Probability Distributions¶
Chainer provides many Distribution
implementations in the
chainer.distributions
package.
Distributions¶
chainer.distributions.Bernoulli |
Bernoulli Distribution. |
chainer.distributions.Beta |
Beta Distribution. |
chainer.distributions.Categorical |
Categorical Distribution. |
chainer.distributions.Dirichlet |
Dirichlet Distribution. |
chainer.distributions.Laplace |
Laplace Distribution. |
chainer.distributions.LogNormal |
Logatithm Normal Distribution. |
chainer.distributions.MultivariateNormal |
MultivariateNormal Distribution. |
chainer.distributions.Normal |
Normal Distribution. |
chainer.distributions.Uniform |
Uniform Distribution. |
Functionals of distribution¶
chainer.cross_entropy |
Computes Cross entropy. |
chainer.kl_divergence |
Computes Kullback-Leibler divergence. |
chainer.register_kl |
Decorator to register KL divergence function. |
Base classes¶
chainer.Distribution |
Interface of Distribution |