Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

awesome-starts

My favorites
https://github.com/bnnk/awesome-starts

Last synced: 4 days ago
JSON representation

  • Python

    • tiangolo/full-stack-fastapi-postgresql - Full stack, modern web application generator. Using FastAPI, PostgreSQL as database, Docker, automatic HTTPS and more.
    • DidierRLopes/GamestonkTerminal - The next best thing after Bloomberg Terminal
    • burnash/gspread - Google Sheets Python API
    • Datalux/Osintgram - Osintgram is a OSINT tool on Instagram. It offers an interactive shell to perform analysis on Instagram account of any users by its nickname
    • lucidrains/deep-daze - Simple command line tool for text to image generation using OpenAI's CLIP and Siren (Implicit neural representation network). Technique was originally created by https://twitter.com/advadnoun
    • FactoryBoy/factory_boy - A test fixtures replacement for Python
    • aleimu/asyncio_different - go与python的协程对比,以及python中协程的改进历史,和示例代码
    • oppia/oppia - A free, online learning platform to make quality education accessible for all.
    • phalt/django-api-domains - A pragmatic styleguide for Django API Projects
    • pallets/flask - The Python micro framework for building web applications.
    • arrow-py/arrow - Better dates & times for Python
    • Asabeneh/30-Days-Of-Python - 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 up to 100 days, follow your own pace.
    • freqtrade/freqtrade - Free, open source crypto trading bot
    • Chia-Network/chia-blockchain - Chia blockchain python implementation (full node, farmer, harvester, timelord, and wallet)
    • tensorflow/mesh - Mesh TensorFlow: Model Parallelism Made Easier
    • n1nj4sec/pupy - Pupy is an opensource, cross-platform (Windows, Linux, OSX, Android) remote administration and post-exploitation tool mainly written in python
    • ivankorobkov/python-inject - Python dependency injection
    • wilhelmshen/c10k - A coroutine-based alternative implementation of the posix thread
    • jtesta/ssh-mitm - SSH man-in-the-middle tool
    • popey/sosumi-snap
    • onelivesleft/PrettyErrors - Prettify Python exception output to make it legible.
    • dbader/schedule - Python job scheduling for humans.
    • PeterL1n/BackgroundMattingV2 - Real-Time High-Resolution Background Matting
    • bbolli/tumblr-utils - Utilities for dealing with Tumblr blogs, Tumblr backup
    • pypa/sampleproject - A sample project that exists for PyPUG's "Tutorial on Packaging and Distributing Projects"
    • h2oai/wave - Realtime Web Apps and Dashboards for Python and R
    • awslabs/aws-shell - An integrated shell for working with the AWS CLI.
    • celery/celery - Distributed Task Queue (development branch)
    • PaddlePaddle/PaddleX - PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）
    • elastic/detection-rules - Rules for Elastic Security's detection engine
    • Vonng/ddia - 《Designing Data-Intensive Application》DDIA中文翻译
    • ehForwarderBot/ehForwarderBot - An extensible message tunneling chat bot framework. Delivers messages to and from multiple platforms and remotely control your accounts.
    • apache/airflow - Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
    • absent1706/sqlalchemy-mixins - Active Record, Django-like queries, nested eager load and beauty __repr__ for SQLAlchemy
    • facebookresearch/pifuhd - High-Resolution 3D Human Digitization from A Single Image.
    • picklepete/pyicloud - A Python + iCloud wrapper to access iPhone and Calendar data.
    • yikeke/zh-style-guide - An open-source style guide for writing Chinese technical documents: https://zh-style-guide.readthedocs.io
    • mxrch/GHunt - 🕵️‍♂️ Investigate Google emails and documents.
    • MobSF/Mobile-Security-Framework-MobSF - Mobile Security Framework (MobSF) is an automated, all-in-one mobile application (Android/iOS/Windows) pen-testing, malware analysis and security assessment framework capable of performing static and dynamic analysis.
    • blackjack4494/yt-dlc - media downloader and library for various sites.
    • explosion/spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python
    • microsoft/playwright-python - Python version of the Playwright testing and automation library.
    • laike9m/Cyberbrain - Python debugging, redefined.
    • gnebbia/kb - A minimalist command line knowledge base manager
    • lyhue1991/eat_tensorflow2_in_30_days - Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋
    • prompt-toolkit/ptpython - A better Python REPL
    • sumerc/yappi - Yet Another Python Profiler, but this time thread&coroutine&greenlet aware.
    • alirezamika/autoscraper - A Smart, Automatic, Fast and Lightweight Web Scraper for Python
    • nucleic/enaml - Declarative User Interfaces for Python
    • vinayak-mehta/present - A terminal-based presentation tool with colors and effects.
    • chriskiehl/Gooey - Turn (almost) any Python command line program into a full GUI application with one line
    • gawel/aiocron - Crontabs for asyncio
    • TensorSpeech/TensorFlowTTS - :stuck_out_tongue_closed_eyes: TensorFlowTTS: Real-Time State-of-the-art Speech Synthesis for Tensorflow 2 (supported including English, Korean, Chinese, German and Easy to adapt for other languages)
    • omnilib/aiomultiprocess - Take a modern Python codebase to the next level of performance.
    • nackjicholson/aiosql - Simple SQL in Python
    • PaddlePaddle/PaddleHub - Awesome pre-trained models toolkit based on PaddlePaddle.(300+ models including Image, Text, Audio and Video with Easy Inference & Serving deployment)
    • danielgtaylor/python-betterproto - Clean, modern, Python 3.6+ code generator & library for Protobuf 3 and async gRPC
    • PrefectHQ/prefect - The easiest way to automate your data
    • mpdavis/python-jose - A JOSE implementation in Python
    • jpadilla/pyjwt - JSON Web Token implementation in Python
    • dwyl/english-words - :memo: A text file containing 479k English words for all your dictionary/word-based projects e.g: auto-completion / autosuggestion
    • kurtmckee/feedparser - Parse feeds in Python
    • Z4nzu/hackingtool - ALL IN ONE Hacking Tool For Hackers
    • JaidedAI/EasyOCR - Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
    • anandpawara/Real_Time_Image_Animation - The Project is real time application in opencv using first order model
    • open-mmlab/mmdetection - OpenMMLab Detection Toolbox and Benchmark
    • streamlit/streamlit - Streamlit — The fastest way to build data apps in Python
    • dabeaz-course/practical-python - Practical Python Programming (course by @dabeaz)
    • elastic/helm-charts - You know, for Kubernetes
    • minimaxir/aitextgen - A robust Python tool for text-based AI training and generation using GPT-2.
    • mingrammer/diagrams - :art: Diagram as Code for prototyping cloud system architectures
    • casbin/pycasbin - An authorization library that supports access control models like ACL, RBAC, ABAC in Python
    • EntilZha/PyFunctional - Python library for creating data pipelines with chain functional programming
    • octodns/octodns - Tools for managing DNS across multiple providers
    • jschneier/django-storages - https://django-storages.readthedocs.io/
    • 3b1b/manim - Animation engine for explanatory math videos
    • alievk/avatarify-python - Avatars for Zoom, Skype and other video-conferencing apps.
    • python-gino/gino - GINO Is Not ORM - a Python asyncio ORM on SQLAlchemy core.
    • breezedeus/cnocr - 基于 MXNet 的中文/英文 OCR Python 包
    • aws/aws-sam-cli - CLI tool to build, test, debug, and deploy Serverless applications using AWS SAM
    • stripe/stripe-python - Python library for the Stripe API.
    • aiortc/aioquic - QUIC and HTTP/3 implementation in Python
    • huashengdun/webssh - :seedling: Web based ssh client
    • stanfordnlp/stanza - Official Stanford NLP Python Library for Many Human Languages
    • Zulko/moviepy - Video editing with Python
    • jd/tenacity - Retrying library for Python
    • google/android-emulator-container-scripts
    • google/trax - Trax — Deep Learning with Clear Code and Speed
    • frida/frida - Clone this repo to build Frida
    • ponyorm/pony - Pony Object Relational Mapper
    • sshuttle/sshuttle - Transparent proxy server that works as a poor man's VPN. Forwards over ssh. Doesn't require admin. Works with Linux and MacOS. Supports DNS tunneling.
    • microsoft/DeepSpeed - DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.
    • pawamoy/aria2p - Command-line tool and library to interact with an aria2c daemon process with JSON-RPC.
    • jupyter/nbviewer - nbconvert as a web service: Render Jupyter Notebooks as static web pages
    • jupyterhub/jupyterhub - Multi-user server for Jupyter notebooks
    • h5py/h5py - HDF5 for Python -- The h5py package is a Pythonic interface to the HDF5 binary data format.
    • OpenMined/PySyft - A library for answering questions using data you cannot see
    • cookiecutter/cookiecutter - A command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, VueJS projects.
    • plasma-umass/scalene - Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python
    • zpoint/CPython-Internals - Dive into CPython internals, trying to illustrate every detail of CPython implementation
    • facebookresearch/SlowFast - PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.
    • laixintao/iredis - Interactive Redis: A Terminal Client for Redis with AutoCompletion and Syntax Highlighting.
    • modin-project/modin - Modin: Speed up your Pandas workflows by changing a single line of code
    • jet-admin/jet-bridge - Jet Bridge – Admin Panel Framework for your application
    • aws/serverless-application-model - AWS Serverless Application Model (SAM) is an open-source framework for building serverless applications
    • pythonprofilers/memory_profiler - Monitor Memory usage of Python code
    • alexmojaki/heartrate - Simple real time visualisation of the execution of a Python program.
    • sqlalchemy/alembic - A database migrations tool for SQLAlchemy.
    • quantopian/zipline - Zipline, a Pythonic Algorithmic Trading Library
    • julvo/reloading - Change Python code while it's running without losing state
    • open-telemetry/opentelemetry-python - OpenTelemetry Python API and SDK
    • facebookresearch/detectron2 - Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks.
    • kivy/kivy - Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS
    • openatx/uiautomator2 - Android Uiautomator2 Python Wrapper
    • streamlink/streamlink - Streamlink is a CLI utility which pipes video streams from various services into a video player
    • healthchecks/healthchecks - A cron monitoring tool written in Python & Django
    • mars-project/mars - Mars is a tensor-based unified framework for large-scale data computation which scales Numpy, pandas, Scikit-learn and Python functions.
    • containers/podman-compose - a script to run docker-compose.yml using podman
    • wangzheng0822/algo - 数据结构和算法必知必会的50个代码实现
    • sql-machine-learning/elasticdl - Kubernetes-native Deep Learning Framework
    • jiaaro/pydub - Manipulate audio with a simple and easy high level interface
    • Morizeyao/GPT2-Chinese - Chinese version of GPT2 training code, using BERT tokenizer.
    • eriklindernoren/ML-From-Scratch - 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.
    • tensorflow/models - Models and examples built with TensorFlow
    • microsoft/nlp-recipes - Natural Language Processing Best Practices & Examples
    • kachayev/fn.py - Functional programming in Python: implementation of missing features to enjoy FP
    • boppreh/keyboard - Hook and simulate global keyboard events on Windows and Linux.
    • google/pybadges - A Python library for creating Github-style badges
    • graphql-python/graphene-sqlalchemy - Graphene SQLAlchemy integration
    • pytest-dev/pytest - The pytest framework makes it easy to write small tests, yet scales to support complex functional testing
    • mitogen-hq/mitogen - Distributed self-replicating programs in Python
    • magic-wormhole/magic-wormhole - get things from one computer to another, safely
    • seemoo-lab/opendrop - An open Apple AirDrop implementation written in Python
    • hzlmn/diy-async-web-framework - Learn how modern async web frameworks work, by writing simple clone from scratch
    • miyakogi/pyppeteer - Headless chrome/chromium automation library (unofficial port of puppeteer)
    • python-poetry/poetry - Python dependency management and packaging made easy.
    • danijar/handout - Turn Python scripts into handouts with Markdown and figures
    • taki0112/UGATIT - Official Tensorflow implementation of U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation (ICLR 2020)
    • dask/distributed - A distributed task scheduler for Dask
    • huggingface/transformers - 🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
    • nobody132/masr - 中文语音识别; Mandarin Automatic Speech Recognition;
    • CorentinJ/Real-Time-Voice-Cloning - Clone a voice in 5 seconds to generate arbitrary speech in real-time
    • encode/httpx - A next generation HTTP client for Python. 🦋
    • GoogleCloudPlatform/python-docs-samples - Code samples used on cloud.google.com
    • tensorflow/hub - A library for transfer learning by reusing parts of TensorFlow models.
    • aio-libs/aiosmtpd - A reimplementation of the Python stdlib smtpd.py based on asyncio.
    • aiortc/aiortc - WebRTC and ORTC implementation for Python using asyncio
    • numba/numba - NumPy aware dynamic Python compiler using LLVM
    • tensorflow/graphics - TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
    • ageitgey/face_recognition - The world's simplest facial recognition api for Python and the command line
    • jackfrued/Python-100-Days - Python - 100天从新手到大师
    • prometheus/client_python - Prometheus instrumentation library for Python applications
    • databricks/koalas - Koalas: pandas API on Apache Spark
    • cool-RR/PySnooper - Never use print for debugging again
    • sqlalchemy/sqlalchemy - The Database Toolkit for Python
    • google/pytype - A static type analyzer for Python code
