Repository Index

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

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

• numpy
• python
• linear-algebra
• data-science

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

Translated📖 "This Book Can Get You Connected to the Internet": explains in detail how proxies, tunnels, and VPNs work, and explains the principles behind GFW strategies such as address and port blocking, server cache poisoning, digital certificate attacks, and SSL connection blocking

• vpn
• ssh
• shadowsocks
• ssr

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

• shaders
• shader
• glsl
• glsl-shaders

TranslatedA beginner's guide to FDE (Forward Deployed Engineer) from scratch (based on the framework of Fan Bing's original book 增长黑客 (Growth Hacker, "Growth Hacking"))

HTML5/EPUB3 version of SICP

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

• tensorflow
• machine-learning
• regression
• convolutional-neural-networks

Code repository for Vulkan Cookbook by Packt

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

Mostly experiments based on "Advances in financial machine learning" book

Official code repo for the O'Reilly Book - "An Illustrated Guide to AI Agents"

A deep dive into the Ember JS runloop.

• ember-framework
• javascript
• ember-runloop
• runloop

The book's repo

Code repository for Learning Vulkan, published by Packt

Code repository for Mastering Qt 5 published by Packt

Idris version of Domain Modeling Made Functional Book.

• fp
• idris
• ddd
• depedent-types

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

TranslatedA guide to avoiding scams in the human world: 373 scam breakdowns covering 16 categories, including fake-order task scams (刷单), pig-butchering scams (杀猪盘), AI face-swapping, and scams targeting the elderly; includes real case reports, everyday self-check lists, PDF/EPUB/Anki downloads, and a scam-avoidance mini-game with 12 rounds

• anti-fraud
• anti-scam
• chinese
• scam-awareness

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

• ledger

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

Mobile Deep Learning Projects, published by Packt

Chapter 6: Media Player with Ionic 2