susiepca.infer.compute_elbo(X: Array | ndarray | bool_ | number | bool | int | float | complex, params: ModelParams) ELBOResults[source]

Create function to compute evidence lower bound (ELBO)

Parameters:
X: Array | ndarray | bool_ | number | bool | int | float | complex

the observed data, an N by P ndarray

params: ModelParams

the dictionary contains all the infered parameters

Returns:

the object contains all components in ELBO

Return type:

ELBOResults


Last update: Feb 13, 2024