Reservoir.__init__#

Reservoir.__init__(input_size, hidden_size, activation='tanh', leakage=1.0, input_scaling=0.9, rho=0.99, bias=False, kernel_initializer='uniform', recurrent_initializer='uniform', net_gain_and_bias=False)[source]#

Initialize internal Module state, shared by both nn.Module and ScriptModule.

Parameters:

  • input_size (int)

  • hidden_size (int)

  • activation (str)

  • leakage (float)

  • input_scaling (float)

  • rho (float)

  • bias (bool)

  • kernel_initializer (str | Callable[[Size], Tensor])

  • recurrent_initializer (str | Callable[[Size], Tensor])

  • net_gain_and_bias (bool)