GitHub - highwayns/awesome: 😎 Awesome lists about all kinds of interesting topics

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highwayns
Platforms
Programming Languages
Front-End Development
Back-End Development
Computer Science
Big Data
Theory
Books
Editors
Gaming
Development Environment
Entertainment
Databases
Media
Learn
Security
Content Management Systems
Hardware
Business
Work
Networking
Decentralized Systems
Health and Social Science
Events
Testing
Miscellaneous
Related

highwayns

热烈欢迎新老加入的朋友，给大家共享下面的信息

热点信息

想了解chatGPT原理的朋友可以看看下面的讲座

chatGPT基础prompt学习链接一览

IT学员的福音，170门课程助你冲过现场面谈,欢迎IT培训洽谈，个人和机构都欢迎

我已经完成AI动画制作需要的项目集成，有感兴趣的朋友可以一起合作，一起制作大片

AI動画創作Youtube教程

下列项目诚征合作

chatGPT访谈录如今已经做了30多期，欢迎大家参考

大家一周辛苦了！听听AI创作的高能音乐，愿它带给你无穷的力量，它是抵抗抑郁症的利器。最近用的新工具做的图片都是比较艳丽，欢迎大家在欣赏周末的音乐时，同时欣赏这些美丽的风景，同时本人诚征影视合作者，一起用AI打造完美的影视作品

论文解读真正对技术感兴趣的朋友，请在youtube购买阅读,您的支持是我们最大的动力

医療データとLLM 真正对技术感兴趣的朋友，请在youtube购买阅读,您的支持是我们最大的动力

AGI系统开发入门

Prompt工程上　下
VectorDB入门上　中　下
AutoCoding-基于大语言模型的自动代码生成上　中　下
基于大语言模型的系统开发指南1 2 3 4 5
Next.js入门上　中　下
SqlAlchemy入门上　中　下
Chroma入门
Celery入门
FastApi入门上　下
PyPDF入门
LangFlow入门
Llama-GPT
WizardLM入门
PrivateGPT入门
Langchain入门1 2 3 4 5 6 7
DISC-MedLLM介绍
SalesGPT介绍
DB-GPT介绍
FinGPT介绍
DeepSpeed介绍
LlamaIndex介绍
SuperAGI介绍
langSmith-langchain应用调试和监控入门
DriveGPT4介绍-可解释性的自动驾驶大模型
MediBot-智能医疗助手介绍
MediBot-10大医疗聊天机器人
Big-AGI介绍--Medibot界面设计产品选择(Introduce Big-AGI and how to select interface design for Medibot)
ChatBotUI介绍--Medibot界面设计产品选择(Introduce ChatBotUI and how to select interface design for Medibot)
GPT-Academic介绍与Medibot界面设计（Exploring GPT-Academic & Medibot Interface Design）
XAgent介绍-超越AutoGPT的AGI(Introduce XAgent - One AGI which better than AutoGPT)
LLM驱动的自主代理（LLM Powered Autonomous Agents）
SPR介绍（Introduce SPR-Sparse Priming Representations）
latent space activation介绍（Introduce latent space activation）

AGI実務

VectorDB

AutoCoding

LLM Tool

迈向AGI的模型综合应用之一AgentGPT学习链接一览

迈向AGI的模型综合应用之二AutoGPT学习链接一览

迈向AGI的模型综合应用之三langchain学习链接一览

迈向AGI的模型综合应用之四superAGI学习链接一览

迈向AGI的模型综合应用之五Falcon学习链接一览

介于chatGPT3.5和chatGPT4之间的开源大语言模型Falcon-LLM
- https://github.com/Sentdex/Falcon-LLM
- https://huggingface.co/tiiuae/falcon-40b-instruct
youtube 教程
Falcon本地化 langchain+Falcon40B+chainlit
- https://github.com/highwayns/langchain-falcon-chainlit
- https://huggingface.co/settings/tokens
youtube 教程
迈向AGI的模型综合应用之五Falcon

迈向AGI的模型综合应用之六chatGPT+Plugin学习链接一览

chatGPT Plugin Code Interpreter试用体验
- https://youtu.be/9uGjxE7z5rk
- https://luminous-mapusaurus-1aa.notion.site/ChatGPT-Code-interpreter-943c39dfbad14df083ec247ff521f450
关于OpenAI
关于huggingface
- models
- datasets
- spaces
- docs
- github
- youtube介绍
https://learn.deeplearning.ai/chatgpt-building-system/lesson/1/introduction
https://github.com/FudanDISC/DISC-MedLLM
迈向AGI的模型综合应用之六chatGPT+Plugin

