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

## Top 100 Stars in Python

| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
| ------- | ------------ | ----- | ----- | -------- | ----------- | ----------- | ----------- |
| 1 | [public-apis](https://github.com/public-apis/public-apis) | 172636 | 19910 | Python | 6 | A collective list of free APIs | 2021-12-29T08:49:59Z |
| 2 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 156049 | 28825 | Python | 143 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2021-12-29T09:13:41Z |
| 3 | [Python](https://github.com/TheAlgorithms/Python) | 126006 | 33635 | Python | 14 | All Algorithms implemented in Python | 2021-12-28T15:39:00Z |
| 4 | [awesome-python](https://github.com/vinta/awesome-python) | 111300 | 20434 | Python | 6 | A curated list of awesome Python frameworks, libraries, software and resources | 2021-12-19T01:29:53Z |
| 5 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 104090 | 6669 | Python | 4064 | Command-line program to download videos from YouTube.com and other video sites | 2021-12-29T04:03:03Z |
| 6 | [thefuck](https://github.com/nvbn/thefuck) | 65436 | 3016 | Python | 187 | Magnificent app which corrects your previous console command. | 2021-12-28T18:26:12Z |
| 7 | [django](https://github.com/django/django) | 61483 | 26250 | Python | 0 | The Web framework for perfectionists with deadlines. | 2021-12-29T11:35:59Z |
| 8 | [transformers](https://github.com/huggingface/transformers) | 56194 | 13293 | Python | 334 | 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX. | 2021-12-29T11:38:09Z |
| 9 | [keras](https://github.com/keras-team/keras) | 53555 | 18956 | Python | 201 | Deep Learning for humans | 2021-12-29T02:09:18Z |
| 10 | [httpie](https://github.com/httpie/httpie) | 53143 | 3429 | Python | 93 | As easy as /aitch-tee-tee-pie/ 🥧 Modern, user-friendly command-line HTTP client for the API era. JSON support, colors, sessions, downloads, plugins & more. https://twitter.com/httpie | 2021-12-29T09:41:46Z |
| 11 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 52207 | 12937 | Python | 0 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2021-12-22T19:37:04Z |
| 12 | [ansible](https://github.com/ansible/ansible) | 51154 | 21393 | Python | 1068 | 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. | 2021-12-29T11:17:52Z |
| 13 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 50462 | 7271 | Python | 8 | :octocat: 分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub. | 2021-12-28T00:32:28Z |
| 14 | [core](https://github.com/home-assistant/core) | 48483 | 16384 | Python | 1111 | :house_with_garden: Open source home automation that puts local control and privacy first. | 2021-12-29T12:18:44Z |
| 15 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 48390 | 22449 | Python | 1677 | scikit-learn: machine learning in Python | 2021-12-29T10:49:33Z |
| 16 | [requests](https://github.com/psf/requests) | 46613 | 8584 | Python | 172 | A simple, yet elegant, HTTP library. | 2021-12-29T05:36:12Z |
| 17 | [you-get](https://github.com/soimort/you-get) | 42711 | 8707 | Python | 0 | :arrow_double_down: Dumb downloader that scrapes the web | 2021-12-16T15:36:10Z |
