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
- approx: Approximation class or instance
- tf: TestFunction instance
- model: Model
PyMC Model
- kwargs: kwargs passed toclass:Operator
Methods
Inference.__init__
(op, approx, tf, **kwargs)Inference.fit
([n, score, callbacks, progressbar])Perform Operator Variational Inference
Inference.refine
(n[, progressbar])Refine the solution using the last compiled step function
Inference.run_profiling
([n, score])Attributes
approx