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How to run Neural CDE on times series with irregular intervals? #11

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kaimingkuang opened this issue Mar 9, 2022 · 1 comment
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@kaimingkuang
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I tried to run Neural CDE on PhysioNet 2012, which is different from PhysioNet 2019 in that it is sampled with irregular intervals. In PhysioNet 2019, all records are sampled with one-hour intervals. However, in 2012 data, intervals are irregular (could be anything, e.g., 36 minutes, 1 hour and 21 minutes). This creates a mismatch between times and final_index in your code. I tried to modify the code but it didn't seem to work. Is there an easy way to do that? Thanks.

@ANANDKRISHNAM
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Did you get it resolved? I too have an irregular data and Im getting similar issue.

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