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[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) | 108665 | 13300 | Python | 237 | A collective list of free APIs for use in software and web development. | 2021-01-23T09:37:22Z |
| 2 | [Python](https://github.com/TheAlgorithms/Python) | 97622 | 28166 | Python | 42 | All Algorithms implemented in Python | 2021-01-24T13:05:21Z |
| 3 | [models](https://github.com/tensorflow/models) | 68434 | 43379 | Python | 1072 | Models and examples built with TensorFlow | 2021-01-24T20:51:07Z |
| 4 | [django](https://github.com/django/django) | 55144 | 23691 | Python | 183 | The Web framework for perfectionists with deadlines. | 2021-01-24T22:11:30Z |
| 5 | [flask](https://github.com/pallets/flask) | 53621 | 14086 | Python | 23 | The Python micro framework for building web applications. | 2021-01-22T08:57:09Z |
| 6 | [keras](https://github.com/keras-team/keras) | 50570 | 18719 | Python | 3179 | Deep Learning for humans | 2021-01-23T20:30:46Z |
| 7 | [httpie](https://github.com/httpie/httpie) | 49535 | 3218 | Python | 147 | 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 | 2021-01-21T21:50:43Z |
| 8 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 48054 | 12038 | Python | 1 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2021-01-20T18:38:00Z |
| 9 | [requests](https://github.com/psf/requests) | 44419 | 8099 | Python | 305 | A simple, yet elegant HTTP library. | 2021-01-24T22:59:47Z |
| 10 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 44140 | 20901 | Python | 2299 | scikit-learn: machine learning in Python | 2021-01-25T01:55:49Z |
| 11 | [transformers](https://github.com/huggingface/transformers) | 39868 | 9737 | Python | 527 | 🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0. | 2021-01-25T01:49:40Z |
| 12 | [core](https://github.com/home-assistant/core) | 39692 | 13021 | Python | 1823 | :house_with_garden: Open source home automation that puts local control and privacy first | 2021-01-25T02:31:45Z |
| 13 | [scrapy](https://github.com/scrapy/scrapy) | 39540 | 8997 | Python | 759 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2021-01-16T05:49:45Z |
| 14 | [you-get](https://github.com/soimort/you-get) | 38709 | 8007 | Python | 352 | :arrow_double_down: Dumb downloader that scrapes the web | 2021-01-22T00:06:27Z |
| 15 | [face_recognition](https://github.com/ageitgey/face_recognition) | 38277 | 10790 | Python | 570 | The world's simplest facial recognition api for Python and the command line | 2020-12-19T11:44:26Z |
| 16 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 36830 | 5451 | Python | 31 | :octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目 | 2020-12-27T17:01:55Z |
| 17 | [cpython](https://github.com/python/cpython) | 35784 | 17565 | Python | 1434 | The Python programming language | 2021-01-24T23:36:04Z |
| 18 | [faceswap](https://github.com/deepfakes/faceswap) | 33989 | 10525 | Python | 8 | Deepfakes Software For All | 2021-01-23T15:56:15Z |
| 19 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 32924 | 19665 | Python | 448 | None | 2019-11-06T02:01:03Z |
| 20 | [interview_internal_reference](https://github.com/0voice/interview_internal_reference) | 30108 | 8259 | Python | 23 | 2020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。 | 2020-10-17T02:49:24Z |
| 21 | [manim](https://github.com/3b1b/manim) | 29866 | 3812 | Python | 343 | Animation engine for explanatory math videos | 2021-01-24T00:19:22Z |
| 22 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 29727 | 3975 | Python | 184 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2021-01-23T14:23:57Z |
| 23 | [12306](https://github.com/testerSunshine/12306) | 29366 | 9326 | Python | 254 | 12306智能刷票，订票 | 2021-01-11T03:52:27Z |
| 24 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 29153 | 6409 | Python | 81 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2021-01-24T13:19:16Z |
| 25 | [AiLearning](https://github.com/apachecn/AiLearning) | 28680 | 9731 | Python | 33 | AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP | 2021-01-20T16:02:37Z |
