Res-SAM Framework for GPR Underground Hazard Detection
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Jun 15, 2026 - Python
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reservoir-computing
Here are 117 public repositories matching this topic...
A simple and flexible code for Reservoir Computing architectures like Echo State Networks
python machine-learning timeseries neural-network machine-learning-algorithms esn recurrent-neural-networks artificial-intelligence reservoir echo-state-networks reservoir-computing timeseries-analysis timeseries-forecasting timeseries-prediction
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Oct 16, 2026 - Python
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.
python machine-learning machine-learning-algorithms torch pytorch recurrent-neural-networks artificial-intelligence recurrent-networks neural-networks python-toolkit artificial-neural-networks machinelearning echo-state-networks reservoir-computing
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Sep 21, 2026 - Python
Implement Reservoir Computing models for time series classification, clustering, forecasting, and much more!
machine-learning-algorithms echo-state-networks reservoir-computing time-series-clustering time-series-classification time-series-forecasting probabilistic-forecasting missing-data-imputation phase-space-reconstruction
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Mar 15, 2025 - Python
An Echo State Network module for PyTorch.
python machine-learning deep-learning esn pytorch recurrent-neural-networks artificial-intelligence neural-networks artificial-neural-networks echo-state-networks reservoir-computing
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Oct 14, 2025 - Python
Python library for Reservoir Computing using Echo State Networks
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Jan 4, 2021 - Python
RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical systems.
chaos esn recurrent-neural-networks forecasting rnn echo-state-networks reservoir-computing backpropagation rnn-tensorflow rc rnn-gru rnn-lstm kuramoto-sivashinsky lorenz-96 lorenz-3d reservoir-computer
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Mar 24, 2023 - Python
A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.
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Jul 22, 2026 - Python
Code for Reservoir computing (Echo state network)
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Oct 25, 2018 - Python
Machine Learning with Echo State Networks, a scikit-learn compatible package.
python machine-learning neural-network esn recurrent-neural-networks echo-state-networks reservoir-computing shallow-learning esnetwork
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Aug 5, 2026 - Python
PyPi Package of Self-Organizing Recurrent Neural Networks (SORN) and Neuro-robotics using OpenAI Gym
machine-learning reinforcement-learning complex-networks reservoir-computing neuroinformatics hopfield-network hebbian-learning autonomous-agents cortical-learning cortical-network point-neurons self-organizing-network neuroplasticity bolzmann-machines neuro-computing brain-inspired-computing sorn self-organizing-criticality associative-networks
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Sep 4, 2024 - Python
This repository has implementations of various alternatives to backpropagation for training neural networks.
neural-network pytorch reservoir-computing backpropagation hebbian-learning predictive-coding forward-forward-algorithm
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Jan 10, 2025 - Python
Multivariate time series classification with a bi-directional ESN with a deep neural network readout.
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Mar 15, 2025 - Python
Echo state network framework, NARMA10 dataset generator as an demonstration supplied.
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Mar 4, 2018 - Python
EvoDynamic seeks to evolve and develop suitable discrete dynamic models of self-organizing systems based on local interactions.
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May 9, 2025 - Python
A review of HAVOK and Reservoir computing for chaotic dynamics forecast
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Jun 28, 2022 - Python
Code for papers Optimal Reservoir Operations using Long Short-Term Memory Network and Bi-directional Storage Capacity and Elevation Level Calculator for Reservoir Operation Management
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Sep 10, 2021 - Python
An organized collection of Reservoir Computing models and techniques that is well-integrated within the PyTorch API.
machine-learning library pytorch recurrent-neural-networks neural-networks rnn echo-state-networks reservoir-computing
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Dec 8, 2022 - Python
Simple modular python package for physical reservoir computing. Use your own experimental data.
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Oct 25, 2024 - Python
Python3 Implementation of a Multi-Delay Coupled Reservoir, with a Demonstration on a NARMA10 Dataset.
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Feb 24, 2018 - Python
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