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esn's Introduction

ESN (Echo State Network)

Simple implementation in numpy of an Echo State Network model trainable with ridge regression method.

prerequisite

  • python3

install dependencies

pip3 install -r requirements.txt

run

python3 main.py

This command show o console the time used to process datasets, load dataset, prediction and training phase. It is printed also the Mean Square Error of test set as metric. This results will bee print for 2 dataset that are:

  • noisy sinusoid
  • cardano dataset

esn's People

Contributors

geremiapompei avatar

Watchers

James Cloos avatar Kostas Georgiou avatar  avatar

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