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# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
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cff-version: 1.2.0
message: 'To cite package "reservoirnet" in publications use:'
type: software
license: GPL-3.0-or-later
title: 'reservoirnet: Reservoir Computing and Echo State Networks'
version: 0.3.0
doi: 10.32614/CRAN.package.reservoirnet
abstract: 'A simple user-friendly library based on the ''python'' module ''reservoirpy''.
  It provides a flexible interface to implement efficient Reservoir Computing (RC)
  architectures with a particular focus on Echo State Networks (ESN). Some of its
  features are: offline and online training, parallel implementation, sparse matrix
  computation, fast spectral initialization, advanced learning rules (e.g. Intrinsic
  Plasticity) etc. It also makes possible to easily create complex architectures with
  multiple reservoirs (e.g. deep reservoirs), readouts, and complex feedback loops.
  Moreover, graphical tools are included to easily explore hyperparameters. Finally,
  it includes several tutorials exploring time series forecasting, classification
  and hyperparameter tuning. For more information about ''reservoirpy'', please see
  Trouvain et al. (2020) <https://doi.org/10.1007/978-3-030-61616-8_40>. This package
  was developed in the framework of the University of Bordeaux’s IdEx "Investments
  for the Future" program / RRI PHDS.'
authors:
- family-names: Ferte
  given-names: Thomas
  email: thomas.ferte@u-bordeaux.fr
- family-names: Ba
  given-names: Kalidou
  email: kalidou.ba@u-bordeaux.fr
- family-names: Trouvain
  given-names: Nathan
  email: nathan.trouvin@inria.fr
- family-names: Thiebaut
  given-names: Rodolphe
  email: rodolphe.thiebaut@u-bordeaux.fr
- family-names: Hinaut
  given-names: Xavier
  email: xavier.hinaut@inria.fr
- family-names: Hejblum
  given-names: Boris
  email: boris.hejblum@u-bordeaux.fr
repository: https://reservoirpy.r-universe.dev
repository-code: https://github.com/reservoirpy/reservoirR
commit: 88d319ea1d886d2847f4db0f69cf3e948ba0e9f7
url: https://github.com/reservoirpy/reservoirR
date-released: '2025-06-10'
contact:
- family-names: Ferte
  given-names: Thomas
  email: thomas.ferte@u-bordeaux.fr