https://github.com/reservoirpy/reservoirpy

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

artificial-intelligence echo-state-networks esn machine-learning machine-learning-algorithms neural-network python recurrent-neural-networks reservoir reservoir-computing timeseries timeseries-analysis timeseries-forecasting timeseries-prediction

Last synced: 27 Mar 2026

https://github.com/nschaetti/EchoTorch

A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module available to easily create Deep Reservoir Computing models.

artificial-intelligence artificial-neural-networks echo-state-networks machine-learning machine-learning-algorithms machinelearning neural-networks python python-toolkit pytorch recurrent-networks recurrent-neural-networks reservoir-computing torch

Last synced: 10 May 2025

https://github.com/cknd/pyesn

Echo State Networks in Python

echo-state-networks python reservoir-computing

Last synced: 07 Apr 2025

https://github.com/cknd/pyESN

Echo State Networks in Python

echo-state-networks python reservoir-computing

Last synced: 01 May 2025

https://github.com/stefanonardo/pytorch-esn

An Echo State Network module for PyTorch.

deep-learning echo-state-networks esn machine-learning neural-networks python pytorch recurrent-neural-networks reservoir-computing

Last synced: 01 May 2025

https://github.com/sciml/reservoircomputing.jl

Reservoir computing utilities for scientific machine learning (SciML)

differential-equations echo-state-networks julia machine-learning reservoir-computing rnn scientific-machine-learning sciml

Last synced: 02 Apr 2026

https://github.com/SciML/ReservoirComputing.jl

Reservoir computing utilities for scientific machine learning (SciML)

differential-equations echo-state-networks julia machine-learning reservoir-computing rnn scientific-machine-learning sciml

Last synced: 01 May 2025

https://github.com/plasmacontrol/pyrcn

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

echo-state-network extreme-learning-machine machine-learning reservoir-computing scikit-learn

Last synced: 22 Sep 2025

https://github.com/PlasmaControl/PyRCN

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

echo-state-network extreme-learning-machine machine-learning reservoir-computing scikit-learn

Last synced: 09 Jul 2025

https://github.com/reservoirpy/awesome-reservoir-computing

Awesome tutorials, papers, projects and tools for Reservoir Computing techniques like Echo State Networks (ESN).

artifical-neural-network awesome awesome-list echo-state-networks esn reccurent-neural-network reservoir-computing rnn

Last synced: 03 Apr 2026

https://github.com/fabridamicelli/echoes

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

echo-state-networks esn esnetwork machine-learning neural-network python recurrent-neural-networks reservoir-computing shallow-learning

Last synced: 02 Apr 2026

https://github.com/blindedjoy/rctorch

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

artificial-intelligence artificial-neural-networks bayesian-optimization echo-state-networks machine-learning pytorch reservoir-computing

Last synced: 15 Mar 2026

https://github.com/saran-nns/sorn

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

associative-networks autonomous-agents bolzmann-machines brain-inspired-computing complex-networks cortical-learning cortical-network hebbian-learning hopfield-network machine-learning neuro-computing neuroinformatics neuroplasticity point-neurons reinforcement-learning reservoir-computing self-organizing-criticality self-organizing-network sorn

Last synced: 17 Mar 2025

https://github.com/stevenabreu7/handson_reservoir

Repository for paper "Hands-on reservoir computing" (NCE, 2022)

machine-learning physical-computing reservoir reservoir-computing tutorial

Last synced: 14 Apr 2025

https://github.com/danieleds/torchrc

An organized collection of Reservoir Computing models and techniques that is well-integrated within the PyTorch API.

echo-state-networks library machine-learning neural-networks pytorch recurrent-neural-networks reservoir-computing rnn

Last synced: 14 Apr 2025

https://github.com/ahaeusser/echos

Echo State Networks for Time Series Forecasting

echo-state-networks fable fabletools forecast forecasting recurrent-neural-networks reservoir-computing ridge-regression time-series

Last synced: 19 Feb 2026

https://github.com/andrekovac/reservoir-persistent-memory

Simulation code of the paper "Persistent Memory in Single Node Delay-Coupled Reservoir Computing"

matlab reservoir-computing simulation

Last synced: 18 Oct 2025

https://github.com/filippomb/pyramidal-reservoir-graph-neural-networks

Official repository of the paper "Pyramidal Reservoir Graph Neural Networks".

graph-classification graph-neural-networks graph-pooling reservoir-computing

Last synced: 31 Oct 2025

https://github.com/nizil/esnpy

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

echo-state-networks machine-learning recurrent-neural-networks reservoir-computing

Last synced: 10 Mar 2026

https://github.com/masterdezign/rc

Reservoir Computing, an RNN flavor

esn haskell lsm neural-networks recurrent-neural-networks reservoir-computing rnn

Last synced: 04 Jul 2025

https://github.com/zimmerrol/rcp_spatio_temporal

Prediction spatio-temporal dynamics using Reservoir Computing

biophysics echo-state-networks esn machine-learning reservoir-computing

Last synced: 03 Apr 2025

https://github.com/danieleds/qc_with_untrained_recurrent_embeddings

Question Classification with Untrained Recurrent Embeddings

echo-state-networks machine-learning neural-networks question-classification reservoir-computing

