nathanrooy/aerodynamic-shape-optimization

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Created about 8 years ago
Updated almost 5 years ago

nathanrooy/aerodynamic-shape-optimization

nathanrooy

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Python scripts related to aerodynamic analysis and shape optimization

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

rpi-urban-mobility-tracker

The easiest way to count pedestrians, cyclists, and vehicles on edge computing devices or live video feeds.

Jupyter Notebook

word2vec-from-scratch-with-python

A very simple, bare-bones, inefficient, implementation of skip-gram word2vec from scratch with Python

landscapes

A dependency free library of standardized optimization test functions written in pure Python.

differential-evolution-optimization

A simple, bare bones, implementation of differential evolution optimization.

taxicab

Accurate routing for OpenStreetMap/OSMnx

BlenderFOAM

Fluid based shape optimization with Blender and OpenFOAM

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.

Clean-and-Simple-Jekyll-Theme

A simple, clean, and easy to modify Jekyll theme.

ped-net

Object detection optimized specifically for pedestrians, cyclists, and vehicles on edge/mobile hardware. PedNet = Pedestrian network

ahmed-bluff-body-cfd

Ahmed bluff body geometry (CAD + STL) and OpenFOAM (v7) validation cases

p-area

The easiest way to compute the frontal/projected area of an STL geometry file. Useful for aerodynamic/CFD applications.

nathanrooy.github.io

bwo

Black Widow Optimization implemented in pure Python.

turboshtein

Possibly the fastest way of computing the Levenshtein distance between two fairly short ASCII strings in Python…

PFOIL

dash-vtk-cfd

aerodynamic-panel-codes

Numerical panel codes for calculating the aerodynamic properties of 2D airfoils

ternary-map-legend

Interpolate between three colors in the shape of a variable density equilateral triangle (useful for ternary map legends...)

foillib

A minimal, dependency free utility for generating NACA and Bezier airfoils