    • edgedb/edgedb - The next generation relational database.
    • googleapis/google-cloud-python - Google Cloud Client Library for Python
    • xiaolai/public-speaking-with-meaning - 《我也有话要说》—— 普通人的当众讲话技能
    • iperov/DeepFaceLab - DeepFaceLab is the leading software for creating deepfakes.
    • python/mypy - Optional static typing for Python 3 and 2 (PEP 484)
    • tqdm/tqdm - A Fast, Extensible Progress Bar for Python and CLI
    • fighting41love/funNLP - 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
    • justquick/django-activity-stream - Generate generic activity streams from the actions on your site. Users can follow any actors' activities for personalized streams.
    • kkroening/ffmpeg-python - Python bindings for FFmpeg - with complex filtering support
    • GoogleCloudPlatform/microservices-demo - Sample cloud-native application with 10 microservices showcasing Kubernetes, Istio, gRPC and OpenCensus.
    • iterative/dvc - 🦉Data Version Control | Git for Data & Models
    • ludwig-ai/ludwig - Ludwig is a toolbox that allows to train and evaluate deep learning models without the need to write code.
    • NVIDIA/vid2vid - Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation.
    • google/clusterfuzz - Scalable fuzzing infrastructure.
    • gto76/python-cheatsheet - Comprehensive Python Cheatsheet
    • RustPython/RustPython - A Python Interpreter written in Rust
    • plotly/dash - Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required.
    • jhao104/proxy_pool - Python爬虫代理IP池(proxy pool)
    • pyeve/eve - REST API framework designed for human beings
    • pytoolz/toolz - A functional standard library for Python.
    • ecthros/uncaptcha2 - defeating the latest version of ReCaptcha with 91% accuracy
    • deepfakes/faceswap - Deepfakes Software For All
    • facebookresearch/pytext - A natural language modeling framework based on PyTorch
    • tortoise/tortoise-orm - Familiar asyncio ORM for python, built with relations in mind
    • Delgan/loguru - Python logging made (stupidly) simple
    • marteinn/The-Big-Username-Blocklist - This is a opinionated blocklist of words that you might not like to see used as usernames in your service.
    • LonamiWebs/Telethon - Pure Python 3 MTProto API Telegram client library, for bots too!
    • GeneralMills/pytrends - Pseudo API for Google Trends
    • s0md3v/XSStrike - Most advanced XSS scanner.
    • localstack/localstack - 💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!
    • django-extensions/django-extensions - This is a repository for collecting global custom management extensions for the Django Framework.
    • aws/chalice - Python Serverless Microframework for AWS
    • un33k/python-slugify - Returns unicode slugs
    • devpi/devpi - Python PyPi staging server and packaging, testing, release tool
    • redzej/graphene-permissions - Customizable permissions for graphene-django.
    • pyodide/pyodide - Python with the scientific stack, compiled to WebAssembly.
    • spyder-ide/spyder - Official repository for Spyder - The Scientific Python Development Environment
    • nicolargo/glances - Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.
    • donnemartin/interactive-coding-challenges - 120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
    • dbcli/mycli - A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting.
    • mitmproxy/mitmproxy - An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.
    • imWildCat/scylla - Intelligent proxy pool for Humans™ (Maintainer needed)
    • telepresenceio/telepresence - Local development against a remote Kubernetes or OpenShift cluster
    • boto/boto3 - AWS SDK for Python
    • chrissimpkins/Crunch - Insane(ly slow but wicked good) PNG image optimization
    • shimohq/chinese-programmer-wrong-pronunciation - 中国程序员容易发音错误的单词
    • kubernetes-client/python - Official Python client library for kubernetes
    • psf/black - The uncompromising Python code formatter
    • codelucas/newspaper - News, full-text, and article metadata extraction in Python 3. Advanced docs:
    • psf/requests-html - Pythonic HTML Parsing for Humans™
    • mymarilyn/clickhouse-driver - ClickHouse Python Driver with native interface support
    • lepture/authlib - The ultimate Python library in building OAuth, OpenID Connect clients and servers. JWS,JWE,JWK,JWA,JWT included.
    • oauthlib/oauthlib - A generic, spec-compliant, thorough implementation of the OAuth request-signing logic
    • Grokzen/redis-py-cluster - Python cluster client for the official redis cluster. Redis 3.0+.
    • kragniz/python-etcd3 - Python client for the etcd API v3
    • ray-project/ray - An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
    • postmanlabs/httpbin - HTTP Request & Response Service, written in Python + Flask.
    • PyGithub/PyGithub - Typed interactions with the GitHub API v3
    • graphql-python/graphene-django - Integrate GraphQL into your Django project.
    • home-assistant/core - :house_with_garden: Open source home automation that puts local control and privacy first
    • TheAlgorithms/Python - All Algorithms implemented in Python
    • ansible/awx - AWX Project
    • satwikkansal/wtfpython - What the f*ck Python? 😱
    • slackapi/python-slack-sdk - Slack Developer Kit for Python
    • graphistry/pygraphistry - PyGraphistry is a Python library to quickly load, shape, embed, and explore big graphs with the GPU-accelerated Graphistry visual graph analyzer
    • google/budou - Budou is an automatic organizer tool for beautiful line breaking in CJK (Chinese, Japanese, and Korean).
    • uqfoundation/dill - serialize all of python
    • getsentry/responses - A utility for mocking out the Python Requests library.
    • bokeh/bokeh - Interactive Data Visualization in the browser, from Python
    • graphql-python/graphene - GraphQL framework for Python
    • elastic/curator - Curator: Tending your Elasticsearch indices
    • public-apis/public-apis - A collective list of free APIs
    • donnemartin/system-design-primer - Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
    • google/python-fire - Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.
    • python/cpython - The Python programming language
    • pypa/pipenv - Python Development Workflow for Humans.
    • python-pillow/Pillow - The friendly PIL fork (Python Imaging Library)
    • scikit-image/scikit-image - Image processing in Python
    • Suor/django-cacheops - A slick ORM cache with automatic granular event-driven invalidation.
    • sdispater/pendulum - Python datetimes made easy
    • keras-team/keras - Deep Learning for humans
    • lk-geimfari/mimesis - Mimesis is a high-performance fake data generator for Python, which provides data for a variety of purposes in a variety of languages.
    • dask/dask - Parallel computing with task scheduling
    • locustio/locust - Scalable user load testing tool written in Python
    • giampaolo/psutil - Cross-platform lib for process and system monitoring in Python
    • wechatpy/wechatpy - WeChat SDK for Python
    • elastic/elasticsearch-dsl-py - High level Python client for Elasticsearch
    • lepture/mistune - A fast yet powerful Python Markdown parser with renderers and plugins.
    • marshmallow-code/marshmallow - A lightweight library for converting complex objects to and from simple Python datatypes.
    • daviddrysdale/python-phonenumbers - Python port of Google's libphonenumber
    • apache/superset - Apache Superset is a Data Visualization and Data Exploration Platform
    • pexpect/pexpect - A Python module for controlling interactive programs in a pseudo-terminal
    • MagicStack/asyncpg - A fast PostgreSQL Database Client Library for Python/asyncio.
    • ansible/ansible - 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.
    • tflearn/tflearn - Deep learning library featuring a higher-level API for TensorFlow.
    • httpie/http-prompt - An interactive command-line HTTP and API testing client built on top of HTTPie featuring autocomplete, syntax highlighting, and more. https://twitter.com/httpie
    • nvdv/vprof - Visual profiler for Python
    • gitpython-developers/GitPython - GitPython is a python library used to interact with Git repositories.
    • sqlmapproject/sqlmap - Automatic SQL injection and database takeover tool
    • MagicStack/uvloop - Ultra fast asyncio event loop.
    • aio-libs/aiohttp - Asynchronous HTTP client/server framework for asyncio and Python
    • andialbrecht/sqlparse - A non-validating SQL parser module for Python
    • django-guardian/django-guardian - Per object permissions for Django
    • certbot/certbot - 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.
    • prompt-toolkit/python-prompt-toolkit - Library for building powerful interactive command line applications in Python
    • ipython/ipython - Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
    • jazzband/django-redis - Full featured redis cache backend for Django.
    • pandas-dev/pandas - Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
    • gorakhargosh/watchdog - Python library and shell utilities to monitor filesystem events.
    • nltk/nltk - NLTK Source
    • scikit-learn/scikit-learn - scikit-learn: machine learning in Python
    • pallets/jinja - A very fast and expressive template engine.
    • joke2k/faker - Faker is a Python package that generates fake data for you.
    • faif/python-patterns - A collection of design patterns/idioms in Python
    • ytdl-org/youtube-dl - Command-line program to download videos from YouTube.com and other video sites
    • paramiko/paramiko - The leading native Python SSHv2 protocol library.
    • scrapy/scrapy - Scrapy, a fast high-level web crawling & scraping framework for Python.
    • pallets/click - Python composable command line interface toolkit
    • getsentry/sentry - Sentry is cross-platform application monitoring, with a focus on error reporting.
    • psf/requests - A simple, yet elegant HTTP library.
    • django/django - The Web framework for perfectionists with deadlines.
    • open-deepnude/open-deepnude - Open source reverse-engineered clone of DeepNude
    • open-deepnude/deepnude_official
    • kamyu104/LeetCode - :pencil: Python / C++ 11 Solutions of All LeetCode Questions
    • josephmisiti/awesome-machine-learning - A curated list of awesome Machine Learning frameworks, libraries and software.
    • vinta/awesome-python - A curated list of awesome Python frameworks, libraries, software and resources
    • jindaxiang/akshare - AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库
    • altair-viz/altair - Declarative statistical visualization library for Python
    • microsoft/recommenders - Best Practices on Recommendation Systems
    • Julian/jsonschema - An(other) implementation of JSON Schema for Python
    • samuelcolvin/pydantic - Data parsing and validation using Python type hints
    • 01ly/TTBot - 今日头条机器人，支持用户登陆、关注、取消关注、获取关注粉丝、发文、发悟空问答、点赞、评论、采集各种类型新闻讯息等，使用今日头条网页版API实现
    • timgrossmann/InstaPy - 📷 Instagram Bot - Tool for automated Instagram interactions
    • wang0618/PyWebIO - Write interactive web app in script way.
    • EssayKillerBrain/EssayKiller_V2 - 基于开源GPT2.0的初代创作型人工智能 | 可扩展、可进化
    • kingname/GeneralNewsExtractor - 新闻网页正文通用抽取器 Beta 版.
    • willmcgugan/rich - Rich is a Python library for rich text and beautiful formatting in the terminal.
    • alecthomas/injector - Python dependency injection framework, inspired by Guice
    • aio-libs/aioredis-py - asyncio (PEP 3156) Redis support
    • andymccurdy/redis-py - Redis Python Client
    • httpie/httpie - 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
    • ubuntu/microk8s - MicroK8s is a small, fast, single-package Kubernetes for developers, IoT and edge.
    • google/jax - Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
    • tiangolo/fastapi - FastAPI framework, high performance, easy to learn, fast to code, ready for production
    • aiven/pghoard - PostgreSQL backup and restore service
    • aaugustin/websockets - Library for building WebSocket servers and clients in Python
    • offu/WeRoBot - WeRoBot 是一个微信公众号开发框架
    • Ciphey/Ciphey - ⚡ Automatically decrypt encryptions without knowing the key or cipher, decode encodings, and crack hashes ⚡
    • PaddlePaddle/PaddleOCR - 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）
    • yangjianxin1/GPT2-chitchat - GPT2 for Chinese chitchat/用于中文闲聊的GPT2模型(实现了DialoGPT的MMI思想)
    • ownthink/KnowledgeGraphData - 史上最大规模1.4亿中文知识图谱开源下载
    • sherlock-project/sherlock - 🔎 Hunt down social media accounts by username across social networks
    • 0voice/interview_internal_reference - 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。
    • bchao1/bullet - 🚅 Interactive prompts made simple. Build a prompt like stacking blocks.
    • lancopku/pkuseg-python - pkuseg多领域中文分词工具; The pkuseg toolkit for multi-domain Chinese word segmentation
    • leisurelicht/wtfpython-cn - wtfpython的中文翻译/施工结束/ 能力有限，欢迎帮我改进翻译
    • x-hw/amazing-qr - 💮 amazing QR-Code generator in Python (supporting animated gif) - Python amazing 二维码生成器（支持 gif 动态图片二维码）
    • fxsjy/jieba - 结巴中文分词
    • kangvcar/InfoSpider - INFO-SPIDER 是一个集众多数据源于一身的爬虫工具箱🧰，旨在安全快捷的帮助用户拿回自己的数据，工具代码开源，流程透明。支持数据源包括GitHub、QQ邮箱、网易邮箱、阿里邮箱、新浪邮箱、Hotmail邮箱、Outlook邮箱、京东、淘宝、支付宝、中国移动、中国联通、中国电信、知乎、哔哩哔哩、网易云音乐、QQ好友、QQ群、生成朋友圈相册、浏览器浏览历史、12306、博客园、CSDN博客、开源中国博客、简书。
    • imcaspar/gpt2-ml - GPT2 for Multiple Languages, including pretrained models. GPT2 多语言支持, 15亿参数中文预训练模型
    • encode/databases - Async database support for Python. 🗄
    • encode/starlette - The little ASGI framework that shines. 🌟
    • laixintao/python-parallel-programming-cookbook-cn - 📖《Python Parallel Programming Cookbook》中文版
    • abhinavsingh/proxy.py - ⚡⚡⚡Fast, Lightweight, Pluggable, TLS interception capable proxy server focused on Network monitoring, controls & Application development, testing, debugging
    • pwxcoo/chinese-xinhua - :orange_book: 中华新华字典数据库。包括歇后语，成语，词语，汉字。
    • mozillazg/python-pinyin - 汉字转拼音(pypinyin)
    • 30-seconds/30-seconds-of-python - Short Python code snippets for all your development needs
    • pytorch/fairseq - Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

