pymc.Inference

class pymc.Inference(op, approx, tf, **kwargs)

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