res-noise-stabilization

This repository contains the reservoir computing and LMNT regularization code that support the findings of Wikner et. al 2020.

Installation

Begin by creating a virtual environment with Python 3.9, preferably using Conda.

conda create --name res39 python=3.9

Then, activate this environment and install the package from TestPyPI.

pip install --extra-index-url https://test.pypi.org/simple/ res-reg-lmnt-awikner

Test scripts to recreate results found in the aforementioned paper can be found in res_test_drivers, though at this time these scripts are incomplete.

Code documentation can be found on the Github pages site.