迈向AGI的模型综合应用之七BabyAGI学习链接一览

迈向AGI的模型综合应用之八superagent学习链接一览

迈向AGI的模型综合应用之九微软Jarvis学习链接一览

迈向AGI的模型综合应用之十谷歌PaLM2学习链接一览

迈向AGI的模型综合应用之十一脸书llama2学习链接一览

迈向AGI的模型综合应用之十二Claude2学习链接一览

IT学员的福音，已经完成的youtube视频教程

Java系列
- Java/junit入门
- Springboot入门
- Thymeleaf入门
- Activiti应用开发
- jHipster入门
Python系列
- Python入门
- mlflow入门
- 人工智能入门
- Finrl应用开发
项目管理系列
- XP项目管理
- PMP项目管理入门
- 系统构筑指南
其他系列
- C#入门
- Ruby系统开发
- Microsoft365入门
- SAP
- Swagger工具应用
- AWS入门
- NodeJS系列
自动代码生成
- Angluar自动代码生成上下
- Springboot RestAPI自动代码生成上下
- Next＋Flask自动代码生成上下
- 自动代码生成之Keycloak
- 自动代码生成之Quakus
- 自动代码生成之AutoGen
- 自动代码生成之Metaflow
- 自动代码生成之pyHipster
其他资料
- Top 100 useful AI Tools
- 人工智能工具大全 Ai工具龙虎榜
- 百问AI，AI百问
- 大语言模型（LLM）相关学习资料整理 - 知乎 (zhihu.com)
- 大语言模型（LLM）论文调研整理 - 知乎 (zhihu.com)
- awesome-ChatGPT-repositories
- Angora热门前沿论文每日速递
- AI文档标注工具doccano介绍
- GPTs Hunter
- ai-bot
AI MUSIC SHOW1
AI MUSIC SHOW2
AI MUSIC SHOW3
AI MUSIC SHOW4
AI MUSIC SHOW5
AI MUSIC SHOW6
AI MUSIC SHOW7
AI MUSIC SHOW8
AI MUSIC SHOW9
AI MUSIC SHOW10
AI MUSIC SHOW11
AI MUSIC SHOWSeraphina
AI MUSIC SHOW12
AI MUSIC SHOW梦幻音乐会
20个最好的现代商战谋略系列
- 中文1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20
- 日本語1 2 3 4 5 6 7 8 9
- English1 2 3 4 5 6 7 8 9

Platforms

Node.js - Async non-blocking event-driven JavaScript runtime built on Chrome's V8 JavaScript engine.
- Cross-Platform - Writing cross-platform code on Node.js.
Frontend Development
iOS - Mobile operating system for Apple phones and tablets.
Android - Mobile operating system developed by Google.
IoT & Hybrid Apps
Electron - Cross-platform native desktop apps using JavaScript/HTML/CSS.
Cordova - JavaScript API for hybrid apps.
React Native - JavaScript framework for writing natively rendering mobile apps for iOS and Android.
Xamarin - Mobile app development IDE, testing, and distribution.
Linux
- Containers
- eBPF - Virtual machine that allows you to write more efficient and powerful tracing and monitoring for Linux systems.
- Arch-based Projects - Linux distributions and projects based on Arch Linux.
- AppImage - Package apps in a single file that works on various mainstream Linux distributions.
macOS - Operating system for Apple's Mac computers.
- Screensavers
- Apps
- Open Source Apps
watchOS - Operating system for the Apple Watch.
JVM
Salesforce
Amazon Web Services
Windows
IPFS - P2P hypermedia protocol.
Fuse - Mobile development tools.
Heroku - Cloud platform as a service.
Raspberry Pi - Credit card-sized computer aimed at teaching kids programming, but capable of a lot more.
Qt - Cross-platform GUI app framework.
WebExtensions - Cross-browser extension system.
Smart TV - Create apps for different TV platforms.
GNOME - Simple and distraction-free desktop environment for Linux.
KDE - A free software community dedicated to creating an open and user-friendly computing experience.
.NET
- Core
- Roslyn - Open-source compilers and code analysis APIs for C# and VB.NET languages.
Amazon Alexa - Virtual home assistant.
DigitalOcean - Cloud computing platform designed for developers.
Flutter - Google's mobile SDK for building native iOS and Android apps from a single codebase written in Dart.
Home Assistant - Open source home automation that puts local control and privacy first.
IBM Cloud - Cloud platform for developers and companies.
Firebase - App development platform built on Google Cloud.
Robot Operating System 2.0 - Set of software libraries and tools that help you build robot apps.
Adafruit IO - Visualize and store data from any device.
Cloudflare - CDN, DNS, DDoS protection, and security for your site.
Actions on Google - Developer platform for Google Assistant.
ESP - Low-cost microcontrollers with WiFi and broad IoT applications.
Deno - A secure runtime for JavaScript and TypeScript that uses V8 and is built in Rust.
DOS - Operating system for x86-based personal computers that was popular during the 1980s and early 1990s.
Nix - Package manager for Linux and other Unix systems that makes package management reliable and reproducible.
Integration - Linking together different IT systems (components) to functionally cooperate as a whole.
Node-RED - A programming tool for wiring together hardware devices, APIs, and online services.
Low Code - Allowing business professionals to address their needs on their own with little to no coding skills.
Capacitor - Cross-platform open source runtime for building Web Native apps.
ArcGIS Developer - Mapping and location analysis platform for developers.
Bluetooth Low Energy - Low-power wireless communication protocol ideal for IoT, wearables, and other battery-powered applications.
Uno Platform - Open-source .NET UI platform for building cross-platform apps.

