Repository Index

Python Implementation of Reinforcement Learning: An Introduction

• reinforcement-learning
• artificial-intelligence

TranslatedStatistical learning methods, Statistical Learning Methods (2nd edition) [Li Hang] [notes, code, notebook, references, Errata, lihang]

• book
• lihang
• statistical-learning-methods
• machine-learning

TranslatedCommitted to implementing all the algorithms in Dr. Li Hang's book 《统计学习方法》 (Statistical Learning Methods) once through

The LLM's practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps best practices

• genai
• llm
• llmops
• mlops

Hands-on Deep Reinforcement Learning, published by Packt

Modern Robotics: Mechanics, Planning, and Control Code Library --- The primary purpose of the provided software is to be easy to read and educational, reinforcing the concepts in the book. The code is optimized neither for efficiency nor robustness.

:green_book: The Beauty of Python Programming.

• python
• gitbook