pymc.Inference#
- class pymc.Inference(op, approx, tf, **kwargs)[source]#
Base class for Variational Inference.
Communicates Operator, Approximation and Test Function to build Objective Function
- Parameters:
- op
Operator
class
#:class:~pymc.variational.operators - approx
Approximation
class
or instance #:class:~pymc.variational.approximations - tf
TestFunction
instance #? - model
Model
PyMC Model
- kwargs
kwargs
passed
to
Operator
#:class:~pymc.variational.operators, optional
- op
Methods
Inference.__init__
(op, approx, tf, **kwargs)Inference.fit
([n, score, callbacks, ...])Perform Operator Variational Inference.
Inference.refine
(n[, progressbar, ...])Refine the solution using the last compiled step function.
Inference.run_profiling
([n, score])Attributes
approx