Programming Languages

JavaScript
- Promises
- Standard Style - Style guide and linter.
- Must Watch Talks
- Tips
- Network Layer
- Micro npm Packages
- Mad Science npm Packages - Impossible sounding projects that exist.
- Maintenance Modules - For npm packages.
- npm - Package manager.
- AVA - Test runner.
- ESLint - Linter.
- Functional Programming
- Observables
- npm scripts - Task runner.
- 30 Seconds of Code - Code snippets you can understand in 30 seconds.
- Ponyfills - Like polyfills but without overriding native APIs.
Swift - Apple's compiled programming language that is secure, modern, programmer-friendly, and fast.
- Education
- Playgrounds
Python - General-purpose programming language designed for readability.
- Asyncio - Asynchronous I/O in Python 3.
- Scientific Audio - Scientific research in audio/music.
- CircuitPython - A version of Python for microcontrollers.
- Data Science - Data analysis and machine learning.
- Typing - Optional static typing for Python.
- MicroPython - A lean and efficient implementation of Python 3 for microcontrollers.
Rust
- Pest - Parser generator.
Haskell
PureScript
Go
Scala
- Scala Native - Optimizing ahead-of-time compiler for Scala based on LLVM.
Ruby
Clojure
ClojureScript
Elixir
Elm
Erlang
Julia - High-level dynamic programming language designed to address the needs of high-performance numerical analysis and computational science.
Lua
C
C/C++ - General-purpose language with a bias toward system programming and embedded, resource-constrained software.
R - Functional programming language and environment for statistical computing and graphics.
- Learning
D
Common Lisp - Powerful dynamic multiparadigm language that facilitates iterative and interactive development.
- Learning
Perl
Groovy
Dart
Java - Popular secure object-oriented language designed for flexibility to "write once, run anywhere".
- RxJava
Kotlin
OCaml
ColdFusion
Fortran
PHP - Server-side scripting language.
- Composer - Package manager.
Pascal
AutoHotkey
AutoIt
Crystal
Frege - Haskell for the JVM.
CMake - Build, test, and package software.
ActionScript 3 - Object-oriented language targeting Adobe AIR.
Eta - Functional programming language for the JVM.
Idris - General purpose pure functional programming language with dependent types influenced by Haskell and ML.
Ada/SPARK - Modern programming language designed for large, long-lived apps where reliability and efficiency are essential.
Q# - Domain-specific programming language used for expressing quantum algorithms.
Imba - Programming language inspired by Ruby and Python and compiles to performant JavaScript.
Vala - Programming language designed to take full advantage of the GLib and GNOME ecosystems, while preserving the speed of C code.
Coq - Formal language and environment for programming and specification which facilitates interactive development of machine-checked proofs.
V - Simple, fast, safe, compiled language for developing maintainable software.
Zig - General-purpose programming language and toolchain for maintaining robust, optimal, and reusable software.
Move - Domain-specific programming language for writing safe smart contracts.
Esolangs - Programming languages designed for experimentation or as jokes rather than actual use.

