TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

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

Google Research

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

Python programs, usually short, of considerable difficulty, to perfect particular skills.

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

The fastai book, published as Jupyter Notebooks

Instruct-tune LLaMA on consumer hardware

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

Data and code behind the articles and graphics at FiveThirtyEight

Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supportin…

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

Public facing notes page

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

Image restoration with neural networks but without learning.

Notebooks and code for the book "Introduction to Machine Learning with Python"

A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)

OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image genera…

Swift for TensorFlow

Simple tutorials using Google's TensorFlow Framework

A course in reinforcement learning in the wild

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

Reference models and tools for Cloud TPUs.

The 3rd edition of course.fast.ai

Book about interpretable machine learning

Plain python implementations of basic machine learning algorithms

Content for Udacity's Machine Learning curriculum

A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.

Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL

An educational AI robot based on NVIDIA Jetson Nano.