heron package¶

Submodules¶

heron.acquisition module¶

heron.corner module¶

heron.corner.corner(data_object, figsize=10, 10)[source]¶

heron.data module¶

heron.filtering module¶

heron.kernels module¶

heron.priors module¶

Prior distributions for GP hyperpriors.

class heron.priors.Normal(mean, std)[source]¶

Bases: heron.priors.Prior

A normal prior probability distribution.

Methods

transform(self, x)

Transform from unit normalisation to this prior.

logp

logp(self, x)[source]¶

transform(self, x)[source]¶

Transform from unit normalisation to this prior.

Parameters

xfloat

The position in the normalised hyperparameter space

class heron.priors.Prior[source]¶

Bases: object

A prior probability distribution.

heron.regression module¶

heron.sampling module¶

heron.training module¶

Module contents¶