Repository Index

TranslatedA guide to teaching yourself computer science

TranslatedA cost-effective guide to life: longevity and disease prevention, first aid, saving money and personal finance, legal red lines, unemployment and work injury, medical and social insurance, dating, marriage and childbearing, pregnancy and parenting, entrepreneurship and platform compliance, going abroad, and skills. Each entry states the cost, benefit, evidence level, and original source, citing only journal papers and official documents.

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.

Machine Learning Systems: Foundations, Scaling, Agentic AI, and Physical AI (Vols I–IV) • Harvard CS249r | https://mlsysbook.ai

• artificial-intelligence
• cloud-ml
• computer-systems
• courseware

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.

• tensorflow
• scikit-learn
• machine-learning
• python

Mastering Bitcoin 3rd Edition - Programming the Open Blockchain

• bitcoin
• bitcoin-api
• blockchain
• oreilly

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

• machine-learning
• trading
• investment
• finance

Machine Learning Engineering Open Book

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

Companion webpage to the book "Mathematics For Machine Learning"

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.

PRML algorithms implemented in Python

• jupyter
• prml
• notebook
• python

Bartosz Milewski's 'Category Theory for Programmers' unofficial PDF and LaTeX source

• haskell
• category-theory
• functional-programming
• pdf

Repository for the book "Crafting Interpreters"

• language
• parser
• bytecode
• java

Main Web Site (Online Books)

• book
• raytracing
• ray-tracing
• markdeep

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

HTML5/EPUB3 version of SICP

Code accompanying the book "Machine Learning for Hackers"

The source code for the upcoming qml book

TranslatedAimed at university students and people just starting their careers, this explains the social know-how, communication skills, and social rules that university classes often do not teach systematically. When you face cooperation, asking for help, refusing, money, etiquette, and conflict, it helps you understand how to handle things, what to say, and the price a choice may cost, so you can avoid detours and enter society more calmly.

A comparison between Go and Javascript

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

Practical Gremlin - An Apache TinkerPop Tutorial

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

TranslatedTeaches you how to get back every cent of your wages, overtime pay, and unused annual leave; how to reconnect your social insurance if it lapses, and what to do about work injury and maternity. When you are being targeted, reassigned, or laid off, you will know how to leave and how to leave no loose ends. 576 pieces of advice, each stating what it costs, what you get in return, and how solid the evidence is; sources cite only the original text of official documents and research literature.

• career
• china
• chinese
• decision-making

The Qt 6 Book - A book about QML