| 18 | [face_recognition](https://github.com/ageitgey/face_recognition) | 42660 | 11873 | Python | 641 | The world's simplest facial recognition api for Python and the command line | 2021-12-04T17:06:24Z |
| 19 | [scrapy](https://github.com/scrapy/scrapy) | 42409 | 9447 | Python | 492 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2021-12-25T11:58:46Z |
| 20 | [cpython](https://github.com/python/cpython) | 41987 | 21296 | Python | 0 | The Python programming language | 2021-12-29T11:45:14Z |
| 21 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 41655 | 1973 | Python | 54 | 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. | 2021-08-17T00:23:33Z |
| 22 | [fastapi](https://github.com/tiangolo/fastapi) | 40017 | 2973 | Python | 846 | FastAPI framework, high performance, easy to learn, fast to code, ready for production | 2021-12-29T09:46:22Z |
| 23 | [faceswap](https://github.com/deepfakes/faceswap) | 40000 | 11418 | Python | 16 | Deepfakes Software For All | 2021-12-05T19:25:45Z |
| 24 | [manim](https://github.com/3b1b/manim) | 39924 | 4553 | Python | 315 | Animation engine for explanatory math videos | 2021-12-23T02:36:03Z |
| 25 | [localstack](https://github.com/localstack/localstack) | 37899 | 2857 | Python | 299 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2021-12-29T12:09:32Z |
| 26 | [funNLP](https://github.com/fighting41love/funNLP) | 35735 | 10351 | Python | 16 | 中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、历史名人词库、诗词词库、医学词库、饮食词库、法律词库、汽车词库、动物词库、中文聊天语料、中文谣言数据、百度中文问答数据集、句子相似度匹配算法集合、bert资源、文本生成&摘要相关工具、cocoNLP信息抽取工具、国内电话号码正则匹配、清华大学XLORE:中英文跨语言百科知识图谱、清华大学人工智能技术系列报告、自然语言生成、NLU太难了系列、自动对联数据及机器人、用户名黑名单列表、罪名法务名词及分类模型、微信公众号语料、cs224n深度学习自然语言处理课程、中文手写汉字识别、中文自然语言处理 语料/数据集、变量命名神器、分词语料库+代码、任务型对话英文数据集、ASR 语音数据集 + 基于深度学习的中文语音识别系统、笑声检测器、Microsoft多语言数字/单位/如日期时间识别包、中华新华字典数据库及api(包括常用歇后语、成语、词语和汉字)、文档图谱自动生成、SpaCy 中文模型、Common Voice语音识别数据集新版、神经网络关系抽取、基于bert的命名实体识别、关键词(Keyphrase)抽取包pke、基于医疗领域知识图谱的问答系统、基于依存句法与语义角色标注的事件三元组抽取、依存句法分析4万句高质量标注数据、cnocr：用来做中文OCR的Python3包、中文人物关系知识图谱项目、中文nlp竞赛项目及代码汇总、中文字符数据、speech-aligner: 从“人声语音”及其“语言文本”产生音素级别时间对齐标注的工具、AmpliGraph: 知识图谱表示学习(Python)库：知识图谱概念链接预测、Scattertext 文本可视化(python)、语言/知识表示工具：BERT & ERNIE、中文对比英文自然语言处理NLP的区别综述、Synonyms中文近义词工具包、HarvestText领域自适应文本挖掘工具（新词发现-情感分析-实体链接等）、word2word：(Python)方便易用的多语言词-词对集：62种语言/3,564个多语言对、语音识别语料生成工具：从具有音频/字幕的在线视频创建自动语音识别(ASR)语料库、构建医疗实体识别的模型（包含词典和语料标注）、单文档非监督的关键词抽取、Kashgari中使用gpt-2语言模型、开源的金融投资数据提取工具、文本自动摘要库TextTeaser: 仅支持英文、人民日报语料处理工具集、一些关于自然语言的基本模型、基于14W歌曲知识库的问答尝试--功能包括歌词接龙and已知歌词找歌曲以及歌曲歌手歌词三角关系的问答、基于Siamese bilstm模型的相似句子判定模型并提供训练数据集和测试数据集、用Transformer编解码模型实现的根据Hacker News文章标题自动生成评论、用BERT进行序列标记和文本分类的模板代码、LitBank：NLP数据集——支持自然语言处理和计算人文学科任务的100部带标记英文小说语料、百度开源的基准信息抽取系统、虚假新闻数据集、Facebook: LAMA语言模型分析，提供Transformer-XL/BERT/ELMo/GPT预训练语言模型的统一访问接口、CommonsenseQA：面向常识的英文QA挑战、中文知识图谱资料、数据及工具、各大公司内部里大牛分享的技术文档 PDF 或者 PPT、自然语言生成SQL语句（英文）、中文NLP数据增强（EDA）工具、英文NLP数据增强工具 、基于医药知识图谱的智能问答系统、京东商品知识图谱、基于mongodb存储的军事领域知识图谱问答项目、基于远监督的中文关系抽取、语音情感分析、中文ULMFiT-情感分析-文本分类-语料及模型、一个拍照做题程序、世界各国大规模人名库、一个利用有趣中文语料库 qingyun 训练出来的中文聊天机器人、中文聊天机器人seqGAN、省市区镇行政区划数据带拼音标注、教育行业新闻语料库包含自动文摘功能、开放了对话机器人-知识图谱-语义理解-自然语言处理工具及数据、中文知识图谱：基于百度百科中文页面-抽取三元组信息-构建中文知识图谱、masr: 