Repository Index

Official code repo for the O'Reilly Book - "Hands-On Large Language Models"

• artificial-intelligence
• book
• large-language-models
• llm

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

• bayesian-methods
• pymc
• mathematical-analysis
• jupyter-notebook

Code for Machine Learning for Trading, 3rd edition — from data sourcing to live execution.

• machine-learning
• trading
• investment
• finance

:books: The definitive guide to TypeScript and possibly the best TypeScript book :book:. Free and Open Source 🌹

• typescript
• typescript-book
• typescript-community
• free

Mastering Ethereum: 2nd Edition, by Andreas M. Antonopoulos, Gavin Wood, Carlo Parisi, Alessandro Mazza, Niccolò Pozzolini

• ethereum
• blockchain
• oreilly
• book

[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)

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

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmls-book`

• data-science
• machine-learning-production
• mlops

TranslatedThe Golang standard library. For programmers, the standard library is as important as the language itself. It is like a treasure chest that provides perfect solutions for all kinds of common tasks. This explains the Golang standard library in an example-driven way.

• golang
• standard-golang-library
• linux
• go

Open source book dedicated to helping you to make the best possible sourdough bread at home.

• baking
• bread
• cooking
• sourdough

XML sources of SICP and SICP JS, and support for generating Interactive SICP JS, PDF, e-book and comparison editions

• javascript
• textbook
• source-academy
• sicp

Code repository for Vulkan Cookbook by Packt

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

An open-source full-length book on Docker

• docker
• docker-compose

Practical Gremlin - An Apache TinkerPop Tutorial

• graph-database
• gremlin
• tinkerpop
• gremlin-console

You know Simon Wardley's medium posts on his Wardley Mapping technique? This is an AsciiDoc of them.

The book's repo

Code repository for Learning Vulkan, published by Packt

Code repository for Mastering Qt 5 published by Packt

The code repository for the prototypes included in the eBook "Inspired EHRs - Designing for Clinicians" (inspiredEHRs.gov). The code of the prototypes is made available under the Apache 2.0 open source license. This license agreement allows anyone to freely use the code and ideas presented in this book, subject to the conditions listed at http://opensource.org/licenses/Apache-2.0.

• healthcare
• ehr
• open-source
• electronic-health-record

This repository contains the content of the book Getting Started With Ledger.

• ledger

Code repository for Qt5 C++ GUI Programming Cookbook, published by Packt