echo-state-network

Here are 7 public repositories matching this topic...

petrobras / BibMon

Python package that provides predictive models for fault detection, soft sensing, and process condition monitoring.

machine-learning time-series scikit-learn neural-networks pca process-monitoring fault-detection process-systems-engineering soft-sensor fault-diagnosis echo-state-network

Updated Jul 11, 2025
Python

PlasmaControl / PyRCN

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

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

Updated Jul 17, 2024
Python

An easy-to-use independent machine learning library for .net. It offers MLP models (including deep RVFL aka ELM) for common ML tasks as well as Reservoir Computer for efficiently solving time series ML tasks.

Updated Mar 27, 2025
C#

flohey / turbESN

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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/

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

Updated Mar 4, 2023
Python

rmehmood786 / reservoir-computing-esn-experiments

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Implementation of Echo State Networks (ESN) with experiments on MNIST and ECG5000. Includes comparison with Linear Regression and analysis of weight initialization methods for time-series and classification tasks.