| 26 | [funNLP](https://github.com/fighting41love/funNLP) | 28218 | 8351 | Python | 12 | 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 | 2020-12-22T20:11:33Z |
| 27 | [localstack](https://github.com/localstack/localstack) | 28157 | 2206 | Python | 258 | 💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2021-01-24T17:55:47Z |
| 28 | [python-patterns](https://github.com/faif/python-patterns) | 27134 | 5629 | Python | 17 | A collection of design patterns/idioms in Python | 2021-01-24T11:40:04Z |
| 29 | [sentry](https://github.com/getsentry/sentry) | 27129 | 3059 | Python | 260 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2021-01-24T18:30:00Z |
| 30 | [bert](https://github.com/google-research/bert) | 26730 | 7549 | Python | 771 | TensorFlow code and pre-trained models for BERT | 2021-01-19T15:38:26Z |
| 31 | [fastapi](https://github.com/tiangolo/fastapi) | 26267 | 1787 | Python | 630 | FastAPI framework, high performance, easy to learn, fast to code, ready for production | 2021-01-22T20:28:03Z |
| 32 | [jieba](https://github.com/fxsjy/jieba) | 25342 | 6078 | Python | 594 | 结巴中文分词 | 2020-12-05T18:32:32Z |
| 33 | [gym](https://github.com/openai/gym) | 23284 | 6630 | Python | 244 | A toolkit for developing and comparing reinforcement learning algorithms. | 2021-01-21T20:35:39Z |
| 34 | [cheat.sh](https://github.com/chubin/cheat.sh) | 23238 | 1171 | Python | 83 | the only cheat sheet you need | 2021-01-24T14:59:17Z |
| 35 | [DeepFaceLab](https://github.com/iperov/DeepFaceLab) | 23011 | 5277 | Python | 246 | DeepFaceLab is the leading software for creating deepfakes. | 2021-01-21T12:54:30Z |
| 36 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 22986 | 2048 | Python | 41 | What the f*ck Python? | 2021-01-17T08:26:56Z |
| 37 | [Real-Time-Voice-Cloning](https://github.com/CorentinJ/Real-Time-Voice-Cloning) | 22524 | 4327 | Python | 12 | Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2021-01-24T09:41:57Z |
| 38 | [linux-insides](https://github.com/0xAX/linux-insides) | 22251 | 2519 | Python | 42 | A little bit about a linux kernel | 2020-12-20T10:53:37Z |
| 39 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 21740 | 3450 | Python | 58 | 120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards. | 2020-12-11T15:29:16Z |
| 40 | [pipenv](https://github.com/pypa/pipenv) | 21466 | 1586 | Python | 477 | Python Development Workflow for Humans. | 2021-01-21T10:18:28Z |
| 41 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 21307 | 2740 | Python | 224 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2021-01-24T21:45:31Z |
| 42 | [PayloadsAllTheThings](https://github.com/swisskyrepo/PayloadsAllTheThings) | 21179 | 6312 | Python | 12 | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | 2021-01-25T02:21:16Z |
| 43 | [rich](https://github.com/willmcgugan/rich) | 20644 | 599 | Python | 9 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2021-01-24T17:52:39Z |
| 44 | [sherlock](https://github.com/sherlock-project/sherlock) | 20365 | 2074 | Python | 73 | 🔎 Hunt down social media accounts by username across social networks | 2021-01-20T22:32:10Z |
| 45 | [airflow](https://github.com/apache/airflow) | 20178 | 7855 | Python | 999 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2021-01-25T00:05:05Z |
| 46 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 20106 | 6397 | Python | 16 | 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. | 2020-12-21T20:44:47Z |
| 47 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 20071 | 5505 | Python | 347 | Web APIs for Django. 🎸 | 2021-01-24T20:38:33Z |
| 48 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 19783 | 5094 | Python | 6 | 《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被全球175所大学采用教学。 | 2021-01-25T02:32:54Z |
| 49 | [tornado](https://github.com/tornadoweb/tornado) | 19754 | 5312 | Python | 218 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. | 2021-01-18T08:54:04Z |
| 50 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 19450 | 6186 | Python | 75 | PyTorch Tutorial for Deep Learning Researchers | 2020-12-21T07:28:47Z |
| 51 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 19298 | 9215 | Python | 1615 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2020-12-18T20:32:59Z |
