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[D] Multivariate series with large different sizes

Hello Guys, I need hel with some data. I have a multivariate time series that have 6k columns and samples with different size. The data are collected per second. However I have samples with 5 hours and others samples with 10 minutos. I already thought about padding, but is this case, the padding part is too big that can downgrade accuracy of RNN. There are articles using another type of solution for this situation?

submitted by /u/FelipwMarcelino
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.