mrdbourke

pytorch-deep-learning

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

machine-learning-roadmap

A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.

tensorflow-deep-learning

All course materials for the Zero to Mastery Deep Learning with TensorFlow course.

zero-to-mastery-ml

All course materials for the Zero to Mastery Machine Learning and Data Science course.

simple-local-rag

Build a RAG (Retrieval Augmented Generation) pipeline from scratch and have it all run locally.

cs329s-ml-deployment-tutorial

Code and files to go along with CS329s machine learning model deployment tutorial.

m1-machine-learning-test

Code for testing various M1 Chip benchmarks with TensorFlow.

pytorch-apple-silicon

Setup PyTorch on Mac/Apple Silicon plus a few benchmarks.

your-first-kaggle-submission

How to perform an exploratory data analysis on the Kaggle Titanic dataset and make a submission to the leaderboard.

mac-ml-speed-test

A few quick scripts focused on testing TensorFlow/PyTorch/Llama 2 on macOS.

nutrify

Take a photo of food and learn about it.

airbnb-amenity-detection

Repo for 42 days project to replicate/improve Airbnb's amenity (object) detection pipeline.

rag-resources

A collection of curated RAG (Retrieval Augmented Generation) resources.

learn-huggingface

Repo designed to help learn the Hugging Face ecosystem (transformers, datasets, accelerate + more).

mrdbourke

learn-transformers

Work in progress. Simple repository to learn Transformers (and transformers).

old_blog

My dev's blog

learn-ml

Website for teaching/writing/making tutorials for machine learning.

charlie-walks

Website code for Charlie Walks: A Novel by Daniel Bourke

gemini-long-context-window-kaggle

Code and resources related to Google Gemini Kaggle Competition.

composer

Train neural networks up to 7x faster

nutrify-ai-grant-application

Nutrify application to aigrant.org

html-search-bar

Simple HTML search bar to search through a JavaScript array of JSON.

modal-test

testing modal.com

vision

Datasets, Transforms and Models specific to Computer Vision

blog-starter-test-1

🚀⚡️ Blazing fast blog built with Gatsby and Cosmic JS 🔥

LAVIS

LAVIS - A One-stop Library for Language-Vision Intelligence

schedule_free

Schedule-Free Optimization in PyTorch

quarto_test

Testing quarto publishing system for websites.

quarto_test_2