Repository Index

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://amzn.to/3JUgR2L

• natural-language-processing
• nlp
• pytorch-nlp
• pytorch

The Python code to reproduce the illustrations from The Hundred-Page Machine Learning Book.

• python
• machine-learning
• machine-learning-algorithms
• book

A concise, beginner-friendly introduction to the core ideas of linear algebra.

Approaching (Almost) Any Machine Learning Problem中译版，在线文档地址：https://ytzfhqs.github.io/AAAMLP-CN/

Hands-On Machine Learning for Algorithmic Trading, published by Packt

Learn autonomous driving by building it: Python simulations and an open textbook where the system grows one stage at a time. Swap and compare localization, planning and control algorithms in the same system.

• algorithm
• autonomous-driving
• autonomous-navigation
• autonomous-vehicles

《深入浅出图神经网络：GNN原理解析》配套代码

• gnn
• gcn
• graph-neural-network

开源机器人学学习指南

• robotics
• learning-notes
• chinese

Python for Finance (O'Reilly)

ebook Machine Learning cơ bản

Repository for the book

Code for Tiny Python Projects (Manning, 2020, ISBN 1617297518). Learning Python through test-driven development of games and puzzles.

Introduction to Semiconductor Manufacturing

• manufacturing
• semiconductor

Harness Engineering 101 — building AI agents from first principles. The LLM is the brain; the harness is the body.

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

Sources codes for: Mastering Python for Finance, Second Edition

• machine-learning
• python
• ai

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

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

An interactive book about the Riemann problem for hyperbolic PDEs, using Jupyter notebooks.

• riemann-solver
• python
• jupyter-notebook
• book

Code for "Social Networks for Startups"

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/

Source code of the Theoretical Physics Reference online book

• theoretical-physics
• reference
• book
• physics

The Security Analyst’s Guide to Suricata

open source E-book on statistical physics

• statistical-physics
• statistical-mechanics