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如何查看可用于PyTorch kl_散度函数的所有可能分布?_Pytorch - Fatal编程技术网

如何查看可用于PyTorch kl_散度函数的所有可能分布?

如何查看可用于PyTorch kl_散度函数的所有可能分布?,pytorch,Pytorch,我想知道我可以直接插入PyTorch的kl_distance函数的所有可能的分布组合是什么。如何查看所有的可能性?这里有一个函数,用于显示所有已注册的组合: 从torch.distributions.kl导入\u kl\u注册表 def view_kl_选项(): """ 显示可在中使用的所有发行版组合 torch的kl_散度函数。遍历注册表 并打印出注册名称组合。 """ names=[(k[0]。\uuuu name\uuuuu,k[1]。\uuuu name\uuuuuu)用于注册表项()

我想知道我可以直接插入PyTorch的
kl_distance
函数的所有可能的分布组合是什么。如何查看所有的可能性?

这里有一个函数,用于显示所有已注册的组合:

从torch.distributions.kl导入\u kl\u注册表
def view_kl_选项():
"""
显示可在中使用的所有发行版组合
torch的kl_散度函数。遍历注册表
并打印出注册名称组合。
"""
names=[(k[0]。\uuuu name\uuuuu,k[1]。\uuuu name\uuuuuu)用于注册表项()中的k
max\u name\u len=max([len(t[0]),表示名称中的t])
对于已排序的arg1、arg2(名称):
打印(f“{arg1:>{max_name_len}}}}}{arg2}”)
调用
view\u kl\u options()

                  Bernoulli || Bernoulli
                  Bernoulli || Poisson
                       Beta || Beta
                       Beta || ContinuousBernoulli
                       Beta || Exponential
                       Beta || Gamma
                       Beta || Normal
                       Beta || Pareto
                       Beta || Uniform
                   Binomial || Binomial
                Categorical || Categorical
                     Cauchy || Cauchy
        ContinuousBernoulli || ContinuousBernoulli
        ContinuousBernoulli || Exponential
        ContinuousBernoulli || Normal
        ContinuousBernoulli || Pareto
        ContinuousBernoulli || Uniform
                  Dirichlet || Dirichlet
                Exponential || Beta
                Exponential || ContinuousBernoulli
                Exponential || Exponential
                Exponential || Gamma
                Exponential || Gumbel
                Exponential || Normal
                Exponential || Pareto
                Exponential || Uniform
          ExponentialFamily || ExponentialFamily
                      Gamma || Beta
                      Gamma || ContinuousBernoulli
                      Gamma || Exponential
                      Gamma || Gamma
                      Gamma || Gumbel
                      Gamma || Normal
                      Gamma || Pareto
                      Gamma || Uniform
                  Geometric || Geometric
                     Gumbel || Beta
                     Gumbel || ContinuousBernoulli
                     Gumbel || Exponential
                     Gumbel || Gamma
                     Gumbel || Gumbel
                     Gumbel || Normal
                     Gumbel || Pareto
                     Gumbel || Uniform
                 HalfNormal || HalfNormal
                Independent || Independent
                    Laplace || Beta
                    Laplace || ContinuousBernoulli
                    Laplace || Exponential
                    Laplace || Gamma
                    Laplace || Laplace
                    Laplace || Normal
                    Laplace || Pareto
                    Laplace || Uniform
  LowRankMultivariateNormal || LowRankMultivariateNormal
  LowRankMultivariateNormal || MultivariateNormal
         MultivariateNormal || LowRankMultivariateNormal
         MultivariateNormal || MultivariateNormal
                     Normal || Beta
                     Normal || ContinuousBernoulli
                     Normal || Exponential
                     Normal || Gamma
                     Normal || Gumbel
                     Normal || Normal
                     Normal || Pareto
                     Normal || Uniform
          OneHotCategorical || OneHotCategorical
                     Pareto || Beta
                     Pareto || ContinuousBernoulli
                     Pareto || Exponential
                     Pareto || Gamma
                     Pareto || Normal
                     Pareto || Pareto
                     Pareto || Uniform
                    Poisson || Bernoulli
                    Poisson || Binomial
                    Poisson || Poisson
    TransformedDistribution || TransformedDistribution
                    Uniform || Beta
                    Uniform || ContinuousBernoulli
                    Uniform || Exponential
                    Uniform || Gamma
                    Uniform || Gumbel
                    Uniform || Normal
                    Uniform || Pareto
                    Uniform || Uniform