Front-End Development

ES6 Tools
Web Performance Optimization
Web Tools
CSS - Style sheet language that specifies how HTML elements are displayed on screen.
- Critical-Path Tools
- Scalability
- Must-Watch Talks
- Protips
- Frameworks
React - JavaScript library for building user interfaces.
- Relay - Framework for building data-driven React apps.
- React Hooks - Lets you use state and other React features without writing a class.
Web Components
Polymer - JavaScript library to develop Web Components.
Angular - App framework.
Backbone - App framework.
HTML5 - Markup language used for websites & web apps.
SVG - XML-based vector image format.
Canvas
KnockoutJS - JavaScript library.
Dojo Toolkit - JavaScript toolkit.
Inspiration
Ember - App framework.
Android UI
iOS UI
Meteor
BEM
Flexbox
Web Typography
Web Accessibility
Material Design
D3 - Library for producing dynamic, interactive data visualizations.
Emails
jQuery - Easy to use JavaScript library for DOM manipulation.
- Tips
Web Audio
Offline-First
Static Website Services
Cycle.js - Functional and reactive JavaScript framework.
Text Editing
Motion UI Design
Vue.js - App framework.
Marionette.js - App framework.
Aurelia - App framework.
Charting
Ionic Framework 2
Chrome DevTools
PostCSS - CSS tool.
Draft.js - Rich text editor framework for React.
Service Workers
Progressive Web Apps
choo - App framework.
Redux - State container for JavaScript apps.
Browserify - Module bundler.
Sass - CSS preprocessor.
Ant Design - Enterprise-class UI design language.
Less - CSS preprocessor.
WebGL - JavaScript API for rendering 3D graphics.
Preact - App framework.
Progressive Enhancement
Next.js - Framework for server-rendered React apps.
lit - Library for building web components with a declarative template system.
JAMstack - Modern web development architecture based on client-side JavaScript, reusable APIs, and prebuilt markup.
WordPress-Gatsby - Web development technology stack with WordPress as a back end and Gatsby as a front end.
Mobile Web Development - Creating a great mobile web experience.
Storybook - Development environment for UI components.
Blazor - .NET web framework using C#/Razor and HTML that runs in the browser with WebAssembly.
PageSpeed Metrics - Metrics to help understand page speed and user experience.
Tailwind CSS - Utility-first CSS framework for rapid UI development.
Seed - Rust framework for creating web apps running in WebAssembly.
Web Performance Budget - Techniques to ensure certain performance metrics for a website.
Web Animation - Animations in the browser with JavaScript, CSS, SVG, etc.
Yew - Rust framework inspired by Elm and React for creating multi-threaded frontend web apps with WebAssembly.
Material-UI - Material Design React components for faster and easier web development.
Building Blocks for Web Apps - Standalone features to be integrated into web apps.
Svelte - App framework.
Design systems - Collection of reusable components, guided by rules that ensure consistency and speed.
Inertia.js - Make single-page apps without building an API.
MDBootstrap - Templates, layouts, components, and widgets to rapidly build websites.
Master CSS - A virtual CSS language with enhanced syntax.
Hydrogen - Edge-first framework for building Shopify storefronts with React.
Tiny JS - Frontend libraries that fit into 2 kB with dependencies.
Frontend GIS - Geographic Information Systems (GIS) for web browsers.

Back-End Development

Flask - Python framework.
Docker
Vagrant - Automation virtual machine environment.
Pyramid - Python framework.
Play1 Framework
CakePHP - PHP framework.
Symfony - PHP framework.
- Education
Laravel - PHP framework.
- Education
- TALL Stack - Full-stack development solution featuring libraries built by the Laravel community.
Rails - Web app framework for Ruby.
- Gems - Packages.
Phalcon - PHP framework.
Useful .htaccess Snippets
nginx - Web server.
Dropwizard - Java framework.
Kubernetes - Open-source platform that automates Linux container operations.
Lumen - PHP micro-framework.
Serverless Framework - Serverless computing and serverless architectures.
Apache Wicket - Java web app framework.
Vert.x - Toolkit for building reactive apps on the JVM.
Terraform - Tool for building, changing, and versioning infrastructure.
Vapor - Server-side development in Swift.
Dash - Python web app framework.
FastAPI - Python web app framework.
CDK - Open-source software development framework for defining cloud infrastructure in code.
IAM - User accounts, authentication and authorization.
Slim - PHP framework.
Fiber - Web framework built on top of Fasthttp, the fastest HTTP engine for Go.
Kustomize - Kubernetes native declarative configuration management tool.
OpenTofu - Open-source infrastructure as code tool.

Computer Science

University Courses
Data Science
- Tutorials
Machine Learning
- Tutorials
- ML with Ruby - Learning, implementing, and applying Machine Learning using Ruby.
- Core ML Models - Models for Apple's machine learning framework.
- H2O - Open source distributed machine learning platform written in Java with APIs in R, Python, and Scala.
- Software Engineering for Machine Learning - From experiment to production-level machine learning.
- AI in Finance - Solving problems in finance with machine learning.
- JAX - Automatic differentiation and XLA compilation brought together for high-performance machine learning research.
- XAI - Providing insight, explanations, and interpretability to machine learning methods.
Speech and Natural Language Processing
- Spanish
- NLP with Ruby
- Question Answering - The science of asking and answering in natural language with a machine.
- Natural Language Generation - Generation of text used in data to text, conversational agents, and narrative generation applications.
Linguistics
Cryptography
- Papers - Theory basics for using cryptography by non-cryptographers.
Computer Vision
Deep Learning - Neural networks.
- TensorFlow - Library for machine intelligence.
- TensorFlow.js - WebGL-accelerated machine learning JavaScript library for training and deploying models.
- TensorFlow Lite - Framework that optimizes TensorFlow models for on-device machine learning.
- Papers - The most cited deep learning papers.
- Education
Deep Vision
Open Source Society University
Functional Programming
Empirical Software Engineering - Evidence-based research on software systems.
Static Analysis & Code Quality
Information Retrieval - Learn to develop your own search engine.
Quantum Computing - Computing which utilizes quantum mechanics and qubits on quantum computers.
Theoretical Computer Science - The interplay of computer science and pure mathematics, distinguished by its emphasis on mathematical rigour and technique.
Conversational AI - Build awesome chatbots and digital assistants.
Generative AI - Automatically generate a wide range of unique content in text, image and audio format.

