Repository Index

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

• gpt
• large-language-models
• llm
• python

TranslatedHan Xiankai's (韩先凯) Life Advancement Guide: a bilingual Chinese-English lifelong learning guide for the AI era, covering AI, learning, entrepreneurship, wealth, love, and life

• chinese
• tutorial
• english-learning
• ai-literacy

TranslatedChinese translation of "The Way to Go", officially titled in Chinese 《Go 入门指南》 (Go Rùmén Zhǐnán, "Go Beginner's Guide")

• go
• tutorial
• book
• translation

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

• deep-learning
• machine-learning
• book
• notebook

📚 Modern C++ Tutorial: C++11 to C++26 On the Fly | https://changkun.de/modern-cpp/

• cpp11
• cpp14
• cpp17
• cpp20

Mostly adequate guide to FP (in javascript)

• javascript
• functional-programming
• tutorial
• reactive-programming

TranslatedThe pytorch handbook is an open-source book that aims to help friends who want to use PyTorch for deep learning development and research get started quickly. All of the PyTorch tutorials it contains have been tested to ensure they run successfully.

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

Translated"Getting Started with ECMAScript 6" is an open-source JavaScript language tutorial that comprehensively introduces the new syntax features added in ECMAScript 6.

Machine Learning Engineering Open Book

• pytorch
• slurm
• large-language-models
• llm

TranslatedThis project changes the MXNet implementations in the original book 《动手学深度学习》 (Dive into Deep Learning) into PyTorch implementations.

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

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

• reinforcement-learning
• book
• courses
• tutorials

Translated"Lee Hung-yi's Deep Learning Tutorial" (recommended by Professor Hung-yi Lee 👍, the Apple Book 🍎), PDF download address: https://github.com/datawhalechina/leedl-tutorial/releases

• machine-learning
• deep-learning
• leedl-tutorial
• cnn

Learning Vim and Vimscript doesn't have to be hard. This is the guide that you're looking for 📖

• vim
• editor
• tutorial
• programming

TranslatedOpen source Deep Learning book, based on TensorFlow 2.0 framework.

• tensorflow
• tensorflow2
• deeplearning
• machinelearning

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

• pytorch
• pytorch-tutorials
• pytorch-tutorials-cn
• deep-learning

Code repository of all OpenGL chapters from the book and its accompanying website https://learnopengl.com

The "Python Machine Learning (1st edition)" book code repository and info resource

• machine-learning
• machine-learning-algorithms
• logistic-regression
• data-science

Repository for the book "Crafting Interpreters"

• language
• parser
• bytecode
• java

TranslatedTypeScript Introductory Tutorial

• typescript
• javascript
• tutorial

The Concise TypeScript Book: A Concise Guide to Effective Development in TypeScript. Free and Open Source.

• book
• learn-typescript
• typescript
• typescript-book

Step-by-step guide through the abstract and complex universe of Fragment Shaders.

• shaders
• shader
• glsl
• glsl-shaders

Translated:hammer_and_wrench: :heart: Want to know NixOS & Flakes in detail? Looking for a beginner-friendly tutorial? Then you've come to the right place!

• linux
• nix
• nixos
• nix-flake

Introduction to Semiconductor Manufacturing

• manufacturing
• semiconductor

Code repository for Vulkan Cookbook by Packt

• vulkan
• vulkan-api
• vulkan-demos
• cpp