Echo State Networks Python Packages

reservoirpy

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

rclib

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

echoes

Machine Learning with Echo State Networks in Python

rctorch

a PyTorch based Reservoir Computing package with Automatic Hyper-Parameter Tuning

easyesn

Python library for Reservoir Computing using Echo State Networks

nengolib

Nengo library of additional extensions

reservoir-computing

Implement Reservoir Computing models for time series classification, clustering, forecasting, and much more!

esnpy

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

complexnetwork

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

reservoirpy-fbessou

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

esgp

Echo State Gradient Propogation implementation for PyTorch