Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Projects in Awesome Lists by mrdbourke
A curated list of projects in awesome lists by mrdbourke .
https://github.com/mrdbourke/pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
deep-learning machine-learning pytorch
Last synced: 29 Oct 2024
https://github.com/mrdbourke/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.
data data-science deep-learning machine-learning
Last synced: 14 Oct 2024
https://github.com/mrdbourke/tensorflow-deep-learning
All course materials for the Zero to Mastery Deep Learning with TensorFlow course.
curriculum deep-learning deep-neural-networks tensorflow tensorflow-course tensorflow-tutorials tensorflow2
Last synced: 13 Oct 2024
https://github.com/mrdbourke/zero-to-mastery-ml
All course materials for the Zero to Mastery Machine Learning and Data Science course.
data-science deep-learning machine-learning
Last synced: 15 Oct 2024
https://github.com/mrdbourke/cs329s-ml-deployment-tutorial
Code and files to go along with CS329s machine learning model deployment tutorial.
cloud-services deployment-tutorial food-vision google-cloud machine-learning machine-learning-deployment machine-learning-tutorial tensorflow
Last synced: 30 Oct 2024
https://github.com/mrdbourke/m1-machine-learning-test
Code for testing various M1 Chip benchmarks with TensorFlow.
machine-learning metal tensorflow tensorflow-macos
Last synced: 30 Oct 2024
https://github.com/mrdbourke/simple-local-rag
Build a RAG (Retrieval Augmented Generation) pipeline from scratch and have it all run locally.
Last synced: 30 Oct 2024
https://github.com/mrdbourke/pytorch-apple-silicon
Setup PyTorch on Mac/Apple Silicon plus a few benchmarks.
Last synced: 30 Oct 2024
https://github.com/mrdbourke/your-first-kaggle-submission
How to perform an exploratory data analysis on the Kaggle Titanic dataset and make a submission to the leaderboard.
Last synced: 30 Oct 2024
https://github.com/mrdbourke/nutrify
Take a photo of food and learn about it.
Last synced: 31 Oct 2024
https://github.com/mrdbourke/airbnb-amenity-detection
Repo for 42 days project to replicate/improve Airbnb's amenity (object) detection pipeline.
airbnb-amenity-detection computer-vision deep-learning detectron2 machine-learning machine-learning-project object-detection
Last synced: 30 Oct 2024
https://github.com/mrdbourke/mac-ml-speed-test
A few quick scripts focused on testing TensorFlow/PyTorch/Llama 2 on macOS.
apple-silicon benchmark deep-learning llama2 llamacpp llm m1 m1-mac m2-mac m3-mac machine-learning macos metal metal-performance-shaders ml mps pytorch speedtest tensorflow2
Last synced: 10 Oct 2024
https://github.com/mrdbourke/rag-resources
A collection of curated RAG (Retrieval Augmented Generation) resources.
Last synced: 24 Oct 2024
https://github.com/mrdbourke/food-not-food
Machine Learning powered app to decide whether a photo is food or not.
Last synced: 22 Oct 2024
https://github.com/mrdbourke/python-list-comprehensions-tutorial
This is the code to go along with the Python list comprehensions video by Daniel Bourke on YouTube.
Last synced: 22 Oct 2024
https://github.com/mrdbourke/learn-transformers
Work in progress. Simple repository to learn Transformers (and transformers).
Last synced: 23 Oct 2024
https://github.com/mrdbourke/learn-huggingface
Repo designed to help learn the Hugging Face ecosystem (transformers, datasets, accelerate + more).
Last synced: 28 Oct 2024
https://github.com/mrdbourke/learn-ml
Website for teaching/writing/making tutorials for machine learning.
Last synced: 23 Oct 2024
https://github.com/mrdbourke/charlie-walks
Website code for Charlie Walks: A Novel by Daniel Bourke
book fiction fiction-book novel writing
Last synced: 23 Oct 2024
https://github.com/mrdbourke/coursera_bioinformatics_and_genetic_algorithm_experiment
Code relating to the Coursera Bioinformatics Specialization as well as my own genetic algorithm experiment.
Last synced: 23 Oct 2024
https://github.com/mrdbourke/udacity_dlnd_projects
All of my projects from the Udacity Deep Learning Foundations Nanodegree.
Last synced: 23 Oct 2024
https://github.com/mrdbourke/aind-machine-translation
The code and other files related to the Udacity Artificial Intelligence Nanodegree Machine Translation project.
Last synced: 23 Oct 2024
https://github.com/mrdbourke/twitch-ml-deploy
Deploying a ML model in the browser using TensorFlow JS
Last synced: 23 Oct 2024
https://github.com/mrdbourke/sentiment-analysis-with-keras
Materials and code relating to Learning Intelligence 25.
Last synced: 23 Oct 2024
https://github.com/mrdbourke/learnpythonthehardway
All of the exercises from the Learn Python the Hard Way book from Zed Shaw.
Last synced: 24 Oct 2024
https://github.com/mrdbourke/aind-vui-capstone
Code and other files related to the Udacity Artificial Intelligence Nanodegree Deep Neural Network Speech Recognizer.
Last synced: 24 Oct 2024
https://github.com/mrdbourke/udacity-aind
All of my files and projects associated with Term 1 of the Udacity Artificial Intelligence Nanodegree.
Last synced: 28 Oct 2024
https://github.com/mrdbourke/udacitydlfoundationsp2
Second project of the Udacity Deep Learning Foundations Nanodegree
Last synced: 28 Oct 2024
https://github.com/mrdbourke/pytorch-resnet-twitch
PyTorch implementation(s) of various ResNet models from Twitch streams.
Last synced: 28 Oct 2024
https://github.com/mrdbourke/nutrify-ai-grant-application
Nutrify application to aigrant.org
Last synced: 28 Oct 2024
https://github.com/mrdbourke/aind-nlp
Materials relating to the Udacity AIND NLP classes.
Last synced: 28 Oct 2024
https://github.com/mrdbourke/treehouse
Projects from my Treehouse Coursework
Last synced: 28 Oct 2024
https://github.com/mrdbourke/html-search-bar
Simple HTML search bar to search through a JavaScript array of JSON.
Last synced: 28 Oct 2024
https://github.com/mrdbourke/food-data-central-database-creation-with-supabase
Last synced: 28 Oct 2024
https://github.com/mrdbourke/blog-starter-test-1
🚀⚡️ Blazing fast blog built with Gatsby and Cosmic JS 🔥
Last synced: 28 Oct 2024
https://github.com/mrdbourke/quarto_test
Testing quarto publishing system for websites.
Last synced: 28 Oct 2024