Repository Index

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

• gpt
• large-language-models
• llm
• python

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

• deep-learning
• machine-learning
• book
• notebook

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

• machine-learning
• trading
• investment
• finance

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

• reinforcement-learning
• book
• courses
• tutorials

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

• reinforcement-learning
• artificial-intelligence

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

PRML algorithms implemented in Python

• jupyter
• prml
• notebook
• python

Book of Elementary Functional Algorithms and Data structures

• algorithms
• haskell
• functional-programming

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

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

These are the sample Bounded Contexts from the book "Implementing Domain-Driven Design" by Vaughn Vernon: http://vaughnvernon.co/?page_id=168

Implementation of Peter Shirley's Ray Tracing In One Weekend book using Vulkan and NVIDIA's RTX extension.

• vulkan
• ray-tracer
• rtx

These are the sample Bounded Contexts for C#.NET from the book "Implementing Domain-Driven Design" by Vaughn Vernon: http://vaughnvernon.co/?page_id=168

Common Lisp implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

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