中文语音识别-提供预训练模型-高识别率、Python音频数据增广库、中文全词覆盖BERT及两份阅读理解数据、ConvLab：开源多域端到端对话系统平台、中文自然语言处理数据集、基于最新版本rasa搭建的对话系统、基于TensorFlow和BERT的管道式实体及关系抽取、一个小型的证券知识图谱/知识库、复盘所有NLP比赛的TOP方案、OpenCLaP：多领域开源中文预训练语言模型仓库、UER：基于不同语料+编码器+目标任务的中文预训练模型仓库、中文自然语言处理向量合集、基于金融-司法领域(兼有闲聊性质)的聊天机器人、g2pC：基于上下文的汉语读音自动标记模块、Zincbase 知识图谱构建工具包、诗歌质量评价/细粒度情感诗歌语料库、快速转化「中文数字」和「阿拉伯数字」、百度知道问答语料库、基于知识图谱的问答系统、jieba_fast 加速版的jieba、正则表达式教程、中文阅读理解数据集、基于BERT等最新语言模型的抽取式摘要提取、Python利用深度学习进行文本摘要的综合指南、知识图谱深度学习相关资料整理、维基大规模平行文本语料、StanfordNLP 0.2.0：纯Python版自然语言处理包、NeuralNLP-NeuralClassifier：腾讯开源深度学习文本分类工具、端到端的封闭域对话系统、中文命名实体识别：NeuroNER vs. BertNER、新闻事件线索抽取、2019年百度的三元组抽取比赛：“科学空间队”源码、基于依存句法的开放域文本知识三元组抽取和知识库构建、中文的GPT2训练代码、ML-NLP - 机器学习(Machine Learning)NLP面试中常考到的知识点和代码实现、nlp4han:中文自然语言处理工具集(断句/分词/词性标注/组块/句法分析/语义分析/NER/N元语法/HMM/代词消解/情感分析/拼写检查、XLM：Facebook的跨语言预训练语言模型、用基于BERT的微调和特征提取方法来进行知识图谱百度百科人物词条属性抽取、中文自然语言处理相关的开放任务-数据集-当前最佳结果、CoupletAI - 基于CNN+Bi-LSTM+Attention 的自动对对联系统、抽象知识图谱、MiningZhiDaoQACorpus - 580万百度知道问答数据挖掘项目、brat rapid annotation tool: 序列标注工具、大规模中文知识图谱数据：1.4亿实体、数据增强在机器翻译及其他nlp任务中的应用及效果、allennlp阅读理解:支持多种数据和模型、PDF表格数据提取工具 、 Graphbrain：AI开源软件库和科研工具，目的是促进自动意义提取和文本理解以及知识的探索和推断、简历自动筛选系统、基于命名实体识别的简历自动摘要、中文语言理解测评基准，包括代表性的数据集&基准模型&语料库&排行榜、树洞 OCR 文字识别 、从包含表格的扫描图片中识别表格和文字、语声迁移、Python口语自然语言处理工具集(英文)、 similarity：相似度计算工具包，java编写、海量中文预训练ALBERT模型 、Transformers 2.0 、基于大规模音频数据集Audioset的音频增强 、Poplar：网页版自然语言标注工具、图片文字去除，可用于漫画翻译 、186种语言的数字叫法库、Amazon发布基于知识的人-人开放领域对话数据集 、中文文本纠错模块代码、繁简体转换 、 Python实现的多种文本可读性评价指标、类似于人名/地名/组织机构名的命名体识别数据集 、东南大学《知识图谱》研究生课程(资料)、. 英文拼写检查库 、 wwsearch是企业微信后台自研的全文检索引擎、CHAMELEON：深度学习新闻推荐系统元架构 、 8篇论文梳理BERT相关模型进展与反思、DocSearch：免费文档搜索引擎、 LIDA：轻量交互式对话标注工具 、aili - the fastest in-memory index in the East 东半球最快并发索引 、知识图谱车音工作项目、自然语言生成资源大全 、中日韩分词库mecab的Python接口库、中文文本摘要/关键词提取、汉字字符特征提取器 (featurizer)，提取汉字的特征（发音特征、字形特征）用做深度学习的特征、中文生成任务基准测评 、中文缩写数据集、中文任务基准测评 - 代表性的数据集-基准(预训练)模型-语料库-baseline-工具包-排行榜、PySS3：面向可解释AI的SS3文本分类器机器可视化工具 、中文NLP数据集列表、COPE - 格律诗编辑程序、doccano：基于网页的开源协同多语言文本标注工具 、PreNLP：自然语言预处理库、简单的简历解析器，用来从简历中提取关键信息、用于中文闲聊的GPT2模型：GPT2-chitchat、基于检索聊天机器人多轮响应选择相关资源列表(Leaderboards、Datasets、Papers)、(Colab)抽象文本摘要实现集锦(教程 、词语拼音数据、高效模糊搜索工具、NLP数据增广资源集、微软对话机器人框架 、 GitHub Typo Corpus：大规模GitHub多语言拼写错误/语法错误数据集、TextCluster：短文本聚类预处理模块 Short text cluster、面向语音识别的中文文本规范化、BLINK：最先进的实体链接库、BertPunc：基于BERT的最先进标点修复模型、Tokenizer：快速、可定制的文本词条化库、中文语言理解测评基准，包括代表性的数据集、基准(预训练)模型、语料库、排行榜、spaCy 医学文本挖掘与信息提取 、 NLP任务示例项目代码集、 python拼写检查库、chatbot-list - 行业内关于智能客服、聊天机器人的应用和架构、算法分享和介绍、语音质量评价指标(MOSNet, BSSEval, STOI, PESQ, SRMR)、 用138GB语料训练的法文RoBERTa预训练语言模型 、BERT-NER-Pytorch：三种不同模式的BERT中文NER实验、无道词典 - 有道词典的命令行版本，支持英汉互查和在线查询、2019年NLP亮点回顾、 Chinese medical dialogue data 中文医疗对话数据集 、最好的汉字数字(中文数字)-阿拉伯数字转换工具、 基于百科知识库的中文词语多词义/义项获取与特定句子词语语义消歧、awesome-nlp-sentiment-analysis - 情感分析、情绪原因识别、评价对象和评价词抽取、LineFlow：面向所有深度学习框架的NLP数据高效加载器、中文医学NLP公开资源整理 、MedQuAD：(英文)医学问答数据集、将自然语言数字串解析转换为整数和浮点数、Transfer Learning in Natural Language Processing (NLP) 、面向语音识别的中文/英文发音辞典、Tokenizers：注重性能与多功能性的最先进分词器、CLUENER 细粒度命名实体识别 Fine Grained Named Entity Recognition、 基于BERT的中文命名实体识别、中文谣言数据库、NLP数据集/基准任务大列表、nlp相关的一些论文及代码, 包括主题模型、词向量(Word Embedding)、命名实体识别(NER)、文本分类(Text Classificatin)、文本生成(Text Generation)、文本相似性(Text Similarity)计算等，涉及到各种与nlp相关的算法，基于keras和tensorflow 、Python文本挖掘/NLP实战示例、 Blackstone：面向非结构化法律文本的spaCy pipeline和NLP模型通过同义词替换实现文本“变脸” 、中文 预训练 ELECTREA 模型: 基于对抗学习 