| 52 | [black](https://github.com/psf/black) | 19252 | 1238 | Python | 400 | The uncompromising Python code formatter | 2021-01-24T16:45:35Z |
| 53 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 18760 | 3648 | Python | 36 | 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. | 2020-12-21T21:14:19Z |
| 54 | [algorithms](https://github.com/keon/algorithms) | 18628 | 3814 | Python | 149 | Minimal examples of data structures and algorithms in Python | 2021-01-24T14:53:12Z |
| 55 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 18278 | 3578 | Python | 23 | Comprehensive Python Cheatsheet | 2021-01-20T16:26:07Z |
| 56 | [spaCy](https://github.com/explosion/spaCy) | 18099 | 3212 | Python | 92 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2021-01-25T02:29:25Z |
| 57 | [redash](https://github.com/getredash/redash) | 18055 | 3106 | Python | 580 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2021-01-23T00:03:19Z |
| 58 | [algo](https://github.com/wangzheng0822/algo) | 17742 | 5735 | Python | 129 | 数据结构和算法必知必会的50个代码实现 | 2021-01-23T04:02:28Z |
| 59 | [glances](https://github.com/nicolargo/glances) | 17699 | 1162 | Python | 193 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2021-01-25T00:08:19Z |
| 60 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 17674 | 3032 | Python | 26 | 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. | 2021-01-24T13:49:58Z |
| 61 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 17663 | 1240 | Python | 7 | Guide to securing and improving privacy on macOS | 2020-11-11T19:58:48Z |
| 62 | [tqdm](https://github.com/tqdm/tqdm) | 17171 | 886 | Python | 277 | A Fast, Extensible Progress Bar for Python and CLI | 2021-01-24T03:26:14Z |
| 63 | [celery](https://github.com/celery/celery) | 16587 | 3940 | Python | 501 | Distributed Task Queue (development branch) | 2021-01-24T23:34:55Z |
| 64 | [TensorFlow-Course](https://github.com/instillai/TensorFlow-Course) | 15418 | 3129 | Python | 2 | :satellite: Simple and ready-to-use tutorials for TensorFlow | 2020-12-21T21:15:27Z |
| 65 | [spleeter](https://github.com/deezer/spleeter) | 15379 | 1565 | Python | 97 | Deezer source separation library including pretrained models. | 2021-01-21T16:39:20Z |
| 66 | [examples](https://github.com/pytorch/examples) | 15300 | 7153 | Python | 298 | A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc. | 2021-01-24T20:26:36Z |
| 67 | [jumpserver](https://github.com/jumpserver/jumpserver) | 15110 | 4058 | Python | 130 | 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。 | 2021-01-25T02:55:38Z |
| 68 | [professional-programming](https://github.com/charlax/professional-programming) | 14855 | 1329 | Python | 0 | A collection of full-stack resources for programmers. | 2021-01-18T20:59:14Z |
| 69 | [pyspider](https://github.com/binux/pyspider) | 14833 | 3562 | Python | 277 | A Powerful Spider(Web Crawler) System in Python. | 2020-10-22T04:00:13Z |
| 70 | [toml](https://github.com/toml-lang/toml) | 14756 | 722 | Python | 38 | Tom's Obvious, Minimal Language | 2021-01-23T22:58:48Z |
| 71 | [Depix](https://github.com/beurtschipper/Depix) | 14706 | 1729 | Python | 7 | Recovers passwords from pixelized screenshots | 2021-01-16T10:35:15Z |
| 72 | [detectron2](https://github.com/facebookresearch/detectron2) | 14638 | 3716 | Python | 94 | Detectron2 is FAIR's next-generation platform for object detection and segmentation. | 2021-01-23T17:53:11Z |
| 73 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 14629 | 4164 | Python | 70 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2021-01-24T22:58:34Z |
| 74 | [ipython](https://github.com/ipython/ipython) | 14624 | 4134 | Python | 1470 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2021-01-24T19:27:17Z |
| 75 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 14573 | 1519 | Python | 24 | A list of awesome applications, software, tools and other materials for Linux distros. | 2021-01-24T09:05:14Z |
| 76 | [bokeh](https://github.com/bokeh/bokeh) | 14554 | 3621 | Python | 604 | Interactive Data Visualization in the browser, from Python | 2021-01-24T21:48:36Z |