Big Data

Big Data
Public Datasets
Hadoop - Framework for distributed storage and processing of very large data sets.
Data Engineering
Streaming
Apache Spark - Unified engine for large-scale data processing.
Qlik - Business intelligence platform for data visualization, analytics, and reporting apps.
Splunk - Platform for searching, monitoring, and analyzing structured and unstructured machine-generated big data in real-time.

Theory

Papers We Love
Talks
Algorithms
- Education - Learning and practicing.
Algorithm Visualizations
Artificial Intelligence
Search Engine Optimization
Competitive Programming
Math
Recursion Schemes - Traversing nested data structures.
Audit Algorithms - Algorithmic audits of algorithms.
AGI & CoCoSci - The reciprocation of Artificial General Intelligence (AGI) and Computational Cognitive Sciences (CoCoSci).
Complex Systems - The scientific field studying systems with multiple interacting parts and emergent properties.

Books

Editors

Sublime Text
Vim
Neovim - Vim-fork focused on extensibility and usability.
Emacs
Atom - Open-source and hackable text editor.
Visual Studio Code - Cross-platform open-source text editor.

Gaming

Game Development
Game Talks
Godot - Game engine.
Open Source Games
Unity - Game engine.
Chess
LÖVE - Game engine.
PICO-8 - Fantasy console.
Game Boy Development
Construct 2 - Game engine.
Gideros - Game engine.
Minecraft - Sandbox video game.
ComputerCraft - Minecraft mod that adds programmable computers.
Game Datasets - Materials and datasets for Artificial Intelligence in games.
Haxe Game Development - A high-level strongly typed programming language used to produce cross-platform native code.
libGDX - Java game framework.
PlayCanvas - Game engine.
Game Remakes - Actively maintained open-source game remakes.
Flame - Game engine for Flutter.
Discord Communities - Chat with friends and communities.
CHIP-8 - Virtual computer game machine from the 70s.
Games of Coding - Learn a programming language by making games.
Esports - Video games played as a sport.
Learn Gamedev - The craft of video game creation.
Game Engine Development - Building software to speed up game creation.
GameMaker - Game engine.
Game Production - Leading the process of designing, developing, testing and distributing a video game from concept to release.

Development Environment

Quick Look Plugins - For macOS.
Dev Env
Dotfiles
Shell
Fish - User-friendly shell.
Command-Line Apps
ZSH Plugins
GitHub - Hosting service for Git repositories.
- Browser Extensions
- Cheat Sheet
- Pinned Gists - Dynamic pinned gists for your GitHub profile.
Git Cheat Sheet & Git Flow
Git Tips
Git Add-ons - Enhance the git CLI.
Git Hooks - Scripts for automating tasks during git workflows.
SSH
FOSS for Developers
Hyper - Cross-platform terminal app built on web technologies.
PowerShell - Cross-platform object-oriented shell.
Alfred Workflows - Productivity app for macOS.
Terminals Are Sexy
GitHub Actions - Create tasks to automate your workflow and share them with others on GitHub.

Entertainment

Databases

Database
MySQL
SQLAlchemy
InfluxDB
Neo4j
MongoDB - NoSQL database.
RethinkDB
TinkerPop - Graph computing framework.
PostgreSQL - Object-relational database.
CouchDB - Document-oriented NoSQL database.
HBase - Distributed, scalable, big data store.
NoSQL Guides - Help on using non-relational, distributed, open-source, and horizontally scalable databases.
Database Tools - Everything that makes working with databases easier.
TypeDB - Logical database to organize large and complex networks of data as one body of knowledge.
Cassandra - Open-source, distributed, wide column store, NoSQL database management system.
TDengine - An open-source time-series database with high-performance, scalability, and SQL support.
Supabase - An open-source alternative to Firebase.