pretrain Chinese Model 、albert-chinese-ner - 用预训练语言模型ALBERT做中文NER 、基于GPT2的特定主题文本生成/文本增广、开源预训练语言模型合集、多语言句向量包、编码、标记和实现：一种可控高效的文本生成方法、 英文脏话大列表 、attnvis：GPT2、BERT等transformer语言模型注意力交互可视化、CoVoST：Facebook发布的多语种语音-文本翻译语料库，包括11种语言(法语、德语、荷兰语、俄语、西班牙语、意大利语、土耳其语、波斯语、瑞典语、蒙古语和中文)的语音、文字转录及英文译文、Jiagu自然语言处理工具 - 以BiLSTM等模型为基础，提供知识图谱关系抽取 中文分词 词性标注 命名实体识别 情感分析 新词发现 关键词 文本摘要 文本聚类等功能、用unet实现对文档表格的自动检测，表格重建、NLP事件提取文献资源列表 、 金融领域自然语言处理研究资源大列表、CLUEDatasetSearch - 中英文NLP数据集：搜索所有中文NLP数据集，附常用英文NLP数据集 、medical_NER - 中文医学知识图谱命名实体识别 、(哈佛)讲因果推理的免费书、知识图谱相关学习资料/数据集/工具资源大列表、Forte：灵活强大的自然语言处理pipeline工具集 、Python字符串相似性算法库、PyLaia：面向手写文档分析的深度学习工具包、TextFooler：针对文本分类/推理的对抗文本生成模块、Haystack：灵活、强大的可扩展问答(QA)框架、中文关键短语抽取工具 | 2021-08-20T05:49:28Z |
| 27 | [PayloadsAllTheThings](https://github.com/swisskyrepo/PayloadsAllTheThings) | 33147 | 9098 | Python | 0 | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | 2021-12-22T15:22:46Z |
| 28 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 33089 | 19436 | Python | 0 | None | 2021-02-28T20:39:55Z |
| 29 | [interview_internal_reference](https://github.com/0voice/interview_internal_reference) | 33076 | 8975 | Python | 26 | 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 |
| 30 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 32755 | 4445 | Python | 186 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2021-12-28T19:34:03Z |
| 31 | [Real-Time-Voice-Cloning](https://github.com/CorentinJ/Real-Time-Voice-Cloning) | 32358 | 5890 | Python | 15 | Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2021-12-28T20:04:36Z |
| 32 | [pandas](https://github.com/pandas-dev/pandas) | 32137 | 13681 | Python | 3299 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2021-12-29T12:17:04Z |
| 33 | [rich](https://github.com/willmcgugan/rich) | 31869 | 1038 | Python | 24 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2021-12-28T13:03:56Z |
| 34 | [openpilot](https://github.com/commaai/openpilot) | 31818 | 5886 | Python | 104 | openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for over 150 supported car makes and models. | 2021-12-29T10:17:03Z |
| 35 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 31453 | 6743 | Python | 43 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2021-11-13T14:55:53Z |
| 36 | [DeepFaceLab](https://github.com/iperov/DeepFaceLab) | 30457 | 6880 | Python | 369 | DeepFaceLab is the leading software for creating deepfakes. | 2021-12-09T18:47:05Z |
| 37 | [12306](https://github.com/testerSunshine/12306) | 30360 | 9425 | Python | 206 | 12306智能刷票，订票 | 2021-08-25T15:36:49Z |
| 38 | [bert](https://github.com/google-research/bert) | 30051 | 8447 | Python | 746 | TensorFlow code and pre-trained models for BERT | 2021-09-11T19:02:31Z |
| 39 | [python-patterns](https://github.com/faif/python-patterns) | 29930 | 6107 | Python | 12 | A collection of design patterns/idioms in Python | 2021-12-23T16:35:09Z |
| 40 | [sentry](https://github.com/getsentry/sentry) | 29770 | 3316 | Python | 307 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2021-12-29T09:50:32Z |
| 41 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 29360 | 6920 | 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。 | 2021-12-29T07:20:54Z |
