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reservoir-computing

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okozelsk / NET

Star 23

Reservoir computing library for .NET. Enables ESN , LSM and hybrid RNNs using analog and spiking neurons working together.

machine-learning deep-learning csharp regression prediction recurrent-neural-networks classification machine-learning-library feedforward-neural-network spiking-neural-networks echo-state-networks dotnet-standard reservoir-computing multiclass-classification time-series-classification liquid-state-machines time-series-forecasting activation-functions
  • Updated May 11, 2023
  • C#

okozelsk / EasyML

Star 4

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.

machine-learning time-series network cross-validation regression neural-networks forecasting classification feedforward-neural-network reservoir reservoir-computing multi-layer-perceptron extreme-learning-machine stacking multiclass-classification bagging recurrent-neural-network rvfl echo-state-network deep-rvfl
  • Updated Jun 5, 2023
  • C#

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