Projects in Awesome Lists tagged with reservoir-computing
A curated list of projects in awesome lists tagged with reservoir-computing .
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/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: 01 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: 16 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: 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: 14 Jan 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: 20 Nov 2024
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: 01 Feb 2025
https://github.com/fabridamicelli/echoes
Machine Learning with Echo State Networks, a scikit-learn compatible package.
echo-state-networks machine-learning neural-network python recurrent-neural-networks reservoir-computing shallow-learning
Last synced: 01 May 2025
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/andrekovac/reservoir-persistent-memory
Simulation code of the paper "Persistent Memory in Single Node Delay-Coupled Reservoir Computing"
matlab reservoir-computing simulation
Last synced: 12 Jan 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: 12 Apr 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: 05 Dec 2024
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: 29 Mar 2025
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 Feb 2025
https://github.com/ryanhill1/classical-rc
Implementations of classical reservoir computing and echo-state network models.
echo-state-networks reservoir-computing
Last synced: 02 Mar 2025
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: 04 Apr 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/g4m3r0/reservoircomputing
Reservoir Computing for Chaotic Time Series Prediction
force learning lqr python reservoir-computing time-series-prediction
Last synced: 27 Feb 2025
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: 18 Feb 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