Bill Tubbs's repositories
game-learner
Demonstration of TD(0) reinforcement learning algorithm on Tic Tac Toe game (Noughts and Crosses)
jupyter-nb-examples
Examples using Jupyter notebooks for educational purposes.
pysindy
A package for the sparse identification of nonlinear dynamical systems from data
dask-examples
Some basic examples of using the Dask package for processing large data files.
pythonflow-demo
Trying out different tools for building a computation graph and managing dependencies
sagsim
Dynamic simulation model of Semi-Autogenous Grinding mill circuit.
eece571u
Code and materials for course on Advanced Control Topics
python-examples
Miscellaneous python examples scripts
optht
Optimal Hard Threshold for Matrix Denoising
scipy-examples
Demonstration of some useful SciPy tools and techniques.
blog-code-snippets
Code snippets used in tutorials on my blog.
tvregdiff
Python version of Rick Chartrand's algorithm for numerical differentiation of noisy data
text-bitmaps
Python package to produce bitmap images containing text for use with small, low-resolution displays such as Papirus e-paper liquid-crystal displays
pytorch-examples
Examples and exercises I wrote while learning PyTorch
doe-examples
Demonstrations of Python packages for doing Design-of-Experiments (DoE)
lit-analysis
Python scripts to analyze research paper bibliography from Zotero
matplotlib-examples
A few examples of matplotlib plotting techniques
viff-scrape
Python script to collect information on the current films listed at www.viff.org (VIFF)
time-series-analysis
Examples of common tools and techniques used for time series analysis in Python.
speedtests
A series of tests using Python and numpy to test CPU speeds on different computers.
reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
versions
Simple Python package script to list the current installed versions of your favourite packages
TCLab
Software support for the Temperature Control Laboratory.
experiments
Tools to setup and manage machine learning tests and experiments on a remote machine
tensorflow-examples
Examples and exercises I wrote while learning Tensorflow
papirus-zero
Python script to display current weather conditions and next bus time on Papirus ePaper LCD display.
scipy-cookbook
Scipy Cookbook
PyTorch-HelloWorld
Copy of Chris Finlay's PyTorch MNIST demonstration