Sebastian Starke

Make package installable

1

This PR adds `a setup.py` and a `requirements.txt` file with which one can install the PPN2V package via ``` pip install -r requirements.txt python setup.py install ``` Also, I tried...

Effect of outScaling for prediction quality

4

After fiddling around with the `outScaling` parameter defined [here](https://github.com/juglab/PPN2V/blob/4e822aa3b797d7b403d866d26026505d05637a23/pn2v/prediction.py#L13) (mainly because I did not really get the sense of it, since it apparently multiplies the predictions of the network, at...

I'm having trouble running through your demo notebook "Cell Detection with Contour Proposal Networks.ipynb". The kernel crashes when model training is started on the first forward pass. I narrowed it...

Multivariate regression tutorial

8

Based on our conversation [here](https://github.com/lightning-uq-box/lightning-uq-box/pull/148#issuecomment-2144791943), I polished a notebook that demonstrates how to use the existing deep-ensemble functionality of the toolbox to perform a multivariate regression problem of a 1D...

burnin_epochs in MVEBase constructor not used

5

It seems the `MVEBase` class has an unused parameter `burnin_epochs`. I mean, it is used in the `training_step` later on, but is not touched in the constructor. In the derived...