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/d2l-pytorch
This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.
peterleong/dfgd
DeepFakes Generation and Detection
peterleong/practical-statistics-for-data-scientists
Code repository for O'Reilly book
peterleong/Advanced-Deep-Learning-with-Keras
Advanced Deep Learning with Keras, published by Packt
peterleong/ai-fundamentals
Code samples for AI fundamentals
peterleong/AI_KISS
AI_Keep it Short and Simple - This repo contains links and the codes/data related to the blogs published in my medium Publication.
peterleong/aistart2020
AI Jump Start 2020
peterleong/ann-visualizer
A python library for visualizing Artificial Neural Networks (ANN)
peterleong/cd4ml-workshop
Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshops
peterleong/d2l-keras
d2l-ai tensorflow keras implementation (updating chapter 10 ...)
peterleong/darknet
Convolutional Neural Networks
peterleong/Deep-Learning-with-TensorFlow-2-and-Keras
Deep Learning with TensorFlow 2 and Keras, published by Packt
peterleong/deepchem
Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology
peterleong/DeepFake-Detection
Towards deepfake detection that actually works
peterleong/gdrl
Grokking Deep Reinforcement Learning
peterleong/jupyterhub-winlocalprocessspawner
peterleong/Keras-CoDeepNEAT
CoDeepNEAT inspired implementation using Keras and Tensorflow as backend.
peterleong/ml-powered-applications
Companion repository for the book Building Machine Learning Powered Applications
peterleong/ml4a.github.io
machine learning for artists
peterleong/Msft-Grab-FRS
peterleong/nn_vis
An interactive visualization of neural networks
peterleong/pewpew
:star: :star: :star: Build your own IP Attack Maps with SOUND!
peterleong/pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
peterleong/PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
peterleong/sklearn-one-day
One day workshop for machine learning with scikit-learn
peterleong/SLM-Lab
Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".
peterleong/soc50
peterleong/tfbook
peterleong/water_hackweek_2020_machine_learning
Water Hackweek Machine Learning workshop
peterleong/webogram
Telegram web application, GPL v3