21 Lessons, Get Started Building with Generative AI

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Learn how to develop, deploy and iterate on production-grade ML applications.

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

Neural Networks: Zero to Hero

Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama mode…

Companion webpage to the book "Mathematics For Machine Learning"

🎓 Academic portfolio that boosts citations. AI generates pages, you own as Markdown. BibTeX auto-import, Jupyter, LaTeX, slides, visual block editor — free to host forever. 学术主页，AI 生成，Markdown 拥有 👇

Open-source AI cookbook

Handout for the tutorial "Creating publication-quality figures with matplotlib"

Beyond Accuracy: Behavioral Testing of NLP models with CheckList

Python library for interactive topic model visualization. Port of the R LDAvis package.

The website for the CMU Language Technologies Institute low resource NLP bootcamp 2020

This repository hosts the Reference Guide for Quantum Computing, a Microsoft Garage project

"Understanding Dataset Difficulty with V-Usable Information" (ICML 2022, outstanding paper)