Stephanie Hyland

Hi there! The processing pipeline is pretty much this: - starting from the CSVs you get from eICU, turn them into hdf5 files - I think @XinruiLyu did this in...

Sorry for the delayed response - to give you a partial answer, we use GTX 1080s for some of the experiments, and sometimes we used the CPU (with 16-32GB of...

What happens if you turn off all MMD-related calculations? You could do this by setting the "if" statement on this line: https://github.com/ratschlab/RGAN/blob/master/experiment.py#L188 to never be true.

You could also vary the size of the set used in evaluation (which gets fed into the MMD calculation), which is set on this line: https://github.com/ratschlab/RGAN/blob/master/experiment.py#L75 `batch_multiplier` is how many...

The MMD score is only used for evaluation, so it shouldn't affect training. The main way it might affect you is that we use the MMD score (on the validation...

Hi @dmortem : yes, 5000 is the (approximate) size of the validation set we use to compute the MMD during training (technically, we use _up to_ 5000 examples, because we...

@dmortem It sounds like you're getting numerical issues/overflow in either the MMD calculation or the t-hat calculation. I guess it might be coming from different things, but as a first...

I have encountered an issue using `ipdb.set_trace()` with `FileStorageObserver` (possibly other observers, haven't tested that). `01_hello_world.py` works fine as-is. If I modify it to include the observer, and include an...