| 42 | [sherlock](https://github.com/sherlock-project/sherlock) | 28726 | 3137 | Python | 63 | 🔎 Hunt down social media accounts by username across social networks | 2021-12-26T11:44:00Z |
| 43 | [certbot](https://github.com/certbot/certbot) | 28565 | 3173 | Python | 527 | 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. | 2021-12-27T08:20:13Z |
| 44 | [cheat.sh](https://github.com/chubin/cheat.sh) | 27867 | 1396 | Python | 84 | the only cheat sheet you need | 2021-11-17T22:27:08Z |
| 45 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 27821 | 2336 | Python | 41 | What the f*ck Python? 😱 | 2021-12-23T07:21:30Z |
| 46 | [jieba](https://github.com/fxsjy/jieba) | 27630 | 6444 | Python | 582 | 结巴中文分词 | 2021-07-25T14:17:48Z |
| 47 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 26928 | 4916 | Python | 4 | Comprehensive Python Cheatsheet | 2021-12-25T02:27:11Z |
| 48 | [gym](https://github.com/openai/gym) | 26073 | 7491 | Python | 101 | A toolkit for developing and comparing reinforcement learning algorithms. | 2021-12-28T20:55:49Z |
| 49 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 25577 | 3161 | Python | 239 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2021-12-27T15:58:24Z |
| 50 | [Detectron](https://github.com/facebookresearch/Detectron) | 24889 | 5412 | Python | 300 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2021-08-30T20:51:37Z |
| 51 | [Python](https://github.com/geekcomputers/Python) | 24400 | 10581 | Python | 139 | My Python Examples | 2021-12-23T16:41:23Z |
| 52 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 24388 | 3955 | Python | 33 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2021-04-11T09:48:23Z |
| 53 | [airflow](https://github.com/apache/airflow) | 24185 | 9799 | Python | 811 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2021-12-29T11:55:59Z |
| 54 | [black](https://github.com/psf/black) | 24084 | 1553 | Python | 339 | The uncompromising Python code formatter | 2021-12-29T06:05:43Z |
| 55 | [YouCompleteMe](https://github.com/ycm-core/YouCompleteMe) | 23549 | 2738 | Python | 28 | A code-completion engine for Vim | 2021-12-28T23:05:45Z |
| 56 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 22601 | 6954 | Python | 62 | PyTorch Tutorial for Deep Learning Researchers | 2021-10-16T07:35:35Z |
| 57 | [pipenv](https://github.com/pypa/pipenv) | 22555 | 1695 | Python | 524 |  Python Development Workflow for Humans. | 2021-12-29T03:09:31Z |
| 58 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 22472 | 5992 | Python | 107 | Web APIs for Django. 🎸 | 2021-12-27T12:27:18Z |
| 59 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 22103 | 6895 | 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. | 2021-11-04T20:19:10Z |
| 60 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 22027 | 4624 | Python | 47 | Automatic SQL injection and database takeover tool | 2021-12-27T10:19:53Z |
| 61 | [spaCy](https://github.com/explosion/spaCy) | 22025 | 3665 | Python | 90 | 💫 Industrial-strength Natural Language Processing (NLP) in Python | 2021-12-29T11:16:56Z |
| 62 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 21081 | 10388 | Python | 1690 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2021-12-07T08:18:43Z |