  • Assembly

  • C

    • RedisGraph/RedisGraph - A graph database as a Redis module
    • tmate-io/tmate - Instant Terminal Sharing
    • citusdata/citus - Distributed PostgreSQL as an extension
    • yugabyte/yugabyte-db - The high-performance distributed SQL database for global, internet-scale apps.
    • sqlcipher/sqlcipher - SQLCipher is an SQLite extension that provides 256 bit AES encryption of database files.
    • iovisor/bcc - BCC - Tools for BPF-based Linux IO analysis, networking, monitoring, and more
    • darlinghq/darling - Darwin/macOS emulation layer for Linux
    • RedisBloom/RedisBloom - Probabilistic Datatypes Module for Redis
    • timescale/timescaledb - An open-source time-series SQL database optimized for fast ingest and complex queries. Packaged as a PostgreSQL extension.
    • obsproject/obs-studio - OBS Studio - Free and open source software for live streaming and screen recording
    • Genymobile/scrcpy - Display and control your Android device
    • taosdata/TDengine - An open-source big data platform designed and optimized for the Internet of Things (IoT).
    • facebook/zstd - Zstandard - Fast real-time compression algorithm
    • ish-app/ish - Linux shell for iOS
    • AudioKit/AudioKit - Swift audio synthesis, processing, & analysis platform for iOS, macOS and tvOS
    • RediSearch/RediSearch - A query and indexing engine for Redis, providing secondary indexing, full-text search, and aggregations.
    • psycopg/psycopg2 - PostgreSQL database adapter for the Python programming language
    • netdata/netdata - Real-time performance monitoring, done right! https://www.netdata.cloud
    • libgit2/pygit2 - Python bindings for libgit2
    • redis/redis - Redis is an in-memory database that persists on disk. The data model is key-value, but many different kind of values are supported: Strings, Lists, Sets, Sorted Sets, Hashes, Streams, HyperLogLogs, Bitmaps.

  • C# #

    • dotnet/maui - .NET MAUI is the .NET Multi-platform App UI, a framework for building native device applications spanning mobile, tablet, and desktop.
    • jellyfin/jellyfin - The Free Software Media System
    • actions/runner - The Runner for GitHub Actions :rocket:
    • lionsoul2014/ip2region - Ip2region is a offline IP location library with accuracy rate of 99.9% and 0.0x millseconds searching performance. DB file is ONLY a few megabytes with all IP address stored. binding for Java,PHP,C,Python,Nodejs,Golang,C#,lua. Binary,B-tree,Memory searching algorithm

