def __init__(self, num_comp, num_process, num_dim):
MoG.__init__(self, num_comp, num_process, num_dim)
self.invC_klj_Sk = np.empty((self.num_comp, self.num_comp, self.num_process, self.num_dim))
self.s = []
self._fixed_init()
self._update()
self.num_free_params = self.parameters.shape[0]
def __init__(self, num_comp, num_process, num_dim):
MoG.__init__(self, num_comp, num_process, num_dim)
self.invC_klj_Sk = np.empty(
(self.num_comp, self.num_comp, self.num_process, self.num_dim))
self.s = []
self._fixed_init()
self._update()
self.num_free_params = self.parameters.shape[0]
def __init__(self, num_process, num_dim):
MoG.__init__(self, 1, num_process, num_dim)
self.invC_klj = np.empty((self.num_comp, self.num_comp, self.num_process, self.num_dim, self.num_dim))
self.m = []
self.pi = []
self.L_flatten = np.empty((self.num_comp, self.num_process, self.get_sjk_size()))
self.s = np.empty((self.num_comp, self.num_process, self.num_dim, self.num_dim))
self.L = np.empty((self.num_comp, self.num_process, self.num_dim, self.num_dim))
self.log_det = np.empty((self.num_comp, self.num_comp, self.num_process))
self._fixed_init()
self._update()
self.num_free_params = self.parameters.shape[0]
def __init__(self, num_process, num_dim):
MoG.__init__(self, 1, num_process, num_dim)
self.invC_klj = np.empty(
(self.num_comp, self.num_comp, self.num_process, self.num_dim,
self.num_dim))
self.m = []
self.pi = []
self.L_flatten = np.empty(
(self.num_comp, self.num_process, self.get_sjk_size()))
self.s = np.empty(
(self.num_comp, self.num_process, self.num_dim, self.num_dim))
self.L = np.empty(
(self.num_comp, self.num_process, self.num_dim, self.num_dim))
self.log_det = np.empty(
(self.num_comp, self.num_comp, self.num_process))
self._fixed_init()
self._update()
self.num_free_params = self.parameters.shape[0]