| 63 | [Depix](https://github.com/beurtschipper/Depix) | 21019 | 2511 | Python | 0 | Recovers passwords from pixelized screenshots | 2021-12-12T06:13:17Z |
| 64 | [python-fire](https://github.com/google/python-fire) | 20737 | 1232 | Python | 97 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2021-12-06T18:05:56Z |
| 65 | [tqdm](https://github.com/tqdm/tqdm) | 20734 | 1060 | Python | 265 | A Fast, Extensible Progress Bar for Python and CLI | 2021-12-26T02:31:50Z |
| 66 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 20645 | 4081 | Python | 28 | 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 |
| 67 | [tornado](https://github.com/tornadoweb/tornado) | 20345 | 5430 | Python | 213 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. | 2021-12-17T17:25:53Z |
| 68 | [yolov5](https://github.com/ultralytics/yolov5) | 20330 | 7124 | Python | 203 | YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite | 2021-12-28T13:13:28Z |
| 69 | [redash](https://github.com/getredash/redash) | 20209 | 3545 | Python | 465 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2021-12-28T14:32:10Z |
| 70 | [algo](https://github.com/wangzheng0822/algo) | 20169 | 6500 | Python | 97 | 数据结构和算法必知必会的50个代码实现 | 2021-11-15T11:07:44Z |
| 71 | [algorithms](https://github.com/keon/algorithms) | 20157 | 4138 | Python | 52 | Minimal examples of data structures and algorithms in Python | 2021-12-19T04:52:09Z |
| 72 | [devops-exercises](https://github.com/bregman-arie/devops-exercises) | 20032 | 4100 | Python | 12 | Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions | 2021-12-20T20:32:29Z |
| 73 | [glances](https://github.com/nicolargo/glances) | 19704 | 1266 | Python | 207 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2021-12-28T08:41:44Z |
| 74 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 19546 | 3342 | Python | 29 | 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. | 2021-12-07T04:21:09Z |
| 75 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 19396 | 2722 | Python | 35 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2021-12-29T10:30:03Z |
| 76 | [detectron2](https://github.com/facebookresearch/detectron2) | 19384 | 5221 | Python | 130 | Detectron2 is a platform for object detection, segmentation and other visual recognition tasks. | 2021-12-27T09:05:46Z |
| 77 | [numpy](https://github.com/numpy/numpy) | 19188 | 6330 | Python | 2036 | The fundamental package for scientific computing with Python. | 2021-12-29T04:11:24Z |
| 78 | [cascadia-code](https://github.com/microsoft/cascadia-code) | 18764 | 625 | Python | 62 | 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 |
| 79 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 18714 | 1344 | Python | 10 | Guide to securing and improving privacy on macOS | 2021-12-03T00:55:42Z |
| 80 | [celery](https://github.com/celery/celery) | 18423 | 4172 | Python | 443 | Distributed Task Queue (development branch) | 2021-12-29T05:50:31Z |
| 81 | [PaddleOCR](https://github.com/PaddlePaddle/PaddleOCR) | 18361 | 3753 | Python | 920 | 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) | 2021-12-29T12:17:35Z |