  • C++

    • godotengine/godot - Godot Engine – Multi-platform 2D and 3D game engine
    • google/lyra - A Very Low-Bitrate Codec for Speech Compression
    • flameshot-org/flameshot - Powerful yet simple to use screenshot software :desktop_computer: :camera_flash:
    • vesoft-inc/nebula - A distributed, fast open-source graph database featuring horizontal scalability and high availability
    • hoffstadt/DearPyGui - Dear PyGui: A fast and powerful Graphical User Interface Toolkit for Python with minimal dependencies
    • WerWolv/ImHex - A Hex Editor for Reverse Engineers, Programmers and people that value their eye sight when working at 3 AM.
    • Tencent/Tendis - Tendis is a high-performance distributed storage system fully compatible with the Redis protocol.
    • sogou/workflow - C++ Parallel Computing and Asynchronous Networking Engine
    • commaai/openpilot - openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for over 100 supported car makes and models.
    • ggerganov/wave-share - Serverless, peer-to-peer, local file sharing through sound
    • microsoft/winget-cli - Windows Package Manager CLI (aka winget)
    • osquery/osquery - SQL powered operating system instrumentation, monitoring, and analytics.
    • TileDB-Inc/TileDB - The Universal Storage Engine
    • pybind/pybind11 - Seamless operability between C++11 and Python
    • ossrs/srs - SRS is a simple, high efficiency and realtime video server, supports RTMP/WebRTC/HLS/HTTP-FLV/SRT/GB28181.
    • vnpy/vnpy - 基于Python的开源量化交易平台开发框架
    • facebook/watchman - Watches files and records, or triggers actions, when they change.
    • canonical/multipass - Multipass orchestrates virtual Ubuntu instances
    • mozilla/DeepSpeech - DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.
    • xuperchain/xuperchain - A highly flexible blockchain architecture with great transaction performance.
    • falcosecurity/falco - Cloud Native Runtime Security
    • pytorch/pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
    • opencv/opencv - Open Source Computer Vision Library
    • facebook/rocksdb - A library that provides an embeddable, persistent key-value store for fast storage.
    • envoyproxy/envoy - Cloud-native high-performance edge/middle/service proxy
    • apple/foundationdb - FoundationDB - the open source, distributed, transactional key-value store
    • apple/turicreate - Turi Create simplifies the development of custom machine learning models.
    • ClickHouse/ClickHouse - ClickHouse® is a free analytics DBMS for big data
    • aria2/aria2 - aria2 is a lightweight multi-protocol & multi-source, cross platform download utility operated in command-line. It supports HTTP/HTTPS, FTP, SFTP, BitTorrent and Metalink.
    • bitcoin/bitcoin - Bitcoin Core integration/staging tree
    • ceph/ceph - Ceph is a distributed object, block, and file storage platform
    • tensorflow/tensorflow - An Open Source Machine Learning Framework for Everyone
    • grpc/grpc - The C based gRPC (C++, Python, Ruby, Objective-C, PHP, C#)
    • protocolbuffers/protobuf - Protocol Buffers - Google's data interchange format
    • apache/incubator-doris - Apache Doris (Incubating)
    • apache/incubator-brpc - Industrial-grade RPC framework used throughout Baidu, with 1,000,000+ instances and thousands kinds of services. "brpc" means "better RPC".
    • google/tink - Tink is a multi-language, cross-platform, open source library that provides cryptographic APIs that are secure, easy to use correctly, and hard(er) to misuse.
    • DayBreak-u/chineseocr_lite - 超轻量级中文ocr，支持竖排文字识别, 支持ncnn、mnn、tnn推理 ( dbnet(1.8M) + crnn(2.5M) + anglenet(378KB)) 总模型仅4.7M
    • apple/swift - The Swift Programming Language

  • CSS

  • Clojure

    • athensresearch/athens - Free self-hosted desktop app: https://github.com/athensresearch/athens/releases; Paid tiers available through https://opencollective.com/athens; Try the demo at https://athensresearch.github.io/athens; Docs viewable at https://app.gitbook.com/@athensresearch/s/handbook/

  • CodeQL

    • github/codeql - CodeQL: the libraries and queries that power security researchers around the world, as well as code scanning in GitHub Advanced Security (code scanning), LGTM.com, and LGTM Enterprise

