Nathan Rooy
Nathan Rooy
particle-swarm-optimization
Learn about particle swarm optimization (PSO) through Python!
evolving-simple-organisms
Evolving simple organisms using a genetic algorithm and deep learning from scratch with python
word2vec-from-scratch-with-python
A very simple, bare-bones, inefficient, implementation of skip-gram word2vec from scratch with Python
rpi-urban-mobility-tracker
The easiest way to count pedestrians, cyclists, and vehicles on edge computing devices or live video feeds.
BlenderFOAM
Fluid based shape optimization with Blender and OpenFOAM
Clean-and-Simple-Jekyll-Theme
A simple, clean, and easy to modify Jekyll theme.
differential-evolution-optimization
A simple, bare bones, implementation of differential evolution optimization.
landscapes
A dependency free library of standardized optimization test functions written in pure Python.
simulated-annealing
A simple, bare bones, implementation of simulated annealing optimization algorithm.
spatial-analysis
A collection of algorithms I use for the analysis of geospatial data. Written in C, wrapped in Python.