Reservoir Computing Python Packages

hypercube-esn

Echo State Network (ESN) on a Boolean hypercube reservoir: sparse, XOR-defined connectivity and no stored adjacency. A tunable per-neuron delay line scales memory capacity super-multiplicatively. C++23 and Python SDKs.

reservoirpy

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

hypercube-rc

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

pyrcn

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

alphadynamics

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

rclib

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

sorn

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

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

reservoir-computing

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

tsa-course

A collection of scripts and functions used in the course 'Time Series Analysis with Python'

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

fiberis

Fiberis is a tool designed for fiber optic sensing data analysis, simulation and management.

snn-reservoir-py

Simulation and analysis of Spiking Neural Networks (SNNs)

holographic-reservoir

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

reservoirpy-fbessou

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

esgp

Echo State Gradient Propogation implementation for PyTorch

pixelflow-rc

GPU Texture Reservoir Computing: fragment-shader cellular automata with linear readouts for image classification and PDE solving.

qesn-mabe

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