| 82 | [spleeter](https://github.com/deezer/spleeter) | 18255 | 1958 | Python | 107 | Deezer source separation library including pretrained models. | 2021-12-08T16:06:40Z |
| 83 | [locust](https://github.com/locustio/locust) | 17815 | 2317 | Python | 22 | Scalable user load testing tool written in Python | 2021-12-25T23:22:00Z |
| 84 | [mmdetection](https://github.com/open-mmlab/mmdetection) | 17764 | 6393 | Python | 369 | OpenMMLab Detection Toolbox and Benchmark | 2021-12-29T06:07:09Z |
| 85 | [poetry](https://github.com/python-poetry/poetry) | 17644 | 1466 | Python | 1066 | Python dependency management and packaging made easy. | 2021-12-28T12:02:45Z |
| 86 | [jumpserver](https://github.com/jumpserver/jumpserver) | 17626 | 4471 | Python | 205 | 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。 | 2021-12-29T12:10:58Z |
| 87 | [examples](https://github.com/pytorch/examples) | 17576 | 8218 | Python | 251 | A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc. | 2021-12-29T01:11:30Z |
| 88 | [Paddle](https://github.com/PaddlePaddle/Paddle) | 17343 | 4218 | Python | 1981 | PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署） | 2021-12-29T12:17:38Z |
| 89 | [python-telegram-bot](https://github.com/python-telegram-bot/python-telegram-bot) | 17301 | 3728 | Python | 25 | We have made you a wrapper you can't refuse | 2021-12-29T11:09:58Z |
| 90 | [magenta](https://github.com/magenta/magenta) | 17290 | 3577 | Python | 292 | Magenta: Music and Art Generation with Machine Intelligence | 2021-10-18T02:01:53Z |
| 91 | [streamlit](https://github.com/streamlit/streamlit) | 17051 | 1533 | Python | 504 | Streamlit — The fastest way to build data apps in Python | 2021-12-29T06:34:48Z |
| 92 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 16963 | 1731 | Python | 13 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2021-12-27T07:54:23Z |
| 93 | [pytorch-lightning](https://github.com/PyTorchLightning/pytorch-lightning) | 16732 | 2049 | Python | 368 | The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate. | 2021-12-29T08:28:16Z |
| 94 | [pytorch-CycleGAN-and-pix2pix](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) | 16568 | 4995 | Python | 361 | Image-to-Image Translation in PyTorch | 2021-12-07T03:33:34Z |
| 95 | [wttr.in](https://github.com/chubin/wttr.in) | 16409 | 793 | Python | 168 | :partly_sunny: The right way to check the weather | 2021-12-25T13:58:53Z |
| 96 | [toml](https://github.com/toml-lang/toml) | 16395 | 785 | Python | 42 | Tom's Obvious, Minimal Language | 2021-12-13T08:59:04Z |
| 97 | [labelImg](https://github.com/tzutalin/labelImg) | 16184 | 5081 | Python | 286 | 🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images | 2021-12-28T17:10:38Z |
| 98 | [professional-programming](https://github.com/charlax/professional-programming) | 15963 | 1451 | Python | 0 | A collection of full-stack resources for programmers. | 2021-12-24T13:47:31Z |
| 99 | [cookiecutter](https://github.com/cookiecutter/cookiecutter) | 15925 | 1568 | Python | 179 | A command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, VueJS projects. | 2021-12-29T12:13:52Z |
| 100 | [reddit](https://github.com/reddit-archive/reddit) | 15924 | 2887 | Python | 0 | historical code from reddit.com | 2017-10-17T19:57:07Z |