vip.scalar_model

Classes to model scalar quantities with various distributions.

Functions

exponential_factory(params)
gamma_factory(params)
lognormal_factory(params)
of_name(name, *, variable_count)
truncated_lognormal_factory(params)

Classes

LogNormalModel(initial_params, variable_count)	A log-normal model with hand-computed gradients.
ScalarModel(initial_params, variable_count)	An abstract base class for Scalar Models.
TFScalarModel(q_factory, initial_params, …)	An object to model a collection of scalar variables with a given distribution type via TensorFlow.