[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) | 198019 | 22811 | Python | 5 | A collective list of free APIs | 2022-06-25T19:08:40Z | | 2 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 185224 | 33695 | Python | 161 | Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards. | 2022-06-28T19:13:20Z | | 3 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 111117 | 7887 | Python | 3835 | Command-line program to download videos from YouTube.com and other video sites | 2022-06-27T23:28:35Z | | 4 | [thefuck](https://github.com/nvbn/thefuck) | 71867 | 3221 | Python | 201 | Magnificent app which corrects your previous console command. | 2022-06-28T16:28:38Z | | 5 | [django](https://github.com/django/django) | 64828 | 27336 | Python | 0 | The Web framework for perfectionists with deadlines. | 2022-06-29T01:59:07Z | | 6 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 56722 | 7937 | Python | 21 | :octocat: 分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub. | 2022-06-28T01:13:15Z | | 7 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 54732 | 13398 | Python | 0 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2022-06-28T16:52:43Z | | 8 | [core](https://github.com/home-assistant/core) | 53663 | 18646 | Python | 1246 | :house_with_garden: Open source home automation that puts local control and privacy first. | 2022-06-29T03:00:27Z | | 9 | [ansible](https://github.com/ansible/ansible) | 53621 | 22053 | Python | 741 | 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. | 2022-06-29T00:41:04Z | | 10 | [requests](https://github.com/psf/requests) | 47720 | 8792 | Python | 176 | A simple, yet elegant, HTTP library. | 2022-06-29T02:08:29Z | | 11 | [fastapi](https://github.com/tiangolo/fastapi) | 46665 | 3649 | Python | 1068 | FastAPI framework, high performance, easy to learn, fast to code, ready for production | 2022-06-28T15:51:50Z | | 12 | [cpython](https://github.com/python/cpython) | 45863 | 23873 | Python | 6766 | The Python programming language | 2022-06-29T01:03:42Z | | 13 | [manim](https://github.com/3b1b/manim) | 45491 | 4917 | Python | 332 | Animation engine for explanatory math videos | 2022-06-28T01:18:09Z | | 14 | [you-get](https://github.com/soimort/you-get) | 44297 | 8944 | Python | 0 | :arrow_double_down: Dumb downloader that scrapes the web | 2022-06-27T09:55:43Z | | 15 | [scrapy](https://github.com/scrapy/scrapy) | 43850 | 9657 | Python | 500 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2022-06-28T12:16:38Z | | 16 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 42534 | 2031 | Python | 55 | 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. | 2022-05-10T18:59:45Z | | 17 | [funNLP](https://github.com/fighting41love/funNLP) | 41368 | 11423 | Python | 20 | 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 | | 18 | [Real-Time-Voice-Cloning](https://github.com/CorentinJ/Real-Time-Voice-Cloning) | 35379 | 6533 | Python | 58 | Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2022-06-28T17:12:27Z | | 19 | [pandas](https://github.com/pandas-dev/pandas) | 34365 | 14600 | Python | 3403 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2022-06-29T02:22:16Z | | 20 | [DeepFaceLab](https://github.com/iperov/DeepFaceLab) | 33519 | 7632 | Python | 424 | DeepFaceLab is the leading software for creating deepfakes. | 2022-05-23T01:20:39Z | | 21 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 33279 | 7743 | 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。 | 2022-06-29T02:47:41Z | | 22 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 33193 | 19316 | Python | 0 | None | 2022-05-04T07:08:07Z | | 23 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 32663 | 6947 | Python | 44 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2022-02-07T08:21:30Z | | 24 | [sherlock](https://github.com/sherlock-project/sherlock) | 32621 | 3794 | Python | 84 | 🔎 Hunt down social media accounts by username across social networks | 2022-06-21T17:45:56Z | | 25 | [bert](https://github.com/google-research/bert) | 31555 | 8762 | Python | 761 | TensorFlow code and pre-trained models for BERT | 2022-06-28T15:20:08Z | | 26 | [sentry](https://github.com/getsentry/sentry) | 31196 | 3497 | Python | 394 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2022-06-29T02:14:37Z | | 27 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 31152 | 2485 | Python | 51 | What the f*ck Python? 