Pinned Repositories
aistart2021
aistart2022
AI Jump-start 2022
d2l-en
Dive into Deep Learning: an interactive deep learning book with code, math, and discussions, based on the NumPy interface.
d2l-pytorch
This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
handson-ml2
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.
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.
machine-learning-book
Code Repository for Machine Learning with PyTorch and Scikit-Learn
PyMLSlides
Slides for my machine learning course based on Sebastian Raschka's Python Machine Learning book
python-machine-learning-book-3rd-edition
The "Python Machine Learning (3rd edition)" book code repository
peterleong's Repositories
peterleong/aistart2021
peterleong/aistart2022
AI Jump-start 2022
peterleong/d2l-en
Dive into Deep Learning: an interactive deep learning book with code, math, and discussions, based on the NumPy interface.
peterleong/Grokking-Deep-Learning
this repository accompanies the book "Grokking Deep Learning"
peterleong/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.
peterleong/imaginaire
NVIDIA PyTorch GAN library with distributed and mixed precision support
peterleong/PL-100-Microsoft-Power-Platform-App-Maker
peterleong/pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
peterleong/stat453-deep-learning-ss21
STAT 453: Intro to Deep Learning @ UW-Madison (Spring 2021)
peterleong/machine-learning-book
Code Repository for Machine Learning with PyTorch and Scikit-Learn
peterleong/adventures-in-ml-code
This repository holds all the code for the site http://www.adventuresinmachinelearning.com
peterleong/awesome-deep-rl
A curated list of awesome Deep Reinforcement Learning resources.
peterleong/COMS4995-s20
COMS W4995 Applied Machine Learning - Spring 20
peterleong/Distributed-Deep-Learning
Code Repository for Distributed Deep Learning, published by Packt
peterleong/dl4cv
Series of notebooks accompanying the book "Practical Deep Learning for Computer Vision with Python" to get you from walking to running in CV with Keras/TensorFlow, KerasCV and PyTorch
peterleong/gads
GenAI Assisted Data Science (GADS)
peterleong/genai2023
Generative AI and ChatGPT for Business Course
peterleong/genai2024
peterleong/introduction_to_ml_with_python
Notebooks and code for the book "Introduction to Machine Learning with Python"
peterleong/mit-deep-learning
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
peterleong/ml-design-patterns
Source code accompanying O'Reilly book: Machine Learning Design Patterns
peterleong/mlxtend
A library of extension and helper modules for Python's data analysis and machine learning libraries.
peterleong/MMSLAB-DL
peterleong/msgrab2020
Microsoft Grab Data Challenge 2020
peterleong/neural_collaborative_filtering
Neural Collaborative Filtering
peterleong/stylegan-web
A web porting for NVlabs' StyleGAN.
peterleong/stylegan2
StyleGAN2 - Official TensorFlow Implementation
peterleong/t81_558_deep_learning
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
peterleong/tf2_course
Notebooks for my "Deep Learning with TensorFlow 2 and Keras" course
peterleong/veritastool
Veritas Diagnosis Toolkit for Fairness Assessment