echo-state-network

There are 6 repositories under echo-state-network topic.

  • PlasmaControl/PyRCN

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

    Language:Python87102818

  • petrobras/BibMon

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

    Language:Jupyter Notebook221215

  • Ziqiang-IRCN/HP-MRESN

    The implementation of HP-MRESN: an efficient method for nonlinear time-series prediction

    Language:Python510

  • okozelsk/EasyML

    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 ML tasks on time series data.

    Language:C#4200

  • 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/

    Language:Python3200

  • James-02/dissertation

    Reservoir computing with coupled genetic oscillators for arrhythmia classification

    Language:Jupyter Notebook10