esnpy documentation

esnpy is an out-of-the-box library to play around Echo State Networks.

• Getting started
  • Installation
  • Quickstart
  • Package overview
• esnpy package
  • DeepESN
  • ESN
  • ReservoirBuilder
    • ReservoirBuilder.build()
    • ReservoirBuilder.fn
    • ReservoirBuilder.input_bias
    • ReservoirBuilder.input_init
    • ReservoirBuilder.input_size
    • ReservoirBuilder.input_tuners
    • ReservoirBuilder.intern_init
    • ReservoirBuilder.intern_tuners
    • ReservoirBuilder.leaky
    • ReservoirBuilder.size
  • esnpy.init module
    • Initializer
    • NormalDenseInit
    • NormalSparseInit
    • SparseInitializer
    • UniformDenseInit
    • UniformSparseInit
  • esnpy.tune module
    • SpectralRadiusTuner
    • Tuner
  • esnpy.train module
    • RidgeTrainer
    • SklearnTrainer
    • Trainer