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torch.distributions.dirichlet.Dirichlet Class Reference
Inheritance diagram for torch.distributions.dirichlet.Dirichlet:
torch.distributions.exp_family.ExponentialFamily torch.distributions.distribution.Distribution

Public Member Functions

def __init__ (self, concentration, validate_args=None)
 
def expand (self, batch_shape, _instance=None)
 
def rsample (self, sample_shape=())
 
def log_prob (self, value)
 
def mean (self)
 
def variance (self)
 
def entropy (self)
 
- Public Member Functions inherited from torch.distributions.exp_family.ExponentialFamily
def entropy (self)
 
- Public Member Functions inherited from torch.distributions.distribution.Distribution
def __init__ (self, batch_shape=torch.Size(), event_shape=torch.Size(), validate_args=None)
 
def expand (self, batch_shape, _instance=None)
 
def batch_shape (self)
 
def event_shape (self)
 
def arg_constraints (self)
 
def support (self)
 
def mean (self)
 
def variance (self)
 
def stddev (self)
 
def sample (self, sample_shape=torch.Size())
 
def rsample (self, sample_shape=torch.Size())
 
def sample_n (self, n)
 
def log_prob (self, value)
 
def cdf (self, value)
 
def icdf (self, value)
 
def enumerate_support (self, expand=True)
 
def entropy (self)
 
def perplexity (self)
 
def __repr__ (self)
 

Public Attributes

 concentration
 

Static Public Attributes

 arg_constraints
 
 support
 
 has_rsample
 
- Static Public Attributes inherited from torch.distributions.distribution.Distribution
 has_rsample
 
 has_enumerate_support
 
 support
 
 arg_constraints
 

Additional Inherited Members

- Static Public Member Functions inherited from torch.distributions.distribution.Distribution
def set_default_validate_args (value)
 

Detailed Description

Definition at line 29 of file dirichlet.py.


The documentation for this class was generated from the following file: