Abstract: Bayesian inference provides a methodology for parameter estimation and uncertainty quantification in machine learning and deep learning methods. Variational inference and Markov Chain ...

Standard RAG pipelines treat documents as flat strings of text. They use "fixed-size chunking" (cutting a document every 500 ...

This repository contains e-books for a set of technology stacks that I have been working on/interested in. Get as much as you can from this collection. I have put my time and effort in making this ...