Last synced: 01 Aug 2025

https://github.com/martinuzzifrancesco/reservoir-computing-examples

Scripts for the examples in the ReservoirComputing.jl documentation

echo-state-networks machine-learning recurrent-neural-networks reservoir-computing

Last synced: 08 Jan 2026

https://github.com/flohey/turbESN

turbESN is an echo state network implementation, used in my PhD research as part of the DeepTurb project of the Carl-Zeiss Stiftung. See https://pypi.org/project/turbESN/

echo-state-network machine-learning recurrent-neural-network reservoir-computing

Last synced: 10 May 2025

https://github.com/hugcis/benchmark_learning_efficiency

Code to reproduce results from "Benchmarking learning efficiency in deep reservoir computing"

learning research-paper reservoir-computing

Last synced: 19 Jul 2025

https://github.com/d-o-hub/chaotic_semantic_memory

Rust crate for chaotic semantic memory - echo state networks and hyperdimensional vectors.

ai echo-state-network hyperdimensional libsql reservoir-computing rust semantic-memory wasm

Last synced: 24 Apr 2026

https://github.com/maxbortone/spiking-space-radio

Classification of radio signals on a neuromorphic chip in space

neuromorphic-engineering radioml reservoir-computing

Last synced: 04 Oct 2025

https://github.com/ryanhill1/classical-rc

Implementations of classical reservoir computing and echo-state network models.

echo-state-networks reservoir-computing

Last synced: 07 Jun 2026

https://github.com/mathiswellmann/reservoir_computer

Reservoir Computers on CPU

ai linear-regression ml nn recurrent-neural-networks reservoir reservoir-computing

Last synced: 21 Sep 2025

https://github.com/zeqianli/eibalancelsm

A Liquid State Machine (LSM) with E-I balanced neurons

liquid-state-machines reservoir-computing

Last synced: 30 Mar 2025

https://github.com/zfifteen/pole-shadow

The Pole's Shadow: The distance of dominant poles from the imaginary axis sets the cognitive budget of linear systems. Determines how long they can remember and integrate slow inputs before transients decay. Explores the robustness vs memory tradeoff with theory, math, simulations and visualizations.

cognitive-budget control-theory dynamical-systems echo-state-networks fading-memory linear-systems pole-placement pole-shadow reservoir-computing robustness-tradeoff stability-analysis temporal-integration

Last synced: 20 Apr 2026

https://github.com/maneesh51/maneesh51.github.io

Manish Yadav's Portfolio on Github.io

complex-networks dynamical-systems machine-learning reservoir-computing

Last synced: 17 Jan 2026

https://github.com/kymuco/adaptive-reservoir

CPU-friendly temporal adaptation layer for software agents and streaming systems.

adaptive-systems agent-systems behavior-adaptation concept-drift cpu-friendly echo-state-network edge-ai machine-learning online-learning presence-engine python reservoir-computing signal-processing software-agents streaming-data temporal-modeling time-series

Last synced: 12 Jul 2026

https://github.com/themahani/rctorch

rcTorch is a framework developed based on pyTorch for research on Reservoir Computing.

echo-state force-training gpu-acceleration pytorch research reservoir reservoir-computing

Last synced: 05 May 2026

https://github.com/alex180500/quantumreservoircomputing.jl

Quantum Reservoir Computing and Quantum Extreme Learning Machine package written in Julia.

extreme-learning-machine machine-learning quantum-computing quantum-information quantum-machine-learning quantum-physics reservoir-computing

Last synced: 22 Feb 2026

https://github.com/kasraazizi/reservoircomputing-with-echostatenetworks-for-an-invertedpendulum-closed-loop-system

echo-state-networks echostatenetworks esn pytorch reservoir-computing reservoircomputing reservoirpy

Last synced: 01 May 2026

https://github.com/saran-nns/self_organized_criticality

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

complex-networks complex-system criticality echo-state-networks hebbian-learning hierarchical-temporal-memory liquid-state-machine neuroplasticity reservoir-computing self-organized-criticality self-organizing-network

Last synced: 16 Jul 2026

https://github.com/rsn601kri/quantum_reservoir_modeling

Quantum Reservoir Computing (QRC) algorithm to address credit risk modeling use any quantum software development kit (SDK) or quantum processing unit (QPU).

deep-neural-networks python quantum-computing random-generation reservoir-computing

Last synced: 05 Nov 2025

https://github.com/g4m3r0/reservoircomputing

Reservoir Computing for Chaotic Time Series Prediction

force learning lqr python reservoir-computing time-series-prediction

Last synced: 02 Aug 2025

https://github.com/zeqianli/echostatenetwork

A simple Python implementation of EchoStateNetwork

echo-state-networks liquid-state-machines reservoir-computing

Last synced: 30 Mar 2025