Peter Leong's repositories
aistart2022
AI Jump-start 2022
Grokking-Deep-Learning
this repository accompanies the book "Grokking Deep Learning"
handson-ml3
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
imaginaire
NVIDIA PyTorch GAN library with distributed and mixed precision support
pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
stat453-deep-learning-ss21
STAT 453: Intro to Deep Learning @ UW-Madison (Spring 2021)
machine-learning-book
Code Repository for Machine Learning with PyTorch and Scikit-Learn
adventures-in-ml-code
This repository holds all the code for the site http://www.adventuresinmachinelearning.com
awesome-deep-rl
A curated list of awesome Deep Reinforcement Learning resources.
COMS4995-s20
COMS W4995 Applied Machine Learning - Spring 20
Distributed-Deep-Learning
Code Repository for Distributed Deep Learning, published by Packt
gads
GenAI Assisted Data Science (GADS)
introduction_to_ml_with_python
Notebooks and code for the book "Introduction to Machine Learning with Python"
mit-deep-learning
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
ml-design-patterns
Source code accompanying O'Reilly book: Machine Learning Design Patterns
msgrab2020
Microsoft Grab Data Challenge 2020
neural_collaborative_filtering
Neural Collaborative Filtering
stylegan-web
A web porting for NVlabs' StyleGAN.
t81_558_deep_learning
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
tf2_course
Notebooks for my "Deep Learning with TensorFlow 2 and Keras" course
veritastool
Veritas Diagnosis Toolkit for Fairness Assessment