I have a dataset with nearly a million data-points consisting of multiple arrays with predictor variables. I use Minibatch and pm.fit to find the posterior because it would be too slow to just use pm.sample on the full dataset. I am comparing several different models that use the same data. So I tr…

Reusing a Minibatch object for several models

junpenglao August 14, 2020, 8:15am 2

@ferrine could comment more but I am also under the impression that you can reuse the same minibatch object as they should be in sync.

Topic		Replies	Views
How to make Minibatch for multi-dimensional data? Questions	10	2547	September 17, 2020
Several minibatch parameters Questions	10	939	June 25, 2018
Updating prior with posterior while using minibatches Questions	0	670	October 15, 2018
Minibatch when latent variable size depends on data dimension Questions	2	689	February 8, 2019
Minibatch variables not behaving as expected Questions	11	1568	March 14, 2018