Peter Leong's repositories
reinforcejs
Reinforcement Learning Agents in Javascript (Dynamic Programming, Temporal Difference, Deep Q-Learning, Stochastic/Deterministic Policy Gradients)
applied-deep-learning
Source Code for 'Applied Deep Learning' by Umberto Michelucci
cognitive-computing-recipes
Source Code for 'Cognitive Computing Recipes' by Adnan Masood and Adnan Hashmi
cs228-notes
Course notes for CS228: Probabilistic Graphical Models.
cs231n.github.io
Public facing notes page
deepchem-book
Code exploration from Deep Learning for the Life Sciences: Applying Deep Learning to Genomics, Microscopy, Drug Discovery, and More
deeptraffic
DeepTraffic is a deep reinforcement learning competition, part of the MIT Deep Learning series.
dev290x-v2
Computer Vision and Image Analysis v2
Essential-Math
Lab files for Essential Math course
fulfillment-weather-python
Sample showing complex agent and fulfillment design
keras
Deep Learning for humans
keras-applications
Reference implementations of popular deep learning models.
keras-preprocessing
Utilities for working with image data, text data, and sequence data.
Keras-SRGAN
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network implemented in Keras
machine-learning-applications-using-python
Source Code for 'Machine Learning Applications Using Python' by Puneet Mathur
machine-learning-r-2e
Source Code for 'Machine Learning Using R, Second Edition' by Karthik Ramasubramanian and Abhishek Singh
machine-learning-with-pyspark
Source Code for 'Machine Learning with PySpark' by Pramod Singh
ml
Machine learning tools in JavaScript
modern-algorithms-for-image-proc
Source code for 'Modern Algorithms for Image Processing' by Vladimir Kovalevsky
numerical-python-second-ed
Source code for 'Numerical Python Second Edition' by Robert Johansson
peterleong.github.io
Dr Peter Leong's Github Pages
practical-ml-image-processing
Source Code for 'Practical Machine Learning and Image Processing' by Himanshu Singh
PracticalAI
AIF01 Practical AI for the Working Software Engineer
Principles-of-Machine-Learning-Python
Principles of Machine Learning Python
pytorch-recipes
Source Code for 'PyTorch Recipes' by Pradeepta Mishra
RBM
Restricted Boltzmann Machines as Keras Layer
Research-Methods-for-Data-Science-with-Python
Research Methods for Data Science with Python
statistics-for-data-scientists
Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts"
tensorspace
Neural network 3D visualization framework, build interactive and intuitive model in browsers, support pre-trained deep learning models from TensorFlow, Keras, TensorFlow.js