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class AdversarialDistribution:
"""# Distribution Class to use in Adversarial Autoencoder
For any distribution to be implemented, make sure to ensure each of the
methods are implemented"""
def __init__(self, N):
"""# Initialize the distribution for N-dimensions"""
self.dims = N
return
def get_full_name(self):
"""# Return a human-readable name of the distribution"""
return self.full_name
def get_name(self):
"""# Return a shortened name of the distribution
Preferrably, the name should include characters that can be included in
a file name"""
return self.name
def __str__(self):
"""# Returns the short name"""
return self.get_name()
def __repr__(self):
"""# Returns the short name"""
return self.get_name()
def __call__(self, *args):
"""# Magic method when calling the distribution
This method is going to be called when you use `dist(...)`"""
raise NotImplementedError("This distribution has not been implemented yet")
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