Media

Creative Commons Media
Fonts
Codeface - Text editor fonts.
Stock Resources
GIF - Image format known for animated images.
Music
Open Source Documents
Audio Visualization
Broadcasting
Pixel Art - Pixel-level digital art.
FFmpeg - Cross-platform solution to record, convert and stream audio and video.
Icons - Downloadable SVG/PNG/font icon projects.
Audiovisual - Lighting, audio and video in professional environments.
VLC - Cross-platform media player software and streaming server.

Learn

CLI Workshoppers - Interactive tutorials.
Learn to Program
Speaking
Tech Videos
Dive into Machine Learning
Computer History
Programming for Kids
STEAM - Supplements for specific science, technology, engineering, arts, and math (STEAM) courses across all grade levels.
Educational Games - Learn while playing.
JavaScript Learning
CSS Learning - Mainly about CSS – the language and the modules.
Product Management - Learn how to be a better product manager.
Roadmaps - Gives you a clear route to improve your knowledge and skills.
YouTubers - Watch video tutorials from YouTubers that teach you about technology.
Hackathon - Running fun and productive hackathons.
Certificates - Free computer science certifications to showcase your knowledge.

Security

Application Security
Security
CTF - Capture The Flag.
Cyber Security University - Free educational resources that focus on learning by doing.
Malware Analysis
Android Security
Hacking
Hacking Spots
Honeypots - Deception trap, designed to entice an attacker into attempting to compromise the information systems in an organization.
Incident Response
Vehicle Security and Car Hacking
Web Security - Security of web apps & services.
Lockpicking - The art of unlocking a lock by manipulating its components without the key.
Cybersecurity Blue Team - Groups of individuals who identify security flaws in information technology systems.
Fuzzing - Automated software testing technique that involves feeding pseudo-randomly generated input data.
Embedded and IoT Security
GDPR - Regulation on data protection and privacy for all individuals within EU.
DevSecOps - Integration of security practices into DevOps.
Executable Packing - Packing and unpacking executable formats.
Malware Persistence - Techniques that adversaries use to keep access to systems across restarts.
EVM Security - Understanding the Ethereum Virtual Machine security ecosystem.
Password Cracking - The process of recovering passwords from data that has been stored in or transmitted by a system in scrambled form.
Security Card Games - Train your skills and discuss various security topics.
Suricata - Intrusion detection/prevention system and network security monitoring engine.
Prompt Injection - A type of vulnerability that specifically targets machine learning models.

Content Management Systems

Umbraco
Refinery CMS - Ruby on Rails CMS.
Wagtail - Django CMS focused on flexibility and user experience.
Textpattern - Lightweight PHP-based CMS.
Drupal - Extensible PHP-based CMS.
Craft CMS - Content-first CMS.
Sitecore - .NET digital marketing platform that combines CMS with tools for managing multiple websites.
Silverstripe CMS - PHP MVC framework that serves as a classic or headless CMS.
Directus - A real-time API and app dashboard for managing SQL database content.
Plone - Open source Python CMS.

Hardware

Robotics
Internet of Things
Electronics - For electronic engineers and hobbyists.
Bluetooth Beacons
Electric Guitar Specifications - Checklist for building your own electric guitar.
Plotters - Computer-controlled drawing machines and other visual art robots.
Robotic Tooling - Free and open tools for professional robotic development.
LIDAR - Sensor for measuring distances by illuminating the target with laser light.
Open Hardware - Open-source hardware projects.
ADS-B - Technology broadcasting aircraft's identity, position, and data periodically.
Flying FPV - Open hardware and software related to drones / UAVs.

Business

Open Companies
Places to Post Your Startup
OKR Methodology - Goal setting & communication best practices.
Leading and Managing - Leading people and being a manager in a technology company/environment.
Indie - Independent developer businesses.
Tools of the Trade - Tools used by companies on Hacker News.
Clean Tech - Fighting climate change with technology.
Wardley Maps - Provides high situational awareness to help improve strategic planning and decision making.
Social Enterprise - Building an organization primarily focused on social impact that is at least partially self-funded.
Engineering Team Management - How to transition from software development to engineering management.
Developer-First Products - Products that target developers as the user.
Billing - Payments, invoicing, pricing, accounting, marketplace, fraud, and business intelligence.
Engineering Strategy - How to design and execute engineering strategies for tech leadership.

Work

Slack - Team collaboration.
- Communities
Remote Jobs
Productivity
Niche Job Boards
Programming Interviews
Code Review - Reviewing code.
Creative Technology - Businesses & groups that specialize in combining computing, design, art, and user experience.
Internships - CV writing guides and companies that hire interns.

Networking

Software-Defined Networking
Network Analysis
PCAPTools
Real-Time Communications - Network protocols for near simultaneous exchange of media and data.
SNMP - A protocol for collecting, modifying, and organizing information about managed devices on IP networks.
Scapy - Python-based interactive packet manipulation.

