Pinned Repositories
array_funcs
MicroPython functions written in assembly language for use with arrays to allow fast (vectorized) numeric computations.
dyn-opt
Various Python tools for data pre-processing and dynamic system model identification.
experiments
Tools to setup and manage machine learning tests and experiments on a remote machine
game-learner
Demonstration of TD(0) reinforcement learning algorithm on Tic Tac Toe game (Noughts and Crosses)
gym-CartPole-bt-v0
A modified version of the cart-pole OpenAI Gym environment for testing different control policies
lang-comp
Comparison of high-level programming languages for numerical computing.
pandas-examples
Pandas examples and demonstrations
SL4WT
Refrigeration RTO simulation based on work by Mehmet Mercangöz, Imperial College.
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
thesis-sims
MATLAB scripts to test multiple-model Kalman filters for masters research thesis report.
billtubbs's Repositories
billtubbs/experiments
Tools to setup and manage machine learning tests and experiments on a remote machine
billtubbs/game-learner
Demonstration of TD(0) reinforcement learning algorithm on Tic Tac Toe game (Noughts and Crosses)
billtubbs/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
billtubbs/doe-examples
Demonstrations of Python packages for doing Design-of-Experiments (DoE)
billtubbs/mail
Minimal PyQt5 application to archive selected emails from an email application on local drive.
billtubbs/matplotlib-examples
A few examples of matplotlib plotting techniques
billtubbs/blog-code-snippets
Code snippets used in tutorials on my blog.
billtubbs/CPSC448
billtubbs/dask-examples
Some basic examples of using the Dask package for processing large data files.
billtubbs/eece571u
Code and materials for course on Advanced Control Topics
billtubbs/jupyter-nb-examples
Examples using Jupyter notebooks for educational purposes.
billtubbs/lit-analysis
Python scripts to analyze research paper bibliography from Zotero
billtubbs/optht
Optimal Hard Threshold for Matrix Denoising
billtubbs/papirus-zero
Python script to display current weather conditions and next bus time on Papirus ePaper LCD display.
billtubbs/pysindy
A package for the sparse identification of nonlinear dynamical systems from data
billtubbs/python-examples
Miscellaneous python examples scripts
billtubbs/pythonflow-demo
Trying out different tools for building a computation graph and managing dependencies
billtubbs/pytorch-examples
Examples and exercises I wrote while learning PyTorch
billtubbs/PyTorch-HelloWorld
Copy of Chris Finlay's PyTorch MNIST demonstration
billtubbs/reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
billtubbs/sagsim
Dynamic simulation model of Semi-Autogenous Grinding mill circuit.
billtubbs/scipy-cookbook
Scipy Cookbook
billtubbs/scipy-examples
Demonstration of some useful SciPy tools and techniques.
billtubbs/speedtests
A series of tests using Python and numpy to test CPU speeds on different computers.
billtubbs/TCLab
Software support for the Temperature Control Laboratory.
billtubbs/tensorflow-examples
Examples and exercises I wrote while learning Tensorflow
billtubbs/time-series-analysis
Examples of common tools and techniques used for time series analysis in Python.
billtubbs/tvregdiff
Python version of Rick Chartrand's algorithm for numerical differentiation of noisy data
billtubbs/versions
Simple Python package script to list the current installed versions of your favourite packages
billtubbs/viff-scrape
Python script to collect information on the current films listed at www.viff.org (VIFF)