  • Dart

  • Dockerfile

  • Elixir

  • Go

    • gogf/gf - GoFrame is a modular, powerful, high-performance and enterprise-class application development framework of Golang.
    • go-chassis/go-chassis - a microservice framework for rapid development of micro services in Go with rich eco-system
    • elastic/beats - :tropical_fish: Beats - Lightweight shippers for Elasticsearch & Logstash
    • chromedp/chromedp - A faster, simpler way to drive browsers supporting the Chrome DevTools Protocol.
    • argoproj-labs/argocd-notifications - Notifications for Argo CD
    • nginxinc/kubernetes-ingress - NGINX and NGINX Plus Ingress Controllers for Kubernetes
    • matryer/xbar - Put the output from any script or program into your macOS Menu Bar (the BitBar reboot)
    • bettercap/bettercap - The Swiss Army knife for 802.11, BLE, IPv4 and IPv6 networks reconnaissance and MITM attacks.
    • sqshq/sampler - Tool for shell commands execution, visualization and alerting. Configured with a simple YAML file.
    • fastwego/offiaccount - [微信公众号] A fast wechat offiaccount development sdk written in Golang
    • fastwego/wxwork - [企业微信] A fast wxwork development sdk written in Golang
    • fluxcd/flux2 - Open and extensible continuous delivery solution for Kubernetes. Powered by GitOps Toolkit.
    • lauripiispanen/most-active-github-users-counter - CLI tool that queries the GitHub GraphQL API for users and ranks them according to number of contributions
    • robfig/cron - a cron library for go
    • mvdan/sh - A shell parser, formatter, and interpreter with bash support; includes shfmt
    • metallb/metallb - A network load-balancer implementation for Kubernetes using standard routing protocols
    • dolthub/dolt - Dolt – It's Git for Data
    • brigadecore/brigade - Event-driven scripting for Kubernetes
    • labstack/echo - High performance, minimalist Go web framework
    • mholt/archiver - Easily create & extract archives, and compress & decompress files of various formats
    • docker/hub-tool - 🧪 Docker Hub experimental CLI tool
    • ClickHouse/clickhouse-go - Golang driver for ClickHouse
    • kubernetes/minikube - Run Kubernetes locally
    • evanw/esbuild - An extremely fast JavaScript bundler and minifier
    • go-git/go-git - A highly extensible Git implementation in pure Go.
    • 88250/lute - 🎼 一款对中文语境优化的 Markdown 引擎，支持 Go 和 JavaScript。A structured Markdown engine that supports Go and JavaScript.
    • tidwall/redcon - Redis compatible server framework for Go
    • golang-design/under-the-hood - 📚 Go: Under The Hood | https://golang.design/under-the-hood
    • aws/aws-sdk-go-v2 - AWS SDK for the Go programming language.
    • berty/berty - Berty is a secure peer-to-peer messaging app that works with or without internet access, cellular data or trust in the network
    • dolthub/go-mysql-server - A MySQL-compatible relational database with a storage agnostic query engine. Implemented in pure Go.
    • swaggo/swag - Automatically generate RESTful API documentation with Swagger 2.0 for Go.
    • moonD4rk/HackBrowserData - Decrypt passwords/cookies/history/bookmarks from the browser. 一款可全平台运行的浏览器数据导出解密工具。
    • rqlite/rqlite - The lightweight, distributed relational database built on SQLite
    • gruntwork-io/terratest - Terratest is a Go library that makes it easier to write automated tests for your infrastructure code.
    • nocalhost/nocalhost - Nocalhost is Cloud Native Dev Environment.
    • juicedata/juicefs - JuiceFS is a distributed POSIX file system built on top of Redis and S3.
    • cilium/ebpf - eBPF Library for Go
    • photoprism/photoprism - Personal Photo Management powered by Go and Google TensorFlow
    • fsnotify/fsnotify - Cross-platform file system notifications for Go.
    • inancgumus/learngo - 1000+ Hand-Crafted Go Examples, Exercises, and Quizzes
    • juicedata/juicesync - A tool to move your data between any clouds or regions.
    • owncast/owncast - Take control over your live stream video by running it yourself. Streaming + chat out of the box.
    • Masterminds/sprig - Useful template functions for Go templates.
    • foxcpp/maddy - ✉️ Composable all-in-one mail server.
    • grafana/agent - Prometheus Metrics, Loki Logs, and Tempo Traces, optimized for Grafana Cloud.
    • harvester/harvester - Open source hyperconverged infrastructure (HCI) software
    • prometheus-community/postgres_exporter - A PostgreSQL metric exporter for Prometheus
    • Hackl0us/GeoIP2-CN - 最小巧、最准确、最全面、最实用的中国大陆 GeoIP2 数据库及 IP 地址段
    • alecthomas/chroma - A general purpose syntax highlighter in pure Go
    • containerd/nerdctl - Docker-compatible CLI for containerd, with support for Compose
    • prysmaticlabs/prysm - Go implementation of the Ethereum 2.0 blockchain
    • kyverno/kyverno - Kubernetes Native Policy Management
    • appleboy/gin-jwt - JWT Middleware for Gin framework
    • k0sproject/k0s - k0s - Zero Friction Kubernetes
    • gotify/server - A simple server for sending and receiving messages in real-time per WebSocket. (Includes a sleek web-ui)
    • jmoiron/sqlx - general purpose extensions to golang's database/sql
    • grafana/tempo - Grafana Tempo is a high volume, minimal dependency distributed tracing backend.
    • go-echarts/go-echarts - 🎨 The adorable charts library for Golang
    • charmbracelet/bubbletea - A powerful little TUI framework 🏗
    • charmbracelet/glow - Render markdown on the CLI, with pizzazz! 💅🏻
    • v2fly/v2ray-core - A platform for building proxies to bypass network restrictions.
    • upper/db - Data access layer for PostgreSQL, CockroachDB, MySQL, SQLite and MongoDB with ORM-like features.
    • muesli/duf - Disk Usage/Free Utility - a better 'df' alternative
    • screego/server - screen sharing for developers https://screego.net/
    • pingcap/go-ycsb - A Go port of Yahoo! Cloud Serving Benchmark (YCSB)
    • cockroachdb/pebble - RocksDB/LevelDB inspired key-value database in Go
    • schollz/croc - Easily and securely send things from one computer to another :crocodile: :package:
    • rongcloud/server-sdk-go - RongCloud Server SDK in Go.
    • gitpod-io/gitpod - Gitpod automates the provisioning of ready-to-code development environments.
    • bwmarrin/snowflake - A simple to use Go (golang) package to generate or parse Twitter snowflake IDs
    • ent/ent - An entity framework for Go
    • halfrost/LeetCode-Go - ✅ Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% / LeetCode 题解
    • DNSCrypt/dnscrypt-proxy - dnscrypt-proxy 2 - A flexible DNS proxy, with support for encrypted DNS protocols.
    • openservicemesh/osm - Open Service Mesh (OSM) is a lightweight, extensible, cloud native service mesh that allows users to uniformly manage, secure, and get out-of-the-box observability features for highly dynamic microservice environments.
    • operator-framework/operator-sdk - SDK for building Kubernetes applications. Provides high level APIs, useful abstractions, and project scaffolding.
    • open-policy-agent/gatekeeper - Gatekeeper - Policy Controller for Kubernetes
    • aws/copilot-cli - The AWS Copilot CLI is a tool for developers to build, release and operate production ready containerized applications on Amazon ECS and AWS Fargate.
    • argoproj-labs/argo-workflows-catalog - Argo Workflows Catalog
    • GoBelieveIO/im_service - golang im server
    • kubermatic/kubermatic - Kubermatic Kubernetes Platform - the Central Kubernetes Management Platform For Any Infrastructure
    • greyireland/algorithm-pattern - 算法模板，最科学的刷题方式，最快速的刷题路径，你值得拥有~
    • goplus/gop - GoPlus - The Go+ language for data science
    • shuveb/containers-the-hard-way - Learning about containers and how they work by creating them the hard way
    • mongodb/mongo-go-driver - The Go driver for MongoDB
    • mikefarah/yq - yq is a portable command-line YAML processor
    • googleapis/google-api-go-client - Auto-generated Google APIs for Go.
    • cloudflare/utahfs - UtahFS is an encrypted storage system that provides a user-friendly FUSE drive backed by cloud storage.
    • go-playground/validator - :100:Go Struct and Field validation, including Cross Field, Cross Struct, Map, Slice and Array diving
    • hashicorp/nomad - Nomad is an easy-to-use, flexible, and performant workload orchestrator that can deploy a mix of microservice, batch, containerized, and non-containerized applications. Nomad is easy to operate and scale and has native Consul and Vault integrations.
    • gardener/gardener - Kubernetes-native system managing the full lifecycle of conformant Kubernetes clusters as a service on Alicloud, AWS, Azure, GCP, OpenStack, Packet, vSphere, MetalStack, and Kubevirt with minimal TCO.
    • mmcdole/gofeed - Parse RSS, Atom and JSON feeds in Go
    • douyu/jupiter - Jupiter是斗鱼开源的面向服务治理的Golang微服务框架
    • prometheus/node_exporter - Exporter for machine metrics
    • microsoft/k8s-cronjob-prescaler - Kubernetes operator that prescales cluster nodes to ensure a cronjobs start exactly on time
    • PrasadG193/kyaml2go - K8s Go client code generator from Kubernetes resource yamls
    • google/gops - A tool to list and diagnose Go processes currently running on your system
    • go-ego/gse - Go efficient text segmentation and NLP; support english, chinese, japanese and other. Go 语言高性能分词
    • cortexproject/cortex - A horizontally scalable, highly available, multi-tenant, long term Prometheus.
    • hantmac/Mastering_Go_Second_Edition_Zh_CN - Mastering Go 第二版中文版来袭！
    • milvus-io/milvus - An open source embedding vector similarity search engine powered by Faiss, NMSLIB and Annoy
    • TheAlgorithms/Go - Algorithms Implemented in GoLang
    • kubernetes-sigs/descheduler - Descheduler for Kubernetes
    • openshift/origin - Conformance test suite for OpenShift
    • tailscale/tailscale - The easiest, most secure way to use WireGuard and 2FA.
    • pingcap/parser - A MySQL Compatible SQL Parser
    • casbin/casbin - An authorization library that supports access control models like ACL, RBAC, ABAC in Golang
    • argoproj/argo-events - Event-driven workflow automation framework
    • google/go-containerregistry - Go library and CLIs for working with container registries
    • containerd/containerd - An open and reliable container runtime
    • weaveworks/scope - Monitoring, visualisation & management for Docker & Kubernetes
    • kubernetes/git-sync - A sidecar app which clones a git repo and keeps it in sync with the upstream.
    • go-gitea/gitea - Git with a cup of tea, painless self-hosted git service
    • argoproj/argo-cd - Declarative continuous deployment for Kubernetes.
    • shomali11/go-interview - Collection of Technical Interview Questions solved with Go
    • drakkan/sftpgo - Fully featured and highly configurable SFTP server with optional FTP/S and WebDAV support - S3, Google Cloud Storage, Azure Blob
    • claudiodangelis/qrcp - :zap: Transfer files over wifi from your computer to your mobile device by scanning a QR code without leaving the terminal.
    • volcano-sh/volcano - A Kubernetes Native Batch System (Project under CNCF)
    • spf13/afero - A FileSystem Abstraction System for Go
    • WireGuard/wireguard-go - Mirror only. Official repository is at https://git.zx2c4.com/wireguard-go
    • argoproj/argo-workflows - Workflow engine for Kubernetes
    • cilium/cilium - eBPF-based Networking, Security, and Observability
    • oneinfra/oneinfra - Kubernetes as a Service
    • crossplane/crossplane - Manage any infrastructure your applications need directly from Kubernetes
    • ginuerzh/gost - GO Simple Tunnel - a simple tunnel written in golang
    • stakater/Reloader - A Kubernetes controller to watch changes in ConfigMap and Secrets and do rolling upgrades on Pods with their associated Deployment, StatefulSet, DaemonSet and DeploymentConfig – [✩Star] if you're using it!
    • pingcap/tiup - A component manager for TiDB
    • hashicorp/terraform-provider-aws - Terraform AWS provider
    • guonaihong/gout - gout to become the Swiss Army Knife of the http client @^^@---> gout 是http client领域的瑞士军刀，小巧，强大，犀利。具体用法可看文档，如使用迷惑或者API用得不爽都可提issues
    • sideshow/apns2 - ⚡ HTTP/2 Apple Push Notification Service (APNs) push provider for Go — Send push notifications to iOS, tvOS, Safari and OSX apps, using the APNs HTTP/2 protocol.
    • dosco/graphjin - GraphJin - Build APIs in 5 minutes with GraphQL. An instant GraphQL to SQL compiler.
    • goproxyio/goproxy - A global proxy for Go modules.
    • fyne-io/fyne - Cross platform GUI in Go inspired by Material Design
    • google/uuid - Go package for UUIDs based on RFC 4122 and DCE 1.1: Authentication and Security Services.
    • weaveworks/ignite - Ignite a Firecracker microVM
    • ory/keto - Open Source (Go) implementation of "Zanzibar: Google's Consistent, Global Authorization System". Ships gRPC, REST APIs, newSQL, and an easy and granular permission language. Supports ACL, RBAC, and other access models.
    • ory/kratos - Next-gen identity server (think Auth0, Okta, Firebase) with Ory-hardened authentication, MFA, FIDO2, profile management, identity schemas, social sign in, registration, account recovery, service-to-service and IoT auth. Can work as an OAuth2 / OpenID Connect Provider. Golang, headless, API-only - without templating or theming headaches.
    • fluxcd/flagger - Progressive delivery Kubernetes operator (Canary, A/B Testing and Blue/Green deployments)
    • jackc/pgx - PostgreSQL driver and toolkit for Go
    • tidwall/tile38 - Real-time Geospatial and Geofencing
    • bufbuild/buf - A new way of working with Protocol Buffers.
    • gofiber/fiber - ⚡️ Express inspired web framework written in Go
    • distributedio/titan - A Distributed Redis Protocol Compatible NoSQL Database
    • golang/groupcache - groupcache is a caching and cache-filling library, intended as a replacement for memcached in many cases.
    • cli/cli - GitHub’s official command line tool
    • git-lfs/git-lfs - Git extension for versioning large files
    • go-sql-driver/mysql - Go MySQL Driver is a MySQL driver for Go's (golang) database/sql package
    • prometheus/blackbox_exporter - Blackbox prober exporter
    • alberliu/gim - golang写的IM服务器(服务组件形式)
    • cortexlabs/cortex - Scale compute-intensive serverless workloads
    • rancher/local-path-provisioner - Dynamically provisioning persistent local storage with Kubernetes
    • fullstorydev/grpcurl - Like cURL, but for gRPC: Command-line tool for interacting with gRPC servers
    • chaos-mesh/chaos-mesh - A Chaos Engineering Platform for Kubernetes.
    • gwuhaolin/livego - live video streaming server in golang
    • gobwas/ws - Tiny WebSocket library for Go.
    • disintegration/imaging - Imaging is a simple image processing package for Go
    • openkruise/kruise - Automate application management on Kubernetes
    • slackhq/nebula - A scalable overlay networking tool with a focus on performance, simplicity and security
    • dgrijalva/jwt-go - Golang implementation of JSON Web Tokens (JWT)
    • bfenetworks/bfe - A modern layer 7 load balancer from baidu
    • GoAdminGroup/go-admin - A golang framework helps gopher to build a data visualization and admin panel in ten minutes
    • adnanh/webhook - webhook is a lightweight incoming webhook server to run shell commands
    • dapr/dapr - Dapr is a portable, event-driven, runtime for building distributed applications across cloud and edge.
    • golangci/golangci-lint - Fast linters Runner for Go
    • runatlantis/atlantis - Terraform Pull Request Automation
    • traefik/yaegi - Yaegi is Another Elegant Go Interpreter
    • google/wire - Compile-time Dependency Injection for Go
    • onsi/ginkgo - BDD Testing Framework for Go
    • anacrolix/torrent - Full-featured BitTorrent client package and utilities
    • kubevirt/kubevirt - Kubernetes Virtualization API and runtime in order to define and manage virtual machines.
    • aquasecurity/trivy - A Simple and Comprehensive Vulnerability Scanner for Container Images, Git Repositories and Filesystems. Suitable for CI
    • hoanhan101/ultimate-go - The Ultimate Go Study Guide
    • containers/podman - Podman: A tool for managing OCI containers and pods
    • ethereum/go-ethereum - Official Go implementation of the Ethereum protocol
    • quii/learn-go-with-tests - Learn Go with test-driven development
    • VictoriaMetrics/VictoriaMetrics - VictoriaMetrics: fast, cost-effective monitoring solution and time series database
    • caddyserver/caddy - Fast, multi-platform web server with automatic HTTPS
    • urfave/cli - A simple, fast, and fun package for building command line apps in Go
    • satori/go.uuid - UUID package for Go
    • elves/elvish - Elvish = Expressive Programming Language + Versatile Interactive Shell
    • crawlab-team/crawlab - Distributed web crawler admin platform for spiders management regardless of languages and frameworks. 分布式爬虫管理平台，支持任何语言和框架
    • valyala/fasthttp - Fast HTTP package for Go. Tuned for high performance. Zero memory allocations in hot paths. Up to 10x faster than net/http
    • goreleaser/goreleaser - Deliver Go binaries as fast and easily as possible
    • ksync/ksync - Sync files between your local system and a kubernetes cluster.
