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

Python 4,497 1,047 Updated Dec 15, 2025

Code for Hands-on Unsupervised Learning Using Python (O'Reilly Media)

Jupyter Notebook 693 352 Updated Jan 20, 2024

Python code for "Probabilistic Machine learning" book by Kevin Murphy

Jupyter Notebook 6,965 1,599 Updated Nov 30, 2025

fast implementation of singular spectrum transformation (change point detection algorithm)

Jupyter Notebook 51 15 Updated May 20, 2018

Text and supporting code for Think Stats, 2nd Edition

Jupyter Notebook 4,163 11,388 Updated Jan 23, 2025