Repository Index

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

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

Translated《动手学深度学习》 (Dive into Deep Learning): for Chinese readers, runnable, and open to discussion. The Chinese and English editions are used for teaching at more than 500 universities in more than 70 countries.

• deep-learning
• book
• notebook
• natural-language-processing

TranslatedEveryone Can Use English

TranslatedChinese translation of "The Way to Go", officially titled in Chinese 《Go 入门指南》 (Go Rùmén Zhǐnán, "Go Beginner's Guide")

• go
• tutorial
• book
• translation

Python sample codes and textbook for robotics algorithms.

• python
• robotics
• algorithm
• path-planning

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

TranslatedLearn and understand Docker&Container technologies, with real DevOps practice!

• docker
• book
• cloud-computing
• container

TranslatedThe pytorch handbook is an open-source book that aims to help friends who want to use PyTorch for deep learning development and research get started quickly. All of the PyTorch tutorials it contains have been tested to ensure they run successfully.

• pytorch
• pytorch-tutorials
• pytorch-handbook
• deep-learning

Mastering Ethereum: 2nd Edition, by Andreas M. Antonopoulos, Gavin Wood, Carlo Parisi, Alessandro Mazza, Niccolò Pozzolini

• ethereum
• blockchain
• oreilly
• book

A book for Learning the Foundations of LLMs

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

Code for the book Grokking Algorithms (https://www.amazon.com/dp/1633438538)

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

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

An open access book on scientific visualization using python and matplotlib

• python
• matplotlib
• dataviz
• scientific-publications

Thoughts on Go performance optimization

• optimization
• performance
• performance-optimization
• performance-analysis

Ansible for DevOps examples.

• ansible
• devops
• vagrant
• examples

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

• shaders
• shader
• glsl
• glsl-shaders

Learning eBPF, published by O'Reilly - out now! Here's where you'll find a VM config for the examples, and more

• ebpf
• ebpf-co-re
• linux-kernel

Code to accompany Advanced Analytics with Spark from O'Reilly Media

A comparison between Go and Javascript

Tutorials, datasets, and other material associated with textbook "A First Course in Network Science" by Menczer, Fortunato & Davis

• social-network
• indiana-university
• network-science
• textbook

Statistical Analysis of Network Data with R, 2nd Edition

Evidence archive for Jesus of Nazareth: research dossier (PDF), New Testament, gnostic and extracanonical gospels, church fathers, ancient witnesses, Roman legal documents, archaeology, and all 238 cited references — searchable reader at https://sybil-solutions.github.io/all-historical-evidence-of-jesus-christ/