Repository Index

Master programming by recreating your favorite technologies from scratch.

• programming
• tutorials
• tutorial-code
• tutorial-exercises

Curated list of project-based tutorials

• tutorial
• project
• beginner-project
• webdevelopment

24 Lessons, 12 Weeks, Get Started as a Web Developer

• javascript
• curriculum
• html
• css

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

• deep-learning
• deep-learning-tutorial
• pytorch
• gan

An awesome list that curates the best Flutter libraries, tools, tutorials, articles and more.

• flutter
• awesome-list
• dartlang
• mobile-development

坚持分享 GitHub 上高质量、有趣实用的开源技术教程、开发者工具、编程网站、技术资讯。A list cool, interesting projects of GitHub.

• github
• open-source
• ai
• java

In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

• agents
• ai
• llms
• machine-learning

Getting Started with Spring Boot 3:

🥇掘金翻译计划，可能是世界最大最好的英译中技术社区，最懂读者和译者的翻译平台：

• android
• translation
• ios
• frontend

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.

• rag
• tutorials
• langchain
• llama-index

A curated list of awesome Deep Learning tutorials, projects and communities.

• deep-learning
• neural-network
• machine-learning
• awesome

Extensive Open-Source Guides for Android Developers

• android
• guides
• tutorials
• codepath

50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.

• agents
• genai
• tutorials
• langchain

End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.

• agent
• agent-framework
• agents
• ai-agents

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

• pytorch
• pytorch-tutorials
• pytorch-handbook
• deep-learning

This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."

• reinforcement-learning
• book
• courses
• tutorials

machine learning and deep learning tutorials, articles and other resources

• deep-learning-tutorial
• machine-learning
• machinelearning
• deeplearning

A collection of ZSH frameworks, plugins, themes and tutorials.

• collection
• awesome-list
• zsh-theme
• zsh-completions

A curated list of awesome Hacking tutorials, tools and resources

• awesome
• hacking

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

• pytorch
• python
• machine-learning
• deep-learning

:satellite: Simple and ready-to-use tutorials for TensorFlow

• tensorflow
• python
• deep-learning
• deep-learning-tutorial

:books: Learn to write an embedded OS in Rust :crab:

• rust
• bare-metal
• raspberry-pi-3
• rpi3

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

• transferlearning
• domain-adaptation
• transfer-learning
• survey

A curated list of bookmarks, packages, tutorials, videos and other cool resources from the Laravel ecosystem

• awesome
• laravel
• php