😱 | 2022-06-03T14:19:30Z | | 28 | [12306](https://github.com/testerSunshine/12306) | 30607 | 9439 | Python | 209 | 12306智能刷票,订票 | 2022-05-26T20:27:48Z | | 29 | [jieba](https://github.com/fxsjy/jieba) | 28814 | 6571 | Python | 591 | 结巴中文分词 | 2022-04-07T12:41:40Z | | 30 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 28002 | 3397 | Python | 246 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2022-06-28T16:29:26Z | | 31 | [yolov5](https://github.com/ultralytics/yolov5) | 27966 | 10000 | Python | 275 | YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite | 2022-06-29T02:45:36Z | | 32 | [gym](https://github.com/openai/gym) | 27906 | 7859 | Python | 26 | A toolkit for developing and comparing reinforcement learning algorithms. | 2022-06-28T14:26:12Z | | 33 | [yt-dlp](https://github.com/yt-dlp/yt-dlp) | 27610 | 2171 | Python | 565 | A youtube-dl fork with additional features and fixes | 2022-06-29T02:03:47Z | | 34 | [airflow](https://github.com/apache/airflow) | 26497 | 10799 | Python | 720 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2022-06-29T02:16:16Z | | 35 | [devops-exercises](https://github.com/bregman-arie/devops-exercises) | 26591 | 5616 | Python | 17 | Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions | 2022-06-28T19:07:47Z | | 36 | [Python](https://github.com/geekcomputers/Python) | 25723 | 10976 | Python | 165 | My Python Examples | 2022-06-28T16:55:50Z | | 37 | [Detectron](https://github.com/facebookresearch/Detectron) | 25221 | 5454 | Python | 301 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2021-08-30T20:51:37Z | | 38 | [diagrams](https://github.com/mingrammer/diagrams) | 23545 | 1427 | Python | 212 | :art: Diagram as Code for prototyping cloud system architectures | 2022-06-27T12:08:49Z | | 39 | [PaddleOCR](https://github.com/PaddlePaddle/PaddleOCR) | 22983 | 4704 | Python | 1094 | 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) | 2022-06-28T12:32:15Z | | 40 | [python-fire](https://github.com/google/python-fire) | 22618 | 1307 | Python | 97 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2022-06-07T06:13:16Z | | 41 | [Depix](https://github.com/beurtschipper/Depix) | 22459 | 2717 | Python | 0 | Recovers passwords from pixelized screenshots | 2022-06-16T16:41:57Z | | 42 | [tqdm](https://github.com/tqdm/tqdm) | 22300 | 1133 | Python | 278 | A Fast, Extensible Progress Bar for Python and CLI | 2022-06-26T03:09:54Z | | 43 | [detectron2](https://github.com/facebookresearch/detectron2) | 21332 | 5802 | Python | 186 | Detectron2 is a platform for object detection, segmentation and other visual recognition tasks. | 2022-06-23T23:31:38Z | | 44 | [algorithms](https://github.com/keon/algorithms) | 21185 | 4332 | Python | 59 | Minimal examples of data structures and algorithms in Python | 2022-06-14T16:10:06Z | | 45 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 20999 | 3006 | Python | 17 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2022-06-28T07:42:32Z | | 46 | [numpy](https://github.com/numpy/numpy) | 20802 | 7052 | Python | 1989 | The fundamental package for scientific computing with Python. | 2022-06-29T02:29:41Z | | 47 | [glances](https://github.com/nicolargo/glances) | 20726 | 1304 | Python | 225 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2022-06-25T13:50:11Z | | 48 | [tornado](https://github.com/tornadoweb/tornado) | 20600 | 5455 | Python | 202 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. | 2022-06-23T00:26:37Z | | 49 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 20568 | 3472 | Python | 30 | 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. | 2022-06-07T09:13:07Z | | 50 | [cascadia-code](https://github.com/microsoft/cascadia-code) | 20359 | 678 | Python | 79 | 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. | 2022-05-16T22:10:26Z | | 51 | [poetry](https://github.com/python-poetry/poetry) | 20336 | 1659 | Python | 924 | Python dependency management and packaging made easy. | 2022-06-29T01:10:22Z | | 52 | [streamlit](https://github.com/streamlit/streamlit) | 19690 | 1767 | Python | 586 | Streamlit — The fastest way to build data apps in Python | 2022-06-28T20:04:10Z | | 53 | [pytorch-image-models](https://github.com/rwightman/pytorch-image-models) | 19339 | 3196 | Python | 55 | PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more | 2022-06-28T20:28:01Z | | 54 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 19254 | 1389 | Python | 12 | Guide to securing and improving privacy on macOS | 2022-05-01T19:44:53Z | | 55 | [lightning](https://github.com/Lightning-AI/lightning) | 19171 | 2482 | Python | 383 | Build high-performance AI models with PyTorch Lightning (organized PyTorch). Deploy models with Lightning Apps (organized Python to build end-to-end ML systems). | 2022-06-29T02:35:01Z | | 56 | [locust](https://github.com/locustio/locust) | 19160 | 2471 | Python | 21 | Scalable user load testing tool written in Python | 2022-06-28T22:12:13Z | | 57 | [hackingtool](https://github.com/Z4nzu/hackingtool) | 19021 | 2327 | Python | 55 | ALL IN ONE Hacking Tool For Hackers | 2022-06-28T15:21:38Z | | 58 | [wttr.in](https://github.com/chubin/wttr.in) | 18736 | 888 | Python | 188 | :partly_sunny: The right way to check the weather | 2022-06-20T12:37:09Z | | 59 | [vnpy](https://github.com/vnpy/vnpy) | 18664 | 7346 | Python | 10 | 基于Python的开源量化交易平台开发框架 | 2022-06-26T10:06:00Z | | 60 | [examples](https://github.com/pytorch/examples) | 18566 | 8716 | Python | 138 | A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc. | 2022-06-22T14:17:04Z |