mrdbourke

Daniel Bourke Joined Jan 2016 12,561 followers View on GitHub

Stars: 45,207; across 48 public repos
Rank: #381; of 325,700 users, top 0.1%; Up 2 places this week

Repositories with 50+ stars

mrdbourke's repositories with their overall rank
Rank	Repository	Language	Stars
2,452	pytorch-deep-learning Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.	Jupyter Notebook	19,397
7,619	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.		7,904
8,054	zero-to-mastery-ml All course materials for the Zero to Mastery Machine Learning and Data Science course.	Jupyter Notebook	7,564
10,651	tensorflow-deep-learning All course materials for the Zero to Mastery Deep Learning with TensorFlow course.	Jupyter Notebook	5,952
65,154	simple-local-rag Build a RAG (Retrieval Augmented Generation) pipeline from scratch and have it all run locally.	Jupyter Notebook	1,025
102,633	cs329s-ml-deployment-tutorial Code and files to go along with CS329s machine learning model deployment tutorial.	Jupyter Notebook	626
119,702	m1-machine-learning-test Code for testing various M1 Chip benchmarks with TensorFlow.	Jupyter Notebook	529
140,496	pytorch-apple-silicon Setup PyTorch on Mac/Apple Silicon plus a few benchmarks.	Jupyter Notebook	441
212,946	learn-huggingface Repo designed to help learn the Hugging Face ecosystem (transformers, datasets, accelerate + more).	Jupyter Notebook	274
250,253	your-first-kaggle-submission How to perform an exploratory data analysis on the Kaggle Titanic dataset and make a submission to the leaderboard.	Jupyter Notebook	226
274,419	mac-ml-speed-test A few quick scripts focused on testing TensorFlow/PyTorch/Llama 2 on macOS.	Jupyter Notebook	202
280,297	nutrify Take a photo of food and learn about it.	Jupyter Notebook	197
306,233	airbnb-amenity-detection Repo for 42 days project to replicate/improve Airbnb's amenity (object) detection pipeline.	Jupyter Notebook	177
426,436	sunny Sunny is an app designed to help people keep track of their skin lesions. The goal is to encourage people to check their skin regularly for potential skin cancers.	Jupyter Notebook	118
490,039	rag-resources A collection of curated RAG (Retrieval Augmented Generation) resources.		99
590,533	mrdbourke		78
744,443	food-not-food Machine Learning powered app to decide whether a photo is food or not.	Jupyter Notebook	58
788,458	learn-transformers Work in progress. Simple repository to learn Transformers (and transformers).	Jupyter Notebook	54

Among 325,700 users

40k–63k stars: 238 users, including mrdbourke

top 50%top 10%top 1%top 0.1%

Stars along the bottom, and users in each band on a log scale

Where the stars are

pytorch-deep-learning 19.4k, 43%machine-learning-roadmap 7.9k, 17%zero-to-mastery-ml 7.6k, 17%tensorflow-deep-learning 6k, 13%simple-local-rag 1k, 2%cs329s-ml-deployment-tutorial 626, 1%

6 more repos 584, 1%

m1-machine-learning-test 529, 1%pytorch-apple-silicon 441, 1%

Smaller repos 286, 1%

learn-huggingface 274, 1%your-first-kaggle-submission 226, <1%mac-ml-speed-test 202, <1%nutrify 197, <1%

Languages

Jupyter Notebook 36.8k stars, 81% · 15 repos

When they were made

18 repos with 50+ stars, made between 2018 and 2026

101001k10k100k zero-to-mastery-mlmachine-learning-roadmappytorch-deep-learning

Quick stats

Next rank: +22 stars to reach #380
Next milestone: +4,538 stars to reach the top 0.1%
Public repos: 48, 18 with 50+ stars
Popular repos: 5 over 1k stars, 1 over 10k stars
Top repo: pytorch-deep-learning, #2,452 of all repos, 43% of stars
Smaller repos: 286 stars from repos under 50