Stars
Convert Machine Learning Code Between Frameworks
Motif discovery done by AI algorithms and python.
Startup Programming course at the University of Victoria
A course in reinforcement learning in the wild
Labs for the Foundations of Applied Mathematics curriculum.
Exercises and code snippets to share with my students
Free tech resources for faculty, students, researchers, life-long learners, and academic community builders for use in tech based courses, workshops, and hackathons.
Monte Carlo Tree Search for Markov decision processes using the POMDPs.jl framework
Value iteration solver for MDPs
MDPs and POMDPs in Julia - An interface for defining, solving, and simulating fully and partially observable Markov decision processes on discrete and continuous spaces.
TensorFlow Tutorials with YouTube Videos
pyGPs is a library containing an object-oriented python implementation for Gaussian Process (GP) regression and classification.
Modular multitask reinforcement learning with policy sketches
Python Implementations of Monte Carlo Tree Search
Simple Minecraft-inspired program using Python and Pyglet
Snape is a convenient artificial dataset generator that wraps sklearn's make_classification and make_regression and then adds in 'realism' features such as complex formating, varying scales, catego…
Project Malmo is a platform for Artificial Intelligence experimentation and research built on top of Minecraft. We aim to inspire a new generation of research into challenging new problems presente…
The Mario AI Benchmark source package of Mario AI Championship 2011.
Code accompanying the book "Machine Learning for Hackers"