[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)

A community-maintained Python framework for creating mathematical animations.

an ai based chat service with mistral ai

Chat with multiple PDFs locally

🦖Pytorch implementation of popular Attention Mechanisms, Vision Transformers, MLP-Like models and CNNs.🔥🔥🔥

nanoGPT style version of Llama 3.1

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

Code to support my Master's thesis

We consider the execution of portfolio transactions with the aim of minimizing a combination of risk and transaction costs arising from permanent and temporary market impact. As an example, assume …

This is a python API which allows you to get the transcript/subtitles for a given YouTube video. It also works for automatically generated subtitles and it does not require an API key nor a headles…

Companion webpage to the book "Mathematics For Machine Learning"

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

This is a companion to the ‘Mathematical Foundations’ section of the book, Mathematics for Machine Learning by Marc Deisenroth, Aldo Faisal and Cheng Ong, written in python for Jupyter Notebook.

Python script that visualizes international commodity trade networks quickly and beautifully

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)

A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper and Ada GPUs, to provide better performance with lower memory utilizatio…

🍣 emoji terminal output for golang

Convert your text to emoji

Video+code lecture on building nanoGPT from scratch

Search the most relevant emojis given a natural language query

Awesome-LLM: a curated list of Large Language Model

The interactive graphing library for Python ✨ This project now includes Plotly Express!

Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)

A simple dashboard to view commodities position data based on CFTC reports