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resources, courses, lists

16 repositories

Lab notebooks for CS474, Fall 2019

Jupyter Notebook 13 25 Updated Jan 22, 2025

Reinforcement learning resources curated

8,968 1,828 Updated May 25, 2023

Algorithms for Decision Making textbook

528 53 Updated Nov 18, 2024

Intuitive math descriptions and animations (like 3b1b)

JavaScript 96 9 Updated Dec 7, 2022

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

Python 38,764 7,345 Updated Nov 27, 2022

Notes on the Deep Learning book from Ian Goodfellow, Yoshua Bengio and Aaron Courville (2016)

Jupyter Notebook 1,783 566 Updated May 8, 2020

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

Java 13,137 2,752 Updated Oct 9, 2023

The 3rd edition of course.fast.ai

Jupyter Notebook 4,912 3,533 Updated May 21, 2024

A repository of data on coronavirus cases and deaths in the U.S.

6,989 3,452 Updated Apr 2, 2024

Code samples for my book "Neural Networks and Deep Learning"

Python 16,405 6,702 Updated Jun 2, 2024

This is a sample app that is part of a series of blog posts I have written about how to architect an android application using Uncle Bob's clean architecture approach.

Java 15,535 3,316 Updated Apr 28, 2023

Companion repository to the "Build reactive mobile apps in Flutter" talk

Dart 908 134 Updated Jun 5, 2019

The fastai book, published as Jupyter Notebooks

Jupyter Notebook 22,585 8,693 Updated Aug 16, 2024

This repository is the collection of research papers in Deep learning, computer vision and NLP.

Python 280 106 Updated Jan 5, 2020

An evolving how-to guide for securing a Linux server.

17,841 1,143 Updated Oct 19, 2024

Explanation to key concepts in ML

7,458 591 Updated Feb 18, 2025