Echo State Networks Python Packages

hypercube-wtf

Frozen hypercube reservoir for static high-dimensional fields (spectra, sensors, images). Short synthetic orbit, HypercubeCNN on the end state only. C++23 + Python.

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.

memory-esn

Long-Memory Echo State Networks (fESN, wESN) for time-series forecasting

echoes

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

easyesn

Python library for Reservoir Computing using Echo State Networks

reservoir-computing

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

rctorch

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

nengolib

Nengo library of additional extensions

esnpy

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

reservoirpy-fbessou

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

complexnetwork

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