-processing	14260	6360	Python	22	deep learning for image processing including classification and object-detection etc.	2023-01-27T01:16:00Z
23	fabric	13878	1915	Python	405	Simple, Pythonic remote execution and deployment.	2023-02-20T23:31:57Z
24	DeDRM_tools	13323	1323	Python	785	DeDRM tools for ebooks	2023-01-06T13:33:14Z
25	vit-pytorch	13006	2173	Python	100	Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch	2023-02-10T18:39:58Z
26	the-gan-zoo	12980	2468	Python	16	A list of all named GANs!	2022-12-08T02:56:19Z
27	ChatterBot	12953	4238	Python	321	ChatterBot is a machine learning, conversational dialog engine for creating chat bots	2023-02-14T23:31:40Z
28	facenet	12891	4787	Python	494	Face recognition using Tensorflow	2022-11-21T22:20:20Z
29	erpnext	12876	5218	Python	1125	Free and Open Source Enterprise Resource Planning (ERP)	2023-02-24T15:41:59Z
30	examples-of-web-crawlers	11839	3589	Python	10	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
31	dvc	11130	1034	Python	601	🦉Data Version Control | Git for Data & Models | ML Experiments Management	2023-02-24T20:08:07Z
32	PaddleHub	11117	1967	Python	516	Awesome pre-trained models toolkit based on PaddlePaddle. (400+ models including Image, Text, Audio, Video and Cross-Modal with Easy Inference & Serving)	2023-02-20T06:26:36Z
33	spotify-downloader	10970	1216	Python	23	Download your Spotify playlists and songs along with album art and metadata (from YouTube if a match is found).	2023-02-23T19:49:11Z
34	dask	10758	1595	Python	743	Parallel computing with task scheduling	2023-02-25T02:08:34Z
35	Pillow	10550	1983	Python	89	Python Imaging Library (Fork)	2023-02-24T19:01:07Z
36	tutorials	10487	5680	Python	11	机器学习相关教程	2020-12-22T22:02:58Z
37	DeepFaceLive	10277	1367	Python	1	Real-time face swap for PC streaming or video calls	2023-02-06T15:51:18Z
38	moviepy	10121	1337	Python	279	Video editing with Python	2023-02-22T04:49:31Z
39	pwntools	9927	1578	Python	109	CTF framework and exploit development library	2023-02-14T02:25:12Z
40	chinese-xinhua	9901	2352	Python	25	📙 中华新华字典数据库。包括歇后语，成语，词语，汉字。	2022-12-09T13:45:45Z
41	alphafold	9885	1726	Python	82	Open source code for AlphaFold.	2023-02-22T14:40:48Z
42	pytest	9838	2260	Python	788	The pytest framework makes it easy to write small tests, yet scales to support complex functional testing	2023-02-24T23:12:18Z
43	labelme	9778	2883	Python	42	Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).	2023-02-19T19:31:41Z
44	abu	9634	3364	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	2020-12-23T02:53:50Z
45	amazing-qr	9503	1512	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）	2023-02-03T15:05:10Z
46	bpytop	9194	365	Python	68	Linux/OSX/FreeBSD resource monitor	2022-03-06T14:22:47Z
47	http-prompt	8674	350	Python	48	An interactive command-line HTTP and API testing client built on top of HTTPie featuring autocomplete, syntax highlighting, and more. https://twitter.com/httpie	2022-02-09T03:27:59Z
48	mlcourse.ai	8634	5611	Python	3	Open Machine Learning Course	2023-02-18T20:18:11Z
49	pattern	8422	1595	Python	129	Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.	2022-08-30T12:13:51Z
50	rembg	8408	1054	Python	17	Rembg is a tool to remove images background	2022-12-28T04:28:05Z
51	typer	10522	424	Python	164	Typer, build great CLIs. Easy to code. Based on Python type hints.	2023-02-22T11:07:50Z
52	tutorials	10487	5680	Python	11	机器学习相关教程	2020-12-22T22:02:58Z
53	seaborn	10386	1707	Python	103	Statistical data visualization in Python	2023-02-24T23:20:58Z
54	edgedb	10374	300	Python	375	A graph-relational database with declarative schema, built-in migration system, and a next-generation query language	2023-02-24T23:23:19Z
55	numpy-100	9935	4943	Python	24	100 numpy exercises (with solutions)	2023-02-23T15:26:56Z
56	pwntools	9927	1578	Python	109	CTF framework and exploit development library	2023-02-14T02:25:12Z
57	chinese-xinhua	9901	2352	Python	25	📙 中华新华字典数据库。包括歇后语，成语，词语，汉字。	2022-12-09T13:45:45Z
58	alphafold	9885	1726	Python	82	Open source code for AlphaFold.	2023-02-22T14:40:48Z
59	pytest	9838	2260	Python	788	The pytest framework makes it easy to write small tests, yet scales to support complex functional testing	2023-02-24T23:12:18Z
60	ParlAI	9814	1995	Python	66	A framework for training and evaluating AI models on a variety of openly available dialogue datasets.	2023-02-25T01:34:36Z
61	labelme	9778	2883	Python	42	Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).	2023-02-19T19:31:41Z
62	musicbox	9557	1601	Python	223	网易云音乐命令行版本	2022-06-28T07:42:25Z
63	sonnet	9516	1351	Python	29	TensorFlow-based neural network library	2023-02-23T15:39:15Z