    • syncthing/syncthing - Open Source Continuous File Synchronization
    • opencontainers/runc - CLI tool for spawning and running containers according to the OCI specification
    • kubernetes/autoscaler - Autoscaling components for Kubernetes
    • stretchr/testify - A toolkit with common assertions and mocks that plays nicely with the standard library
    • cosmos/cosmos-sdk - :chains: A Framework for Building High Value Public Blockchains :sparkles:
    • kubernetes-sigs/sig-storage-local-static-provisioner - Static provisioner of local volumes
    • ardanlabs/gotraining - Go Training Class Material :
    • vmware-tanzu/sonobuoy - Sonobuoy is a diagnostic tool that makes it easier to understand the state of a Kubernetes cluster by running a set of Kubernetes conformance tests and other plugins in an accessible and non-destructive manner.
    • rclone/rclone - "rsync for cloud storage" - Google Drive, S3, Dropbox, Backblaze B2, One Drive, Swift, Hubic, Wasabi, Google Cloud Storage, Yandex Files
    • traefik/traefik - The Cloud Native Application Proxy
    • rancher/rke - Rancher Kubernetes Engine (RKE), an extremely simple, lightning fast Kubernetes distribution that runs entirely within containers.
    • hantmac/Mastering_Go_ZH_CN - 《Mastering GO》中文译本，《玩转 GO》。
    • ory/oathkeeper - A cloud native Identity & Access Proxy / API (IAP) and Access Control Decision API that authenticates, authorizes, and mutates incoming HTTP(s) requests. Inspired by the BeyondCorp / Zero Trust white paper. Written in Go.
    • hashicorp/vault - A tool for secrets management, encryption as a service, and privileged access management
    • gorilla/websocket - A fast, well-tested and widely used WebSocket implementation for Go.
    • pkg/errors - Simple error handling primitives
    • go-kit/kit - A standard library for microservices.
    • kubernetes/kube-state-metrics - Add-on agent to generate and expose cluster-level metrics.
    • projectcontour/contour - Contour is a Kubernetes ingress controller using Envoy proxy.
    • gortc/gortcd - Fast TURN and STUN server: cross-platform, hot reload, flexible config
    • dexidp/dex - OpenID Connect (OIDC) identity and OAuth 2.0 provider with pluggable connectors
    • kyma-project/kyma - A flexible and easy way to connect and extend enterprise applications in a cloud-native world
    • open-policy-agent/opa - An open source, general-purpose policy engine.
    • kubernetes-sigs/krew - 📦 Find and install kubectl plugins
    • ahmetb/kubectx - Faster way to switch between clusters and namespaces in kubectl
    • google/mtail - extract whitebox monitoring data from application logs for collection in a timeseries database
    • nsqio/nsq - A realtime distributed messaging platform
    • pion/webrtc - Pure Go implementation of the WebRTC API
    • kubernetes-sigs/kubebuilder - Kubebuilder - SDK for building Kubernetes APIs using CRDs
    • google/trillian - A transparent, highly scalable and cryptographically verifiable data store.
    • esimov/caire - Content aware image resize library
    • spf13/viper - Go configuration with fangs
    • gortc/stun - Fast RFC 5389 STUN implementation in go
    • blang/semver - Semantic Versioning (semver) library written in golang
    • kedacore/keda - KEDA is a Kubernetes-based Event Driven Autoscaling component. It provides event driven scale for any container running in Kubernetes
    • kubesphere/kubesphere - Kubernetes container platform tailored for multi-cloud and multi-cluster management
    • sql-machine-learning/sqlflow - Brings SQL and AI together.
    • aQuaYi/LeetCode-in-Go - Go Solution for LeetCode algorithms problems, 100% coverage.
    • spf13/cobra - A Commander for modern Go CLI interactions
    • cri-o/cri-o - Open Container Initiative-based implementation of Kubernetes Container Runtime Interface
    • rancher/rancher - Complete container management platform
    • google/pprof - pprof is a tool for visualization and analysis of profiling data
    • gcla/termshark - A terminal UI for tshark, inspired by Wireshark
    • containerd/cgroups - cgroups package for Go
    • roboll/helmfile - Deploy Kubernetes Helm Charts
    • kubernetes/dashboard - General-purpose web UI for Kubernetes clusters
    • go-kratos/kratos - A Go framework for microservices.
    • databus23/helm-diff - A helm plugin that shows a diff explaining what a helm upgrade would change
    • blevesearch/bleve - A modern text indexing library for go
    • hashicorp/terraform - Terraform enables you to safely and predictably create, change, and improve infrastructure. It is an open source tool that codifies APIs into declarative configuration files that can be shared amongst team members, treated as code, edited, reviewed, and versioned.
    • uber/cadence - Cadence is a distributed, scalable, durable, and highly available orchestration engine to execute asynchronous long-running business logic in a scalable and resilient way.
    • kubeedge/kubeedge - Kubernetes Native Edge Computing Framework (project under CNCF)
    • kubernetes-sigs/kustomize - Customization of kubernetes YAML configurations
    • aquasecurity/kube-bench - Checks whether Kubernetes is deployed according to security best practices as defined in the CIS Kubernetes Benchmark
    • tektoncd/pipeline - A cloud-native Pipeline resource.
    • uber/kraken - P2P Docker registry capable of distributing TBs of data in seconds
    • smallnest/1m-go-tcp-server - benchmarks for implementation of servers which support 1 million connections
    • GoogleContainerTools/container-diff - container-diff: Diff your Docker containers
    • yeasy/blockchain_guide - Introduce blockchain related technologies, from theory to practice with bitcoin, ethereum and hyperledger.
    • eranyanay/1m-go-websockets - handling 1M websockets connections in Go
    • gohugoio/hugo - The world’s fastest framework for building websites.
    • elastic/go-elasticsearch - The official Go client for Elasticsearch
    • bxcodec/faker - Go (Golang) Fake Data Generator for Struct
    • k3s-io/k3s - Lightweight Kubernetes
    • hyperledger/fabric - Hyperledger Fabric is an enterprise-grade permissioned distributed ledger framework for developing solutions and applications. Its modular and versatile design satisfies a broad range of industry use cases. It offers a unique approach to consensus that enables performance at scale while preserving privacy.
    • grafana/loki - Like Prometheus, but for logs.
    • microsoft/ethr - Ethr is a Comprehensive Network Measurement Tool for TCP, UDP & ICMP.
    • kubernetes-sigs/kind - Kubernetes IN Docker - local clusters for testing Kubernetes
    • yeasy/docker_practice - Learn and understand Docker technologies, with real DevOps practice!
    • tsenart/vegeta - HTTP load testing tool and library. It's over 9000!
    • kata-containers/runtime - Kata Containers version 1.x runtime (for version 2.x see https://github.com/kata-containers/kata-containers).
    • kubernetes/kops - Kubernetes Operations (kops) - Production Grade K8s Installation, Upgrades, and Management
    • c-bata/go-prompt - Building powerful interactive prompts in Go, inspired by python-prompt-toolkit.
    • maxmcd/webtty - Share a terminal session over WebRTC
    • vmware-tanzu/velero - Backup and migrate Kubernetes applications and their persistent volumes
    • wagoodman/dive - A tool for exploring each layer in a docker image
    • dragonflyoss/Dragonfly - Dragonfly is an intelligent P2P based image and file distribution system.
    • XiaoMi/soar - SQL Optimizer And Rewriter
    • dgraph-io/badger - Fast key-value DB in Go.
    • MontFerret/ferret - Declarative web scraping
    • goharbor/harbor - An open source trusted cloud native registry project that stores, signs, and scans content.
    • liuchengxu/blockchain-tutorial - :ear_of_rice: A step-by-step blockchain tutorial in simplified Chinese
    • nats-io/nats-server - High-Performance server for NATS, the cloud native messaging system.
    • gomods/athens - A Go module datastore and proxy
    • m3db/m3 - M3 monorepo - Distributed TSDB, Aggregator and Query Engine, Prometheus Sidecar, Graphite Compatible, Metrics Platform
    • v2ray/v2ray-core - A platform for building proxies to bypass network restrictions.
    • kiali/kiali - Kiali project, observability for the Istio service mesh
    • gravitational/teleport - Certificate authority and access plane for SSH, Kubernetes, web applications, and databases
    • restic/restic - Fast, secure, efficient backup program
    • influxdata/telegraf - The plugin-driven server agent for collecting & reporting metrics.
    • knative/serving - Kubernetes-based, scale-to-zero, request-driven compute
    • golang-migrate/migrate - Database migrations. CLI and Golang library.
    • Jeiwan/blockchain_go - A simplified blockchain implementation in Golang
    • minio/minio - High Performance, Kubernetes Native Object Storage
    • tidwall/gjson - Get JSON values quickly - JSON parser for Go
    • tidwall/buntdb - BuntDB is an embeddable, in-memory key/value database for Go with custom indexing and geospatial support
    • go-gorm/gorm - The fantastic ORM library for Golang, aims to be developer friendly
    • xo/usql - Universal command-line interface for SQL databases
    • hashicorp/consul - Consul is a distributed, highly available, and data center aware solution to connect and configure applications across dynamic, distributed infrastructure.
    • json-iterator/go - A high-performance 100% compatible drop-in replacement of "encoding/json"
    • thanos-io/thanos - Highly available Prometheus setup with long term storage capabilities. A CNCF Incubating project.
    • openfaas/faas - OpenFaaS - Serverless Functions Made Simple
    • go-pg/pg - Golang ORM with focus on PostgreSQL features and performance
    • google/gvisor - Application Kernel for Containers
    • kubernetes/client-go - Go client for Kubernetes.
    • coredns/coredns - CoreDNS is a DNS server that chains plugins
    • GoogleContainerTools/kaniko - Build Container Images In Kubernetes
    • gocolly/colly - Elegant Scraper and Crawler Framework for Golang
    • pingcap/tidb - TiDB is an open source distributed HTAP database compatible with the MySQL protocol
    • kubernetes/ingress-nginx - NGINX Ingress Controller for Kubernetes
    • rook/rook - Storage Orchestration for Kubernetes
    • GoogleContainerTools/skaffold - Easy and Repeatable Kubernetes Development
    • google/jsonapi - jsonapi.org style payload serializer and deserializer
    • tmrts/go-patterns - Curated list of Go design patterns, recipes and idioms
    • shirou/gopsutil - psutil for golang
    • grpc-ecosystem/go-grpc-middleware - Golang gRPC Middlewares: interceptor chaining, auth, logging, retries and more.
    • istio/istio - Connect, secure, control, and observe services.
    • helm/helm - The Kubernetes Package Manager
    • jaegertracing/jaeger - CNCF Jaeger, a Distributed Tracing Platform
    • fatedier/frp - A fast reverse proxy to help you expose a local server behind a NAT or firewall to the internet.
    • lib/pq - Pure Go Postgres driver for database/sql
    • google/go-github - Go library for accessing the GitHub API
    • julienschmidt/httprouter - A high performance HTTP request router that scales well
    • appleboy/gorush - A push notification server written in Go (Golang).
    • go-delve/delve - Delve is a debugger for the Go programming language.
    • grpc-ecosystem/grpc-gateway - gRPC to JSON proxy generator following the gRPC HTTP spec
    • prometheus/prometheus - The Prometheus monitoring system and time series database.
    • astaxie/build-web-application-with-golang - A golang ebook intro how to build a web with golang
    • unknwon/the-way-to-go_ZH_CN - 《The Way to Go》中文译本，中文正式名《Go 入门指南》
    • buger/goreplay - GoReplay is an open-source tool for capturing and replaying live HTTP traffic into a test environment in order to continuously test your system with real data. It can be used to increase confidence in code deployments, configuration changes and infrastructure changes.
    • sirupsen/logrus - Structured, pluggable logging for Go.
    • gin-gonic/gin - Gin is a HTTP web framework written in Go (Golang). It features a Martini-like API with much better performance -- up to 40 times faster. If you need smashing performance, get yourself some Gin.
    • dgraph-io/dgraph - Native GraphQL Database with graph backend
    • influxdata/influxdb - Scalable datastore for metrics, events, and real-time analytics
    • etcd-io/etcd - Distributed reliable key-value store for the most critical data of a distributed system
    • sosedoff/pgweb - Cross-platform client for PostgreSQL databases
    • cockroachdb/cockroach - CockroachDB - the open source, cloud-native distributed SQL database.
    • kubernetes/kubernetes - Production-Grade Container Scheduling and Management
    • joewalnes/websocketd - Turn any program that uses STDIN/STDOUT into a WebSocket server. Like inetd, but for WebSockets.
    • golang/go - The Go programming language
    • b3log/lute - 🎼 一款结构化的 Markdown 引擎，支持 Go 和 JavaScript。
    • Dreamacro/clash - A rule-based tunnel in Go.
    • inlets/inlets - Cloud Native Tunnel
    • avelino/awesome-go - A curated list of awesome Go frameworks, libraries and software
    • oam-dev/kubevela - A Modern Application Deployment System Based on Kubernetes and OAM.
    • conprof/conprof - Continuous profiling for performance analysis of CPU, memory over time.
    • bitnami-labs/kubewatch - Watch k8s events and trigger Handlers
    • kubernetes-sigs/service-catalog - Consume services in Kubernetes using the Open Service Broker API
    • pion/ion - Distributed RTC System by pure Go and Flutter
    • kylesliu/awesome-golang-algorithm - :memo: LeetCode of algorithms with golang solution(updating).
    • rancher/k3d - Little helper to run Rancher Lab's k3s in Docker
    • motemen/gore - Yet another Go REPL that works nicely. Featured with line editing, code completion, and more.
    • kubecost/cost-model - Cross-cloud cost allocation models for Kubernetes workloads
    • mattermost/mattermost-server - Open source Slack-alternative in Golang and React - Mattermost
    • alibaba/accelerated-container-image - accelerated-container-image
    • pyroscope-io/pyroscope - 🔥 Continuous Profiling Platform 🔥 Debug performance issues down to a single line of code
    • studygolang/studygolang - Go 语言中文网 | Golang中文社区 | Go语言学习园地 源码
    • weaveworks/kured - Kubernetes Reboot Daemon
    • docker-slim/docker-slim - DockerSlim (docker-slim): Don't change anything in your Docker container image and minify it by up to 30x (and for compiled languages even more) making it secure too! (free and open source)
    • overnote/over-golang - Golang相关：[审稿进度80%]Go语法、Go并发思想、Go与web开发、Go微服务设施等
    • stashed/stash - 🛅 Backup your Kubernetes Stateful Applications
    • augmentable-dev/askgit - Query git repositories with SQL. Generate reports, perform status checks, analyze codebases. 🔍 📊
    • rivo/tview - Terminal UI library with rich, interactive widgets — written in Golang
    • pulumi/pulumi - Pulumi - Modern Infrastructure as Code. Any cloud, any language 🚀
    • talkgo/night - Weekly Go Online Meetup via Bilibili｜Go 夜读｜由 SIG 成员维护｜通过 bilibili 在线直播的方式分享 Go 相关的技术话题，每天大家在微信/telegram/Slack 上及时沟通交流编程技术话题。
    • MariaLetta/free-gophers-pack - ✨ This pack of 100+ gopher pictures and elements will help you to build own design of almost anything related to Go Programming Language: presentations, posts in blogs or social media, courses, videos and many, many more.
    • ehang-io/nps - 一款轻量级、高性能、功能强大的内网穿透代理服务器。支持tcp、udp、socks5、http等几乎所有流量转发，可用来访问内网网站、本地支付接口调试、ssh访问、远程桌面，内网dns解析、内网socks5代理等等……，并带有功能强大的web管理端。a lightweight, high-performance, powerful intranet penetration proxy server, with a powerful web management terminal.
    • derailed/k9s - 🐶 Kubernetes CLI To Manage Your Clusters In Style!
    • ory/hydra - OpenID Certified™ OpenID Connect and OAuth Provider written in Go - cloud native, security-first, open source API security for your infrastructure. SDKs for any language. Compatible with MITREid.
    • chai2010/advanced-go-programming-book - :books: 《Go语言高级编程》开源图书，涵盖CGO、Go汇编语言、RPC实现、Protobuf插件实现、Web框架实现、分布式系统等高阶主题(完稿)
    • xinliangnote/go-gin-api - 基于 Gin 进行模块化设计的 API 框架，封装了常用功能，使用简单，致力于进行快速的业务研发。比如，支持 cors 跨域、jwt 签名验证、zap 日志收集、panic 异常捕获、trace 链路追踪、prometheus 监控指标、swagger 文档生成、viper 配置文件解析、gorm 数据库组件、gormgen 代码生成工具、graphql 查询语言、errno 统一定义错误码、gRPC 的使用 等等。
    • xtaci/kcptun - A Stable & Secure Tunnel based on KCP with N:M multiplexing and FEC. Available for ARM, MIPS, 386 and AMD64。KCPプロトコルに基づく安全なトンネル。KCP 프로토콜을 기반으로 하는 보안 터널입니다。
    • kyleconroy/sqlc - Generate type safe Go from SQL
    • GoogleCloudPlatform/spark-on-k8s-operator - Kubernetes operator for managing the lifecycle of Apache Spark applications on Kubernetes.
    • vmware-tanzu/octant - Highly extensible platform for developers to better understand the complexity of Kubernetes clusters.
    • jetstack/cert-manager - Automatically provision and manage TLS certificates in Kubernetes

