sakura.utils.kl_divergence.KLDivergence

class sakura.utils.kl_divergence.KLDivergence(eps=1e-08)

Bases: object

Computes KL Divergence between encoded samples and target distribution Assumes both distributions are multivariate Gaussian with diagonal covariance

Methods

kl_divergence

Compute KL divergence between encoded samples and distribution function samples