Repository Index

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

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

TranslatedDeep Learning 500 Questions: in question-and-answer form, it covers hot topics in commonly used probability, linear algebra, machine learning, deep learning, computer vision and more, to help myself and readers who need it. The book is divided into 18 chapters and has more than 500,000 characters. Due to limited ability, readers are kindly asked to criticize and correct any improper parts of the book. To be continued............ If you are interested in cooperating, contact [email protected]. All rights reserved, infringement will be prosecuted. Tan 2018.06

Deep Learning Book Chinese Translation

Python sample codes and textbook for robotics algorithms.

• python
• robotics
• algorithm
• path-planning

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

• swift

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

Code samples for my book "Neural Networks and Deep Learning"

Rust By Practice will evolve into Origin.

• rust
• practice
• example
• exercise

Python Implementation of Reinforcement Learning: An Introduction

• reinforcement-learning
• artificial-intelligence

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

TranslatedOpen source Deep Learning book, based on TensorFlow 2.0 framework.

• tensorflow
• tensorflow2
• deeplearning
• machinelearning

PRML algorithms implemented in Python

• jupyter
• prml
• notebook
• python

An updated version of the classic "Basic Computer Games" book, with well-written examples in a variety of common MEMORY SAFE, SCRIPTING programming languages. See https://coding-horror.github.io/basic-computer-games/

• basic-computer-games
• classic-game
• basic

Ansible for DevOps examples.

• ansible
• devops
• vagrant
• examples

Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋

• tensorflow2
• tensorflow
• tensorflow-examples
• tensorflow-tutorial

TranslatedThe Golang standard library. For programmers, the standard library is as important as the language itself. It is like a treasure chest that provides perfect solutions for all kinds of common tasks. This explains the Golang standard library in an example-driven way.

• golang
• standard-golang-library
• linux
• go

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

Learn Rust with examples (Live code editor included)

Example programs from "The Go Programming Language"

TranslatedMachine Learning Yearning Chinese version - 《机器学习训练秘籍》 (Machine Learning Training Secrets) - by Andrew Ng

• machine-learning
• deep-learning
• book

TranslatedPython for "Deep Learning": mathematical derivations, principle analysis, and source-code-level implementations for the book "深度学习" (Deep Learning, known as the "Flower Book")

• python
• deep-learning
• machine-learning
• xgboost

🥞Data Structures and Algorithms explained and implemented in JavaScript + eBook

• algorithms
• javascript
• computer-science
• javascript-algorithms

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

• shaders
• shader
• glsl
• glsl-shaders

Implement a reasoning LLM in PyTorch from scratch, step by step

• ai
• artificial-intelligence
• deep-learning
• large-language-models