  • HTML

  • Haskell

  • Hy

    • hylang/hy - A dialect of Lisp that's embedded in Python

  • Java

    • doocs/leetcode - 😏 LeetCode solutions in any programming language | 多种编程语言实现 LeetCode、《剑指 Offer（第 2 版）》、《程序员面试金典（第 6 版）》题解
    • opensearch-project/OpenSearch - Open source distributed and RESTful search engine.
    • pravega/pravega - Pravega - Streaming as a new software defined storage primitive
    • trinodb/trino - Official repository of Trino, the distributed SQL query engine for big data, formerly known as PrestoSQL (https://trino.io)
    • apache/druid - Apache Druid: a high performance real-time analytics database.
    • google/rejoiner - Generates a unified GraphQL schema from gRPC microservices and other Protobuf sources
    • alibaba/canal - 阿里巴巴 MySQL binlog 增量订阅&消费组件
    • qiurunze123/miaosha - ⭐⭐⭐⭐秒杀系统设计与实现.互联网工程师进阶与分析🙋🐓
    • NationalSecurityAgency/ghidra - Ghidra is a software reverse engineering (SRE) framework
    • apache/ignite - Apache Ignite
    • flyway/flyway - Flyway by Redgate • Database Migrations Made Easy.
    • Snailclimb/JavaGuide - 「Java学习+面试指南」一份涵盖大部分 Java 程序员所需要掌握的核心知识。准备 Java 面试，首选 JavaGuide！
    • zhisheng17/flink-learning - flink learning blog. http://www.54tianzhisheng.cn/ 含 Flink 入门、概念、原理、实战、性能调优、源码解析等内容。涉及 Flink Connector、Metrics、Library、DataStream API、Table API & SQL 等内容的学习案例，还有 Flink 落地应用的大型项目案例（PVUV、日志存储、百亿数据实时去重、监控告警）分享。欢迎大家支持我的专栏《大数据实时计算引擎 Flink 实战与性能优化》
    • kon9chunkit/GitHub-Chinese-Top-Charts - :cn: GitHub中文排行榜，帮助你发现高分优秀中文项目、更高效地吸收国人的优秀经验成果；榜单每周更新一次，敬请关注！
    • apache/beam - Apache Beam is a unified programming model for Batch and Streaming
    • Alluxio/alluxio - Alluxio, data orchestration for analytics and machine learning in the cloud
    • apache/flink - Apache Flink
    • oracle/graal - GraalVM: Run Programs Faster Anywhere :rocket:
    • apache/pulsar - Apache Pulsar - distributed pub-sub messaging system
    • CyC2018/CS-Notes - :books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计
    • bazelbuild/bazel - a fast, scalable, multi-language and extensible build system
    • apache/zeppelin - Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.
    • elastic/elasticsearch - Free and Open, Distributed, RESTful Search Engine
    • didi/DoraemonKit - 一款面向泛前端产品研发全生命周期的效率平台。
    • didi/Logi-KafkaManager - 一站式Apache Kafka集群指标监控与运维管控平台
    • xaecbd/KafkaCenter - KafkaCenter is a unified platform for Kafka cluster management and maintenance, producer / consumer monitoring, and use of ecological components.
    • geekxh/hello-algorithm - 🌍「算法面试+算法知识」针对小白的算法训练 | 还包括：1、阿里、字节、滴滴 百篇大厂面经汇总 2、千本开源电子书 3、百张思维导图 （右侧来个 star 吧 🌹，English version supported）
    • MisterBooo/LeetCodeAnimation - Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）
    • doocs/advanced-java - 😮 Core Interview Questions & Answers For Experienced Java(Backend) Developers | 互联网 Java 工程师进阶知识完全扫盲：涵盖高并发、分布式、高可用、微服务、海量数据处理等领域知识

  • JavaScript

  • Jinja

  • Jsonnet

  • Jupyter Notebook

  • Kotlin

  • Lua

    • Kong/kong - 🦍 The Cloud-Native API Gateway

  • Makefile

  • Markdown

  • Mustache

  • OCaml

  • Objective-C

  • Others

  • PHP

  • Perl

    • AlDanial/cloc - cloc counts blank lines, comment lines, and physical lines of source code in many programming languages.

