def __call__(self, X):
"""
@param X: log probability ratios
@return: negative of mutual information
"""
Q = self.zoo_obj.get_rate_matrix(X)
distn = self.zoo_obj.get_distn(X)
return -ctmcmi.get_mutual_info_known_distn_fast(Q, distn, self.t)
def __call__(self, X):
"""
@param X: log probability ratios
@return: negative of mutual information
"""
Q = self.zoo_obj.get_rate_matrix(X)
distn = self.zoo_obj.get_distn(X)
return -ctmcmi.get_mutual_info_known_distn_fast(Q, distn, self.t)
def __call__(self, t):
"""
@param t: divergence time
@return: signed difference between target and mutual information
"""
info_value = ctmcmi.get_mutual_info_known_distn_fast(
self.Q, self.distn, t)
return self.target - info_value
def __call__(self, t):
"""
@param t: divergence time
@return: signed difference between target and mutual information
"""
info_value = ctmcmi.get_mutual_info_known_distn_fast(
self.Q, self.distn, t)
return self.target - info_value
