Matthew's starred repositories
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
tensorflow
An Open Source Machine Learning Framework for Everyone
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
handson-ml
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
tensor2tensor
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
MLAlgorithms
Minimal and clean examples of machine learning algorithms implementations
state-of-the-art-result-for-machine-learning-problems
This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.
Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.
LeetCode-Sol-Res
Clean, Understandable Solutions and Resources for LeetCode Online Judge Algorithm Problems.
Whole-Foods-Delivery-Slot
Automated script for Whole Foods and Amazon Fresh delivery slot
scikit-tensor
Python library for multilinear algebra and tensor factorizations