Amii Institute at the University of Alberta

AlphaEx

A Python Toolkit for Managing a Large Number of Experiments

rltoolkit

Useful code for running Reinforcement Learning experiments.

driving_gridworld

Pycolab-based driving gridworld for experimenting with algorithms for learning safe vehicle driving.

RobotLearning

Repository for Turtlebot learning project.

tea-time-talks

The source code for the tea time talks web page.

tf-kofn_robust_policy_optimization

A TensorFlow-based python library to train k-of-n robust policies in uncertain decision problems.

mon_mdp_aamas24

tf-contextual_prediction_with_expert_advice

Python TensorFlow library for contextual prediction with expert advice.

time_series_analysis

Some standardized tools for managing time series experiments

amii-tf-nn

TensorFlow library to facilitate neural network experiments with an emphasis on enabling easy TensorBoard visualization and analysis.

benchmarks

Collection of benchmarks written by researchers at Amii

cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

math_for_ai

The landing page for Amii's Math for AI seminar series. https://amiithinks.github.io/math_for_ai/

2DOF_Auto-Levelling

Code for automatically levelling wrist with 2 degrees of freedom (rotation and flexion/extension)

cookiecutter-latex-article

Cookiecutter template for LaTeX article.

Demobot-Joseph

This was the code for the demobot that roamed around in the wooden pen.

forget-me-not

Playing with partition tree learning

llc-intro-to-ai-master

Introduction to Artificial Intelligence and Machine Learning

practical-pytorch

Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained

samplemod

Sample module for Python-Guide.org.

tf-supervised_inference

Python TensorFlow library for inferring a generative model of targets given features from data.