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duncdennis's Projects

esnchaos icon esnchaos

Small repo for Echo State Networks for the task of predicting chaotic time series

lorenzpy icon lorenzpy

A Python package to simulate and measure chaotic dynamical systems.

markov_worm icon markov_worm

This repository contains the scripts for reproducing the results presented in Costa AC, Ahamed T, Jordan D, Stephens GJ (2023) "A Markovian dynamics for C. elegans behavior across scales" https://arxiv.org/abs/2310.12883

rescomp icon rescomp

Reservoir Computing and related information processing methods

reservoirpy icon reservoirpy

A simple and flexible code for Reservoir Computing architectures like Echo State Networks

rtd-tutorial icon rtd-tutorial

See here https://docs.readthedocs.io/en/stable/tutorial/

testing_rpy icon testing_rpy

Testing the reservoirpy package and modifications to it.

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