Genetic Programming was used to build nonlinear models of data gathered from a smartwatch. Results were actually amazing and will be published.

🧠 Growth dynamics of untreated meningiomas

non-linear satisfaction problem generator

Лабораторная работа по радиоэлектронике "Нелинейные преобразования сигналов"

Generating Nonlinear models of data from 6 sensors placed on a human in a very controlled environment.

Rank Similarity is a set of nonlinear classification and transform tools for large datasets.

A Python program that simulates systems connected with one-dimensional elements. Used to simulate problems of fluid distribution networks and one-dimensional structures. Supports linear and nonlinear problems.

WARNING: This is just the results and scripts for analysis (GP system is a variation of jGPv9). A project using genetic programming to perform symbolic regression on fMRI data. There is a need for this because typical approaches use only linear regression. This is bad because the breain is a nonlinear system, and a linear model of a nonlinear sy…

A simple Python-3 implementation of the derivative-free Torczon algorithm for nonlinear constrained optimization

Explore the richness of nonlinear mechanics using simple springs!

Conan recipe for the levmar library: http://users.ics.forth.gr/~lourakis/levmar/

Gaussian fit(s) on 16-bit image(s) with spectral calibration at 1/i ROIs

Python functions to create N-dimensional mechanical linkages consisting of struts and joints similar to the Strandbeest by Theo Jansen. The scripts allow one to treat the mechanical network of linkages between the struts as a non-linear neural net, which can be optimized to perform different functions. I call this a Rigid Neural Net (RigNN)

Unbound, SPLIT Newton solver with pseudo-transient continuation and backtracking. 3k+ downloads

Python routines to perform simulations of nonlinear dispersion with the MODFLOW-API

Fixed-Wing Aircraft Nonlinear Guidance System

A Python package to simulate and measure chaotic dynamical systems.

nl-causal: nonlinear causal inference based on IV regression in Python

Repository for my Nonlinear Dynamics files

📖🎲📎 a script to generate interactive stories to be tested in your browser