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Bill Tubbs's Projects

air-disp-gpm icon air-disp-gpm

Demonstration of the Gaussian plume model for air dispersion of pollutants from a point source.

applescripts icon applescripts

Collection of useful or fun applescripts for Apple Mac OS X

aristotle icon aristotle

Python script that solves Aristotle's Number Puzzle

array_funcs icon array_funcs

MicroPython functions written in assembly language for use with arrays to allow fast (vectorized) numeric computations.

bayes-opt-examples icon bayes-opt-examples

Demonstration of bayesian optimization with simple examples using various Python packages

bus-times icon bus-times

Python module to get the time of the next bus departure from the Translink Vancouver's API

ca-pop icon ca-pop

Analysis of immigration, migration and population in Canada and BC.

compstats icon compstats

Code for a workshop on statistical interference using computational methods in Python.

dask-examples icon dask-examples

Some basic examples of using the Dask package for processing large data files.

display1593 icon display1593

Python code for Raspberry Pi controlling irregular LED display (with 1593 LEDs).

doe-examples icon doe-examples

Demonstrations of Python packages for doing Design-of-Experiments (DoE)

dyn-opt icon dyn-opt

Various Python tools for data pre-processing and dynamic system model identification.

eece571u icon eece571u

Code and materials for course on Advanced Control Topics

energy-opt icon energy-opt

Python functions for analyzing energy consumption in industrial process operations

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

experiments icon experiments

Tools to setup and manage machine learning tests and experiments on a remote machine

game-learner icon game-learner

Demonstration of TD(0) reinforcement learning algorithm on Tic Tac Toe game (Noughts and Crosses)

gekko-examples icon gekko-examples

Testing and demonstrating use of GEKKO for dynamic optimization.

gym-cartpole-bt-v0 icon gym-cartpole-bt-v0

A modified version of the cart-pole OpenAI Gym environment for testing different control policies

gym-julia icon gym-julia

Developing a version of my cart pole custom AI Gym environment in Julia to compare speed

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