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

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

Python Data Science Handbook: full text in Jupyter Notebooks

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

This is a repo with links to everything you'd ever want to learn about data engineering

Google Research

Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. The next cohort starts in January 2026. Join the course here 👇🏼

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

The fastai deep learning library

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

The fastai book, published as Jupyter Notebooks

A guidance language for controlling large language models.

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

Instruct-tune LLaMA on consumer hardware

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filte…

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

Anthropic's educational courses

Code for Machine Learning for Algorithmic Trading, 2nd edition.

Kolmogorov Arnold Networks

One has no future if one couldn't teach themself.

llama3 implementation one matrix multiplication at a time

This repository contains implementations and illustrative code to accompany DeepMind publications

Your new Mentor for Data Science E-Learning.

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

Free MLOps course from DataTalks.Club

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

FinRL®: Financial Reinforcement Learning. 🔥

The "Python Machine Learning (1st edition)" book code repository and info resource

Learn ML engineering for free in 4 months! Register here 👇🏼

Practice your pandas skills!