Daniel Bourke's repositories
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.
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.
simple-local-rag
Build a RAG (Retrieval Augmented Generation) pipeline from scratch and have it all run locally.
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.
airbnb-amenity-detection
Repo for 42 days project to replicate/improve Airbnb's amenity (object) detection pipeline.
mac-ml-speed-test
A few quick scripts focused on testing TensorFlow/PyTorch/Llama 2 on macOS.
food-not-food
Machine Learning powered app to decide whether a photo is food or not.
rag-resources
A collection of curated RAG (Retrieval Augmented Generation) resources.
learn-transformers
Work in progress. Simple repository to learn Transformers (and transformers).
machine-learning-notes
Collection of useful machine learning codes and snippets (originally intended for my personal use)
charlie-walks
Website code for Charlie Walks: A Novel by Daniel Bourke
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
blog-starter-test-1
🚀⚡️ Blazing fast blog built with Gatsby and Cosmic JS 🔥
schedule_free
Schedule-Free Optimization in PyTorch
quarto_test
Testing quarto publishing system for websites.