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gru_ode_bayes's Issues

Missing python files

Hi there!

The following files are referenced in the MIMIC preprocessing README
but are not present in the repo:

  • mimic_preproc.py
  • folds_split_mimic.py

Can you please point me to their location/can you add them to the repo?

Best, Dan

Final MIMIC preprocessing files missing

As mentioned in several prior issues (#1, #2, #3 and #4) the final MIMIC preprocessing files mimic_preproc.py and folds_split_mimic.py are not included in the data_preproc/MIMIC/ folder.

It'd be great to gain complete insight into how you set up the EHR data with this project. The text in Appendix K of your paper only goes so far.

Thanks!

Meta data files missing i

while running double_OU from experiments/double_OU folder I get the following error

fileNotFoundError: [Errno 2] No such file or directory: '../../gru_ode_bayes/datasets/double_OU/double_OU_metadata.npy'

Production use for shorting stocks?

According to paperswithcode.com this seems to be the state of the art at time series forecasting (in general).
Is it the state of the art at forecasting of financial stock forecasting too?
If so, would it gain more money than it would loose in average?

If it would still not be lucrative, what value of MSE and NEGLL would be needed to ensure on average lucrativity (winning money)?

Debugging in the model

I'm stuck at this stage while experimenting with the model, I'd appreciate it if you could help.

resim

Missing Files

The referenced files folds_split_mimic.py and mimic_prepoc.py are missing from the repo

Add a License

Hello,

I have no legal background, but according to currently according to this discussion: https://opensource.stackexchange.com/questions/1720/what-can-i-assume-if-a-publicly-published-project-has-no-license,

If a repository has no license, then all rights are reserved and it is not Open Source or Free. You cannot modify or redistribute this code without explicit permission from the copyright holder.

It would be great to add an appropriate LICENSE to this repository so that others can re-use the code, if you want to allow that, or to clarify explicitly if you want to reserve all rights.

Missing trained models and other files

Is it just me or is this repo missing several files and folders? I don't see a trained_models directory for any of the datasets.

Was that a mistake or are the authors holding off on releasing the full repo until after NeurIPS?

why labels are all zero?

Hi!
I have the following problem running your code:
May I ask why the label in the model input of climate experiment is all 0?What does it mean?
Thank you very much!

SAPSII referenced but not part of MIMIC-III

In the MIMIC pre-processing, a saps2.csv is attempted to be read, but this is not a part of the MIMIC-III dataset. Has this changed since the publication of this repository? Is there a workaround that still allows for reproduction of the results?

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