64	tweepy	9507	4329	Python	64	Twitter for Python!	2023-02-24T08:38:57Z
65	sqlmodel	9434	406	Python	177	SQL databases in Python, designed for simplicity, compatibility, and robustness.	2023-02-21T23:04:53Z
66	theZoo	9422	2330	Python	53	A repository of LIVE malwares for your own joy and pleasure. theZoo is a project created to make the possibility of malware analysis open and available to the public.	2022-08-19T21:37:36Z
67	MLAlgorithms	9131	1593	Python	9	Minimal and clean examples of machine learning algorithms implementations	2022-01-31T06:13:40Z
68	jinja	9077	1540	Python	52	A very fast and expressive template engine.	2023-02-22T14:20:49Z
69	falcon	9016	900	Python	155	The no-magic web data plane API and microservices framework for Python developers, with a focus on reliability, correctness, and performance at scale.	2023-02-19T01:12:22Z
70	coursera-dl	8980	2139	Python	171	Script for downloading Coursera.org videos and naming them.	2022-12-27T04:04:38Z
71	unilm	8934	1549	Python	275	Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities	2023-02-16T13:26:09Z
72	serverless-application-model	8924	2297	Python	137	The AWS Serverless Application Model (AWS SAM) transform is a AWS CloudFormation macro that transforms SAM templates into CloudFormation templates.	2023-02-25T01:39:46Z
73	Keras-GAN	8895	3135	Python	122	Keras implementations of Generative Adversarial Networks.	2022-12-12T05:55:51Z
74	node-gyp	8879	1734	Python	165	Node.js native addon build tool	2023-02-17T02:50:19Z
75	scientific-visualization-book	8847	865	Python	17	An open access book on scientific visualization using python and matplotlib	2023-02-14T10:27:24Z
76	fuzzywuzzy	8834	889	Python	81	Fuzzy String Matching in Python	2023-02-24T19:00:26Z
77	gunicorn	8792	1632	Python	357	gunicorn 'Green Unicorn' is a WSGI HTTP Server for UNIX, fast clients and sleepy applications.	2023-02-09T15:42:11Z
78	ludwig	8771	1030	Python	214	Data-centric declarative deep learning framework	2023-02-25T02:02:15Z
79	TextBlob	8445	1111	Python	99	Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.	2023-02-17T17:51:41Z
80	rembg	8408	1054	Python	17	Rembg is a tool to remove images background	2022-12-28T04:28:05Z
81	Nuitka	8343	457	Python	227	Nuitka is a Python compiler written in Python. It's fully compatible with Python 2.6, 2.7, 3.3, 3.4, 3.5, 3.6, 3.7, 3.8, 3.9, and 3.10. You feed it your Python app, it does a lot of clever things, and spits out an executable or extension module.	2023-02-24T21:43:56Z
82	paramiko	8178	1911	Python	746	The leading native Python SSHv2 protocol library.	2023-02-25T00:47:46Z
83	vid2vid	8151	1186	Python	98	Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation.	2022-05-17T05:09:30Z
84	MHDDoS	7982	1753	Python	61	Best DDoS Attack Script Python3, (Cyber / DDos) Attack With 56 Methods	2023-02-24T19:18:12Z
85	boto3	7913	1724	Python	121	AWS SDK for Python	2023-02-24T22:36:39Z
86	YOLOX	7890	1907	Python	596	YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/	2023-02-22T03:41:18Z
87	spinningup	7867	1839	Python	144	An educational resource to help anyone learn deep reinforcement learning.	2023-01-23T17:02:51Z
88	wtv	7806	1193	Python	7	解决电脑、手机看电视直播的苦恼，收集各种直播源，电视直播网站	2022-12-08T08:51:00Z
89	pyro	7803	962	Python	209	Deep universal probabilistic programming with Python and PyTorch	2023-02-23T01:39:06Z
90	paperless	7773	518	Python	157	Scan, index, and archive all of your paper documents	2021-04-06T20:00:58Z
91	opendrop	7633	240	Python	33	An open Apple AirDrop implementation written in Python	2022-11-21T09:55:32Z
92	PaddleNLP	7609	2088	Python	394	👑 Easy-to-use and powerful NLP library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis and 🖼 Diffusion AIGC system etc.	2023-02-25T02:35:43Z
93	ImageAI	7561	2035	Python	272	A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities	2023-02-23T17:09:04Z
94	text_classification	7501	2597	Python	42	all kinds of text classification models and more with deep learning	2022-09-21T06:47:05Z
95	spyder	7406	1512	Python	1144	Official repository for Spyder - The Scientific Python Development Environment	2023-02-24T22:04:15Z
96	trax	7370	765	Python	96	Trax — Deep Learning with Clear Code and Speed	2023-02-15T22:45:56Z
97	SpaceshipGenerator	7346	423	Python	12	A Blender script to procedurally generate 3D spaceships	2022-12-17T08:14:35Z
98	EfficientNet-PyTorch	7287	1497	Python	147	A PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!)	2022-04-08T12:30:25Z
99	machine_learning_examples	7275	5951	Python	8	A collection of machine learning examples and tutorials.	2023-02-22T04:48:17Z
100	gitfiti	7191	1038	Python	18	abusing github commit history for the lulz	2023-01-07T18:03:24Z