Joshua Levy

Is there planned support for Pytorch models? Thanks!

Bayesian Additive Regression Trees

1

It would be great to add BART to the list of models available via numpyro: https://github.com/pymc-devs/pymc3/pull/4183 Happy to take a stab at it given some time.

Half-Precision Training

2

Can we use float16 using this framework? Has there been consideration for allowing integration with nvidia apex: https://github.com/NVIDIA/apex Thanks!

Create Pyramids Generator

1

https://github.com/airlab-unibas/airlab/blob/1b92e99c8a0761569586e5a572f88ec19a3ae404/airlab/utils/image.py#L317 Is it possible to turn the iterator returned by this function into a generator to perhaps save some memory, curious on your thoughts. Awesome package!

Bad Allocation using DTModel

5

Hi there, I am running into an issue right now when following dtm.py. My jupyter notebook returns: ``` RuntimeError: bad allocation ``` when attempting to training the model. Document loading...

Loading stack of images slow

13

I have about 20k 500px500p images stored in a directory. My ultimate goal is to reshape them into only a few images, blocking the 500s into the few larger images....

Specify Multiple Groups for One Feature

3

Nice package! Just following up from another thread, in your package is it possible to specify multiple groups for one feature (eg. overlapping groups)? Thanks!

Planned GPU Support?

2

Hi just wondering if there are plans to speed up computation via GPUs?

Are there plans to add dichotomous outcomes and random intercepts to this model? Another question is how one would incorporate the random intercepts to conditional means for prediction of the...