def __init__(self, n_hidden, w_x, w_h, bias_filler=0):
self.name = "gru"
self.n_hidden = n_hidden
self.w_x = Parameter.from_any(w_x)
self.w_h = Parameter.from_any(w_h)
self.b_r = Parameter.from_any(bias_filler)
self.b_u = Parameter.from_any(bias_filler)
self.b_c = Parameter.from_any(bias_filler)
self.act_r = Activation.from_any("sigmoid")
self.act_u = Activation.from_any("sigmoid")
self.act_c = Activation.from_any("tanh")
self.clip = 5
self._tmp_x = None
def __init__(self, n_hidden, w_x, w_h, bias_filler=0):
self.name = 'gru'
self.n_hidden = n_hidden
self.w_x = Parameter.from_any(w_x)
self.w_h = Parameter.from_any(w_h)
self.b_r = Parameter.from_any(bias_filler)
self.b_u = Parameter.from_any(bias_filler)
self.b_c = Parameter.from_any(bias_filler)
self.act_r = Activation.from_any('sigmoid')
self.act_u = Activation.from_any('sigmoid')
self.act_c = Activation.from_any('tanh')
self.clip = 5
self._tmp_x = None
def __init__(self, n_hidden, n_out, w_xh=0, w_hh=0, w_hy=0, bias_h=0.0, bias_y=0, activation="tanh"):
self.name = "recurrent"
self.n_hidden = n_hidden
self.n_out = n_out
self.w_xh = Parameter.from_any(w_xh)
self.w_hh = Parameter.from_any(w_hh)
self.w_hy = Parameter.from_any(w_hy)
self.b_h = Parameter.from_any(bias_h)
self.b_y = Parameter.from_any(bias_y)
self.activation = Activation.from_any(activation)
self._tmp_x = None
def __init__(self, n_hidden, n_out, w_xh=0, w_hh=0, w_hy=0, bias_h=0.0,
bias_y=0, activation='tanh'):
self.name = 'recurrent'
self.n_hidden = n_hidden
self.n_out = n_out
self.w_xh = Parameter.from_any(w_xh)
self.w_hh = Parameter.from_any(w_hh)
self.w_hy = Parameter.from_any(w_hy)
self.b_h = Parameter.from_any(bias_h)
self.b_y = Parameter.from_any(bias_y)
self.activation = Activation.from_any(activation)
self._tmp_x = None
