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Nicki Skafte Detlefsen SkafteNicki

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SkafteNicki / MixtureSameFamily.py
Created July 10, 2019 05:56
Implementation of mixture models in pytorch
import torch
from torch import distributions as D
from torch.nn import functional as F
class MixtureSameFamily(D.Distribution):
""" Mixture (same-family) distribution.
The `MixtureSameFamily` distribution implements a (batch of) mixture
distribution where all components are from different parameterizations of