Probability Distributions¶
Chainer provides many Distribution
implementations in the
chainer.distributions
package.
Distributions¶
Bernoulli Distribution. |
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Beta Distribution. |
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Categorical Distribution. |
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Cauchy Distribution. |
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Chi-Square Distribution. |
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Dirichlet Distribution. |
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Exponential Distribution. |
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Gamma Distribution. |
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Geometric Distribution. |
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Gumbel Distribution. |
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Independent distribution. |
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Laplace Distribution. |
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Logatithm Normal Distribution. |
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MultivariateNormal Distribution. |
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Normal Distribution. |
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OneHotCategorical Distribution. |
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Pareto Distribution. |
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Poisson Distribution. |
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Uniform Distribution. |
Functionals of distribution¶
Computes Cross entropy. |
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Computes Kullback-Leibler divergence. |
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Decorator to register KL divergence function. |
Base classes¶
Interface of Distribution |