Catalina Villouta's Projects
Reproducible configuration file management. See .README.md file (note the leading dot) for details!
An extensible framework for high-performance geostatistics in Julia
Projects and exercises for the Udacity Intro to Machine Learning with TensorFlow course
Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks
Machine Learning Q and AI book
Public website for the "Collaborative and Reproducible Data Science" course at UC Berkeley (Stat 159/259, Spring 2022 term).
Final Project - STAT 259
GitHub project (Project 3) repository for PDSND