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.

`chainer.cross_entropy`	Computes Cross entropy.
`chainer.kl_divergence`	Computes Kullback-Leibler divergence.
`chainer.register_kl`	Decorator to register KL divergence function.

Interface of Distribution