| 77 | [sanic](https://github.com/sanic-org/sanic) | 14477 | 1307 | Python | 45 | Async Python 3.6+ web server/framework \| Build fast. Run fast. | 2021-01-25T00:39:25Z |
| 78 | [nginx-proxy](https://github.com/nginx-proxy/nginx-proxy) | 14316 | 2564 | Python | 677 | Automated nginx proxy for Docker containers using docker-gen | 2021-01-10T12:57:27Z |
| 79 | [PySnooper](https://github.com/cool-RR/PySnooper) | 14164 | 877 | Python | 17 | Never use print for debugging again | 2020-12-28T18:13:10Z |
| 80 | [luigi](https://github.com/spotify/luigi) | 14142 | 2214 | Python | 67 | Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in. | 2021-01-17T18:35:42Z |
| 81 | [gpt-2](https://github.com/openai/gpt-2) | 13991 | 3557 | Python | 122 | Code for the paper "Language Models are Unsupervised Multitask Learners" | 2021-01-24T05:14:38Z |
| 82 | [Paddle](https://github.com/PaddlePaddle/Paddle) | 13903 | 3435 | Python | 2329 | 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） | 2021-01-25T02:55:48Z |
| 83 | [cookiecutter](https://github.com/cookiecutter/cookiecutter) | 13694 | 1403 | Python | 194 | A command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, VueJS projects. | 2021-01-21T18:11:00Z |
| 84 | [wttr.in](https://github.com/chubin/wttr.in) | 13659 | 684 | Python | 143 | :partly_sunny: The right way to check the weather | 2021-01-22T18:13:16Z |
| 85 | [poetry](https://github.com/python-poetry/poetry) | 13611 | 1077 | Python | 1009 | Python dependency management and packaging made easy. | 2021-01-22T17:21:46Z |
| 86 | [mmdetection](https://github.com/open-mmlab/mmdetection) | 13415 | 4614 | Python | 331 | OpenMMLab Detection Toolbox and Benchmark | 2021-01-24T15:34:01Z |
| 87 | [zipline](https://github.com/quantopian/zipline) | 13177 | 3787 | Python | 331 | Zipline, a Pythonic Algorithmic Trading Library | 2020-12-18T13:20:06Z |
| 88 | [streamlit](https://github.com/streamlit/streamlit) | 12765 | 1076 | Python | 558 | Streamlit — The fastest way to build data apps in Python | 2021-01-24T06:34:59Z |
| 89 | [awesome-python-login-model](https://github.com/Kr1s77/awesome-python-login-model) | 12749 | 2820 | Python | 53 | 😮python模拟登陆一些大型网站，还有一些简单的爬虫，希望对你们有所帮助❤️，如果喜欢记得给个star哦🌟 | 2020-10-01T19:46:02Z |
| 90 | [fabric](https://github.com/fabric/fabric) | 12692 | 1816 | Python | 427 | Simple, Pythonic remote execution and deployment. | 2021-01-19T01:11:57Z |
| 91 | [wxpy](https://github.com/youfou/wxpy) | 12572 | 2209 | Python | 302 | 微信机器人 / 可能是最优雅的微信个人号 API ✨✨ | 2019-07-14T17:59:47Z |
| 92 | [chinese-programmer-wrong-pronunciation](https://github.com/shimohq/chinese-programmer-wrong-pronunciation) | 12495 | 1097 | Python | 75 | 中国程序员容易发音错误的单词 | 2020-11-30T22:21:35Z |
| 93 | [python-spider](https://github.com/Jack-Cherish/python-spider) | 12373 | 4861 | Python | 3 | :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 | 2021-01-07T22:35:17Z |
| 94 | [diagrams](https://github.com/mingrammer/diagrams) | 12352 | 677 | Python | 165 | :art: Diagram as Code for prototyping cloud system architectures | 2021-01-23T21:13:58Z |
| 95 | [powerline](https://github.com/powerline/powerline) | 12293 | 936 | Python | 183 | Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile. | 2021-01-08T10:25:54Z |
| 96 | [InstaPy](https://github.com/timgrossmann/InstaPy) | 12206 | 3095 | Python | 130 | 📷 Instagram Bot - Tool for automated Instagram interactions | 2021-01-19T08:13:33Z |
| 97 | [prophet](https://github.com/facebook/prophet) | 12153 | 3458 | Python | 77 | Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth. | 2021-01-14T22:39:36Z |
| 98 | [game-programmer](https://github.com/miloyip/game-programmer) | 12078 | 1517 | Python | 22 | A Study Path for Game Programmer | 2019-10-26T03:01:04Z |
| 99 | [faker](https://github.com/joke2k/faker) | 12006 | 1364 | Python | 133 | Faker is a Python package that generates fake data for you. | 2021-01-23T11:13:02Z |
| 100 | [inter](https://github.com/rsms/inter) | 11775 | 273 | Python | 65 | The Inter font family | 2020-12-22T01:05:39Z |
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