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ratschlab / RGAN

Recurrent (conditional) generative adversarial networks for generating real-valued time series data.
https://arxiv.org/abs/1706.02633
MIT License
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Reproducing the results of the RGAN on the eICU data #24

Open radaimi opened 5 years ago

radaimi commented 5 years ago

Hi,

I'm trying to train the RGAN to reproduce your results on the eICU data. I've got the eICU dataset, but I'm not sure of how you pre-processed/reshaped it?

Would it be possible to share the script for preprocessing eICU data? perhaps also the linux command-line instructions, and the directory structure you need to run in order to get the code training on the data? Also, I tried following your instructions you gave on a similar previous issue about converting the files to hdf5, and I ran into memory errors when I try to do that using the simple to_hdf pandas API. Is there some other more efficient way to do that?

Thank you!

data-boss commented 5 years ago

Hi,

I'm also trying to train the RGAN to reproduce the results on the eICU data. I have not got the eICU dataset, could you give me a brief introduction abot the structure of the dataset?
what are the 7 lables in the manuscript? thank you

adiengineer commented 5 years ago

Has the eICU preprocessing scirpt uploaded yet. Did @radaimi and @data-boss manage to solve their issues?