echo-state-network

There are 0 repository under echo-state-network topic.

renierts / PyRCN
A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.
reservoir-computing machine-learning scikit-learn echo-state-network extreme-learning-machine
Language:Python 87
Ziqiang-IRCN / HP-MRESN
The implementation of HP-MRESN: an efficient method for nonlinear time-series prediction
echo-state-network time-series-prediction
Language:Python 5
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.
classification cross-validation machine-learning network neural-networks regression reservoir-computing stacking time-series reservoir bagging feedforward-neural-network forecasting multiclass-classification rvfl deep-rvfl recurrent-neural-network echo-state-network extreme-learning-machine multi-layer-perceptron
Language:C# 4
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
Language:Python 3

renierts / PyRCN