Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
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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
This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."
[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
Python Implementation of Reinforcement Learning: An Introduction
TranslatedOpen source Deep Learning book, based on TensorFlow 2.0 framework.
- tensorflow
- tensorflow2
- deeplearning
- machinelearning
The "Python Machine Learning (1st edition)" book code repository and info resource
- machine-learning
- machine-learning-algorithms
- logistic-regression
- data-science
An Open-source book with Modern CUDA learning Notes for Beginners - BF16/FP8/FP4, HGEMM, CuTe, Flash-Attention, etc.
- cuda
- hgemm
- cuda-kernels
- cuda-toolkit
Bartosz Milewski's 'Category Theory for Programmers' unofficial PDF and LaTeX source
- haskell
- category-theory
- functional-programming
TranslatedGitHub 漫游指南 (Manyou Zhinan, "Roaming Guide")- a Chinese ebook on how to build a good project on Github. Explore the users' behavior. Find some thing interest.
The Concise TypeScript Book: A Concise Guide to Effective Development in TypeScript. Free and Open Source.
- book
- learn-typescript
- typescript
- typescript-book
Angrave's Crowd-Sourced System Programming Book used at UIUC
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
- tensorflow
- machine-learning
- regression
- convolutional-neural-networks
SICP PDF with Texinfo and LaTeX source
Open source book dedicated to helping you to make the best possible sourdough bread at home.
- baking
- bread
- cooking
- sourdough
The source code for the upcoming qml book
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
An open-source full-length book on Docker
Sources codes for: Mastering Python for Finance, Second Edition
- machine-learning
- python
- ai
Code and data used to create the examples in "Evidence-based Software Engineering based on the publicly available data"
- cognitive-capitalism
- cognitive-science
- economic-models
- ecosystem-modeling
Book source for Controls Engineering in the FIRST Robotics Competition
Source code for the "Backbone.Marionette.js: A Gentle Introduction" book available at https://leanpub.com/marionette-gentle-introduction