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Lab-ANT / Time2State

An unsupervised framework for inferring the latent states in time series data
MIT License
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handling of missing data #3

Open elmiraberjisian opened 10 months ago

elmiraberjisian commented 10 months ago

Hello, does the algorithm handle missing data (series of NAs in timeseries for example due to singal loss)?

AprilCal commented 10 months ago

Sorry that Time2State does not handle missing data. Interpolation is a separate task, and I recommend using other methods for this purpose. By the way, in the paper, we simply used the value of the previous time point to fill in the missing values in PAMAP2 dataset.