Echo State Networks Python Packages

reservoirpy

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

rctorch

A Python 3 toolset for creating and optimizing Echo State Networks. This library is an extension and expansion of the previous library written by Reinier Maat: https://github.com/1Reinier/Reservoir

reservoir-computing

Library for implementing reservoir computing models (Echo State Networks) for multivariate time series classification, clustering, and forecasting.

easyesn

Python library for Reservoir Computing using Echo State Networks

echoes

Machine Learning with Echo State Networks, a scikit-learn compatible package.

nengolib

Nengo library of additional extensions

complexnetwork

Criticality analysis on complex networks using Power-law scaling functions, exponential relations, and phase transitions

esnpy

Out-of-the-box framework for Echo State Networks

rclib

High-performance, scalable Reservoir Computing framework in C++ with Python bindings.

reservoirpy-fbessou

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

esgp

Echo State Gradient Propogation implementation for PyTorch