Reservoir Computing Python Packages

hypercube-rc

Reservoir computer on a Boolean hypercube graph. Sparse XOR-defined connectivity, streaming mode, C++23 and Python SDKs.

reservoirpy

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

alphadynamics

Compact sequence-only neural propagator for protein torsion dynamics. 2.39x lower JSD than Microsoft Timewarp at 3000x fewer parameters. pip install alphadynamics.

pyrcn

A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.

sorn

PyPi Package of Self-Organizing Recurrent Neural Networks (SORN) and Neuro-robotics using OpenAI Gym

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.

tsa-course

Book and material for the course "Time series analysis with Python" (STA-2003)

easyesn

Python library for Reservoir Computing using Echo State Networks

echoes

Machine Learning with Echo State Networks in Python

pixelflow-rc

GPU texture reservoir computing — fragment-shader cellular automata with linear readouts for image classification and PDE solving. Honest benchmarks, CPU/OpenGL/CUDA backends.

holographic-reservoir

Holographic Reservoir Computing Framework — pure-Python simulation with optional ASIC hardware backend.

qesn-mabe

Quantum-inspired Echo State Network (QESN) — classical energy-diffusion reservoir with complex amplitudes.

rclib

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

snn-reservoir-py

Spiking Neural Network (SNN) – Reservoir Model with spike-based feature extraction

reservoirpy-fbessou

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

fiberis

Powerful tool for geophysical data analysis and management. Also includes a simulator to handle multi-phase porous flow

complexnetwork

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

esgp

ESGP: A Hybrid ESN Architecture with Gated Dynamics