`TransportMaps.Distributions.Examples.SimpleDistributions`¶

Module Contents¶

Joint distribution \(\pi(x_0,x_1)=\pi_1(x_1|x_0)\pi_2(x_0)\) defined by

class TransportMaps.Distributions.Examples.SimpleDistributions.FactorizedBananaDistribution(mu0=0.0, sigma0=1.0, sigma1=1.0)[source]¶

Bases: TransportMaps.Distributions.FactorizedDistribution

Joint distribution \(\pi(x_0,x_1)=\pi_1(x_1|x_0)\pi_2(x_0)\) defined by

\[\begin{split}x_0 \sim \mathcal{N}(\mu_0,\sigma_0^2) \\ x_1 | x_0 \sim \mathcal{N}(x_0^2, sigma_1^2)\end{split}\]