pfg.tasks#

The Bayesian sampling tasks are defined here, such as Bayesian Logistic Regression, Bayesian Neural Networks.

Classes

BayesianLR(X_train, y_train, batch_size, ...)

Implement Bayesian Logistic Regression (Gaussian Prior).

BayesianNN(X_train, y_train, batch_size, ...)

Implement Bayesian Neural Networks (MLP).

tasks(X_train, y_train, batch_size, ...)

Implement Large Scale (Bayesian) Sampling Tasks.