Decentralized Systems

Bitcoin - Bitcoin services and tools for software developers.
Ripple - Open source distributed settlement network.
Non-Financial Blockchain - Non-financial blockchain applications.
Mastodon - Open source decentralized microblogging network.
Ethereum - Distributed computing platform for smart contract development.
Blockchain AI - Blockchain projects for artificial intelligence and machine learning.
EOSIO - A decentralized operating system supporting industrial-scale apps.
Corda - Open source blockchain platform designed for business.
Waves - Open source blockchain platform and development toolset for Web 3.0 apps and decentralized solutions.
Substrate - Framework for writing scalable, upgradeable blockchains in Rust.
Golem - Open source peer-to-peer marketplace for computing resources.
Stacks - A smart contract platform secured by Bitcoin.
Algorand - An open-source, proof of stake blockchain and smart contract computing platform.
ZeroNet - A decentralized web-like network of peer-to-peer users.
Cosmos SDK - Modular framework for building app-specific blockchains in Go.

Health and Social Science

Biomedical Information Extraction - How to extract information from unstructured biomedical data and text.
Computational Neuroscience - A multidisciplinary science which uses computational approaches to study the nervous system.
Diversity - Creating a more inclusive and diverse tech community.
Digital History - Computer-aided scientific investigation of history.
Empathy in Engineering - Building and promoting more compassionate engineering cultures.
Healthcare - Open source healthcare software for facilities, providers, developers, policy experts, and researchers.
Humane Technology - Open source projects that help improve society.
Mental Health - Mental health awareness and self-care in the software industry.
Neuroscience - Study of the nervous system and brain.
Digital Humanities - Software for humanities scholars using quantitative or computational methods.

Events

Creative Tech Events - Events around the globe for creative coding, tech, design, music, arts and cool stuff.
Events in Italy - Tech-related events in Italy.
Events in the Netherlands - Tech-related events in the Netherlands.

Testing

Testing - Software testing.
Visual Regression Testing - Ensures changes did not break the functionality or style.
Selenium - Open-source browser automation framework and ecosystem.
Appium - Test automation tool for apps.
TAP - Test Anything Protocol.
JMeter - Load testing and performance measurement tool.
k6 - Open-source, developer-centric performance monitoring and load testing solution.
Playwright - Node.js library to automate Chromium, Firefox and WebKit with a single API.
Quality Assurance Roadmap - How to start & build a career in software testing.
Gatling - Open-source load and performance testing framework based on Scala, Akka, and Netty.

