Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)

LlamaIndex is the leading framework for building LLM-powered agents over your data.

📋 A list of open LLMs available for commercial use.

Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.

A vector search SQLite extension that runs anywhere!

ECE 459: Programming for Performance

VimTeX: A modern Vim and neovim filetype plugin for LaTeX files.

Quarto mode for Neovim

Video discussing this curriculum:

Video discussing this curriculum:

Network Analysis in Python

DataComp for Language Models

Classical equations and diagrams in machine learning

Latex code for making neural networks diagrams

Freeze (package) Python programs into stand-alone executables

Ready-to-run Docker images containing Jupyter applications

Graph Machine Learning course, Xavier Bresson, 2023

Materials for the AI Dev 2024 conference workshop "Deploy and Monitor ML Pipelines with Python, Open Source, and Free Applications"

LLM101n: Let's build a Storyteller

Master programming by recreating your favorite technologies from scratch.

Automatically collect and visualize usage statistics in Ubuntu/OSX environments.

The Data Engineering Cookbook

llama3 implementation one matrix multiplication at a time

Lecture notes for EC 607

Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.

Kolmogorov Arnold Networks