Repository Index

How to Make a Computer Operating System in C++

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

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

• machine-learning
• trading
• investment
• finance

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

• ethereum
• blockchain
• oreilly
• book

TranslatedChinese version of Apple's official "The Swift Programming Language"

• swift

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

TranslatedCode implementation of 《统计学习方法》 (Statistical Learning Methods)

TranslatedQiu Xipeng's "Neural Networks and Deep Learning" (神经网络与深度学习), Second Edition and General Edition: e-book, chapter table of contents, learning resources, and errata.

• attention-mechanism
• chinese
• deep-learning
• machine-learning

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

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

One has no future if one couldn't teach themself.

TranslatedHow programmers can elegantly earn pocket money, version 2.0, upgraded into a small book. Most of this not work outside China , so no English translate

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

• reinforcement-learning
• book
• courses
• tutorials

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

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

Pragmatic, balanced FP in JavaScript. @FLJSBook on twitter.

• book
• javascript
• functional-programming
• training-materials

Companion webpage to the book "Mathematics For Machine Learning"

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

• vim
• editor
• tutorial
• programming

Beginner, advanced, expert level Rust training material

The Ultimate Go Study Guide

• golang
• computer-systems
• programming
• ebook

Python Implementation of Reinforcement Learning: An Introduction

• reinforcement-learning
• artificial-intelligence

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

• deep-learning
• machine-learning
• linear-algebra
• mit

The Startup CTO's Handbook, a book covering leadership, management and technical topics for leaders of software engineering teams