  • PowerShell

  • Ruby

  • Rust

    • tauri-apps/tauri - Build smaller, faster, and more secure desktop applications with a web frontend.
    • rust-lang/cargo - The Rust package manager
    • benfred/py-spy - Sampling profiler for Python programs
    • ballista-compute/ballista - Distributed compute platform implemented in Rust, and powered by Apache Arrow.
    • orf/gping - Ping, but with a graph
    • Qovery/engine - Deploy your apps on any Cloud providers in just a few seconds
    • meilisearch/MeiliSearch - Lightning Fast, Ultra Relevant, and Typo-Tolerant Search Engine
    • paritytech/substrate - Substrate: The platform for blockchain innovators
    • microsoft/windows-rs - Rust for Windows
    • denisidoro/navi - An interactive cheatsheet tool for the command-line
    • bottlerocket-os/bottlerocket - An operating system designed for hosting containers
    • dalance/procs - A modern replacement for ps written in Rust
    • google/OpenSK - OpenSK is an open-source implementation for security keys written in Rust that supports both FIDO U2F and FIDO2 standards.
    • tokio-rs/tokio - A runtime for writing reliable asynchronous applications with Rust. Provides I/O, networking, scheduling, timers, ...
    • nushell/nushell - A new type of shell
    • firecracker-microvm/firecracker - Secure and fast microVMs for serverless computing.
    • cloudflare/quiche - 🥧 Savoury implementation of the QUIC transport protocol and HTTP/3
    • actix/actix-web - Actix Web is a powerful, pragmatic, and extremely fast web framework for Rust.
    • 996icu/996.ICU - Repo for counting stars and contributing. Press F to pay respect to glorious developers.
    • rust-lang/rust - Empowering everyone to build reliable and efficient software.
    • tikv/tikv - Distributed transactional key-value database, originally created to complement TiDB
    • cube-js/cube.js - 📊 Cube.js — Open-Source Analytical API Platform
    • ogham/exa - A modern replacement for ‘ls’.
    • willdoescode/nat - `ls` alternative with useful info and a splash of color 🎨
    • Y2Z/monolith - ⬛️ CLI tool for saving complete web pages as a single HTML file
    • diem/diem - Diem’s mission is to build a trusted and innovative financial network that empowers people and businesses around the world.
    • starship/starship - ☄🌌️ The minimal, blazing-fast, and infinitely customizable prompt for any shell!

  • SCSS

  • Scala

    • apache/spark - Apache Spark - A unified analytics engine for large-scale data processing
    • intel-analytics/BigDL - BigDL: Distributed Deep Learning Framework for Apache Spark

  • Scheme

  • Shell

  • Starlark

  • Swift

  • TypeScript

    • pinterest/querybook - Querybook is a Big Data Querying UI, combining collocated table metadata and a simple notebook interface.
    • tailwindlabs/headlessui - Completely unstyled, fully accessible UI components, designed to integrate beautifully with Tailwind CSS.
    • excalidraw/excalidraw - Virtual whiteboard for sketching hand-drawn like diagrams
    • backstage/backstage - Backstage is an open platform for building developer portals
    • keptn/keptn - Cloud-native application life-cycle orchestration. Keptn automates your SLO-driven multi-stage delivery and operations & remediation of your applications.
    • conwnet/github1s - One second to read GitHub code with VS Code.
    • ant-design/ant-design - 🌈 A UI Design Language and React UI library
    • hediet/vscode-drawio - This unofficial extension integrates Draw.io (also known as diagrams.net) into VS Code.
    • opstrace/opstrace - The Open Source Observability Distribution
    • cweijan/vscode-database-client - Database Client For Visual Studio Code
    • pavlobu/deskreen - Deskreen turns any device with a web browser into a secondary screen for your computer
    • artifacthub/hub - Find, install and publish Kubernetes packages
    • actionsflow/actionsflow - The free Zapier/IFTTT alternative for developers to automate your workflows based on Github actions
    • chakra-ui/chakra-ui - ⚡️ Simple, Modular & Accessible UI Components for your React Applications
    • streamich/react-use - React Hooks — 👍
    • alibaba/hooks - React Hooks Library
    • bernaferrari/FigmaToCode - Generate responsive pages and apps on HTML, Tailwind, Flutter and SwiftUI.
    • rome/tools - The Rome Toolchain. A linter, compiler, bundler, and more for JavaScript, TypeScript, HTML, Markdown, and CSS.
    • microsoft/fast - The adaptive interface system for modern web experiences.
    • mcuking/mobile-web-best-practice - :tiger: 移动 web 最佳实践
    • elastic/eui - Elastic UI Framework 🙌
    • adobe/react-spectrum - A collection of libraries and tools that help you build adaptive, accessible, and robust user experiences.
    • ajv-validator/ajv - The fastest JSON schema Validator. Supports JSON Schema draft-04/06/07/2019-09/2020-12 and JSON Type Definition (RFC8927)
    • aws/aws-cdk - The AWS Cloud Development Kit is a framework for defining cloud infrastructure in code
    • microsoft/playwright - Node.js library to automate Chromium, Firefox and WebKit with a single API
    • facebook/docusaurus - Easy to maintain open source documentation websites.
    • lensapp/lens - Lens - The Kubernetes IDE
    • docker/build-push-action - :octocat: GitHub Action to build and push Docker images with Buildx
    • cdk8s-team/cdk8s - Define Kubernetes native apps and abstractions using object-oriented programming
    • kubenav/kubenav - kubenav is the navigator for your Kubernetes clusters right in your pocket.
    • wechaty/wechaty - Conversational RPA SDK for Chatbot Makers
    • react-dnd/react-dnd - Drag and Drop for React
    • tensorflow/tensorboard - TensorFlow's Visualization Toolkit
    • microsoft/TypeScript - TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
    • antvis/G6 - ♾ A Graph Visualization Framework in JavaScript
    • rrweb-io/rrweb - record and replay the web
    • microsoft/vscode - Visual Studio Code
    • GoogleChromeLabs/squoosh - Make images smaller using best-in-class codecs, right in the browser.
    • graphql/graphiql - GraphiQL & the GraphQL LSP Reference Ecosystem for building browser & IDE tools.
    • eclipse-theia/theia - Eclipse Theia is a cloud & desktop IDE framework implemented in TypeScript.
    • microsoft/fluentui - Fluent UI web represents a collection of utilities, React components, and web components for building web applications.
    • apollographql/apollo-client - :rocket: A fully-featured, production ready caching GraphQL client for every UI framework and GraphQL server
    • material-components/material-components-web - Modular and customizable Material Design UI components for the web
    • mobxjs/mobx - Simple, scalable state management.
    • danilowoz/react-content-loader - ⚪ SVG-Powered component to easily create skeleton loadings.
    • antvis/G2 - 📊 A highly interactive data-driven visualization grammar for statistical charts.
    • puppeteer/puppeteer - Headless Chrome Node.js API
    • xtermjs/xterm.js - A terminal for the web
    • draft-js-plugins/draft-js-plugins - React Plugin Architecture for Draft.js including Slack-Like Emojis, FB-Like Mentions and Stickers
    • cs01/gdbgui - Browser-based frontend to gdb (gnu debugger). Add breakpoints, view the stack, visualize data structures, and more in C, C++, Go, Rust, and Fortran. Run gdbgui from the terminal and a new tab will open in your browser.
    • grafana/grafana - The open and composable observability and data visualization platform. Visualize metrics, logs, and traces from multiple sources like Prometheus, Loki, Elasticsearch, InfluxDB, Postgres and many more.
    • apache/echarts - Apache ECharts is a powerful, interactive charting and data visualization library for browser
    • GoogleChrome/rendertron - A Headless Chrome rendering solution
    • wbkd/react-flow - Highly customizable library for building interactive node-based UIs, editors, flow charts and diagrams
    • primer/components - Primer React components
    • Kaiyiwing/qwerty-learner - 为键盘工作者设计的单词记忆与英语肌肉记忆锻炼软件 / Words learning and English muscle memory training software designed for keyboard workers
    • formium/formik - Build forms in React, without the tears 😭
    • Redocly/redoc - 📘 OpenAPI/Swagger-generated API Reference Documentation
    • probot/probot - 🤖 A framework for building GitHub Apps to automate and improve your workflow
    • graphql-editor/graphql-editor - 📺 Visual Editor & GraphQL IDE. Draw GraphQL schemas using visual 🔷 nodes and explore GraphQL API with beautiful UI. Even 🐒 can do that!
    • pmndrs/react-spring - ✌️ A spring physics based React animation library
    • browserless/chrome - Chrome as a service in docker. Run on our cloud, or bring your own

  • Vim script

    • SpaceVim/SpaceVim - A community-driven modular vim distribution - The ultimate vim configuration

  • Vue

  • Batchfile

Programming Languages
Go 347 Python 304 Swift 113 JavaScript 75 TypeScript 73 C++ 33 Shell 28 Rust 28 Java 27 C 20
Categories
Go 360 Python 324 Swift 119 Others 89 JavaScript 83 TypeScript 62 C++ 39 Shell 30 Java 29 Rust 27 C 20 Dart 18 HTML 13 Jupyter Notebook 12 Ruby 6 CSS 5 Haskell 5 C# # 4 Makefile 4 Objective-C 4 PowerShell 3 PHP 3 License 2 Kotlin 2 Scala 2 Elixir 1 Mustache 1 Hy 1 CodeQL 1 Jinja 1 Perl 1 Lua 1 Vue 1 Vim script 1 Assembly 1 Scheme 1 Clojure 1 Jsonnet 1 Dockerfile 1 SCSS 1 OCaml 1 Markdown 1 Batchfile 1 Starlark 1
Sub Categories
Keywords
python 201 golang 138 go 137 kubernetes 111 swift 80 ios 68 javascript 58 docker 51 machine-learning 48 database 43 macos 43 cncf 39 sql 35 react 35 swiftui 34 cloud-native 33 deep-learning 32 linux 30 cli 30 containers 30 awesome 29 rust 29 monitoring 27 python3 27 data-science 25 awesome-list 25 typescript 23 mysql 23 http 22 security 22 devops 21 asyncio 20 testing 20 web 20 redis 19 java 19 android 19 prometheus 19 k8s 19 serverless 18 graphql 18 webrtc 18 windows 18 aws 18 cloud 17 shell 17 flutter 17 postgresql 17 framework 16 interview 16