Miscellaneous

Scientific Writing - Distraction-free scientific writing with Markdown, reStructuredText and Jupyter notebooks.
JSON - Text based data interchange format.
- GeoJSON
- Datasets
CSV - A text file format that stores tabular data and uses a comma to separate values.
Discounts for Student Developers
Radio
Awesome - Recursion illustrated.
Analytics
REST
Continuous Integration and Continuous Delivery
Services Engineering
Free for Developers
Answers - Stack Overflow, Quora, etc.
Sketch - Design app for macOS.
Boilerplate Projects
Readme
GitHub Wiki - Comprehensive documentation on GitHub beyond README.
Design and Development Guides
Software Engineering Blogs
Self Hosted
FOSS Production Apps
Gulp - Task runner.
AMA - Ask Me Anything.
- Answers
Open Source Photography
OpenGL - Cross-platform API for rendering 2D and 3D graphics.
GraphQL
Urban & Regional Planning - Concerning the built environment and communities.
Transit
Research Tools
Data Visualization
Microservices
Unicode - Unicode standards, quirks, packages and resources.
- Code Points
Beginner-Friendly Projects
Katas
Tools for Activism
Citizen Science - For community-based and non-institutional scientists.
MQTT - "Internet of Things" connectivity protocol.
For Girls
Vorpal - Node.js CLI framework.
Vulkan - Low-overhead, cross-platform 3D graphics and compute API.
LaTeX - Typesetting language.
Economics - An economist's starter kit.
Funny Markov Chains
Bioinformatics
Cheminformatics - Informatics techniques applied to problems in chemistry.
Colorful - Choose your next color scheme.
Steam - Digital distribution platform.
Bots - Building bots.
Site Reliability Engineering
DTrace - Dynamic tracing framework.
Userscripts - Enhance your browsing experience.
Pokémon - Pokémon and Pokémon GO.
ChatOps - Managing technical and business operations through a chat.
Falsehood - Falsehoods programmers believe in.
Domain-Driven Design - Software development approach for complex needs by connecting the implementation to an evolving model.
Quantified Self - Self-tracking through technology.
SaltStack - Python-based config management system.
Web Design - For digital designers.
Creative Coding - Programming something expressive instead of something functional.
No-Login Web Apps - Web apps that work without login.
Free Software - Free as in freedom.
Framer - Prototyping interactive UI designs.
Markdown - Markup language.
Dev Fun - Funny developer projects.
Magento 2 - Open Source eCommerce built with PHP.
TikZ - Graph drawing packages for TeX/LaTeX/ConTeXt.
Ad-Free - Ad-free alternatives.
Prometheus - Open-source monitoring system.
Homematic - Smart home devices.
Ledger - Double-entry accounting on the command-line.
Web Monetization - A free open web standard service that allows you to send money directly in your browser.
Uncopyright - Public domain works.
Crypto Currency Tools & Algorithms - Digital currency where encryption is used to regulate the generation of units and verify transfers.
Open Source Supporters - Companies that offer their tools and services for free to open source projects.
Design Principles - Create better and more consistent designs and experiences.
Theravada - Teachings from the Theravada Buddhist tradition.
inspectIT - Open source Java app performance management tool.
Open Source Maintainers - The experience of being an open source maintainer.
Calculators - Calculators for every platform.
Captcha - A type of challenge–response test used in computing to determine whether or not the user is human.
Jupyter - Create and share documents that contain code, equations, visualizations and narrative text.
FIRST Robotics Competition - International high school robotics championship.
Speakers - Conference and meetup speakers in the programming and design community.
Board Games - Table-top gaming fun for all.
Software Patreons - Fund individual programmers or the development of open source projects.
Parasite - Parasites and host-pathogen interactions.
Food - Food-related projects on GitHub.
Bitcoin Payment Processors - Start accepting Bitcoin.
Scientific Computing - Solving complex scientific problems using computers.
Amazon Sellers
Agriculture - Open source technology for farming and gardening.
Product Design - Design a product from the initial concept to production.
Prisma - Turn your database into a GraphQL API.
Software Architecture - The discipline of designing and building software.
Connectivity Data and Reports - Better understand who has access to telecommunication and internet infrastructure and on what terms.
Stacks - Tech stacks for building different apps and features.
Cytodata - Image-based profiling of biological phenotypes for computational biologists.
IRC - Open source messaging protocol.
Advertising - Advertising and programmatic media for websites.
Earth - Find ways to resolve the climate crisis.
Naming - Naming things in computer science done right.
Web Archiving - An effort to preserve the Web for future generations.
WP-CLI - Command-line interface for WordPress.
Credit Modeling - Methods for classifying credit applicants into risk classes.
Ansible - A Python-based, open source IT configuration management and automation platform.
Biological Visualizations - Interactive visualization of biological data on the web.
QR Code - A type of matrix barcode that can be used to store and share a small amount of information.
Veganism - Making the plant-based lifestyle easy and accessible.
Translations - The transfer of the meaning of a text from one language to another.
Scriptable - An iOS app for automations in JavaScript.
WebXR - Enables immersive virtual reality and augmented reality content on the web.
Computational Geometry - Computational approaches for problems in geometry.
OpenStreetMap - An open data mapping project utilized by many apps and devices.
Computational Biology - Computational approaches applied to problems in biology.
Read the Docs - Example documentation projects to inspire and help bootstrap new documentation projects.
Quarto - Scientific and technical open-source publishing system built on Pandoc.
Biological Image Analysis - Interpreting biological phenomena using images.
ChatGPT - Artificial intelligence chatbot developed by OpenAI.
Whisper - Open-source AI-powered speech recognition system developed by OpenAI.
Stock Trading - Purchase and sale of equities of publicly traded companies with the aim of generating profits.
Steam Deck - A handheld gaming computer developed by Valve.
Astrophotography - Photography of astronomical objects, celestial events, or areas of the night sky.
HPC - High Performance Computing.

All Awesome Lists - All the Awesome lists on GitHub.
Awesome Search - Quick search for Awesome lists.
StumbleUponAwesome - Discover random pages from the Awesome dataset using a browser extension.
Awesome CLI - A simple command-line tool to dive into Awesome lists.
Awesome Viewer - A visualizer for all of the above Awesome lists.
Track Awesome List - View the latest updates of Awesome lists.
Open Source Heroes - Awesome - View Awesome lists with extra info like stars, last update, and license.

Name		Name	Last commit message	Last commit date
Latest commit History 1,245 Commits
.github/workflows		.github/workflows
file		file
media		media
.editorconfig		.editorconfig
.gitattributes		.gitattributes
awesome.md		awesome.md
code-of-conduct.md		code-of-conduct.md
contributing.md		contributing.md
create-list.md		create-list.md
license		license
pull_request_template.md		pull_request_template.md
readme.md		readme.md

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