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Add feature names in DataSet #87

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LouisCarpentier42 opened this issue Feb 7, 2025 · 1 comment
Open

Add feature names in DataSet #87

LouisCarpentier42 opened this issue Feb 7, 2025 · 1 comment
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data loader Implement a new data loader

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@LouisCarpentier42
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The DataSet stores the time series data as a set of numpy arrays (separated in train/test data + labels of each set). In several cases, this approach loses information, as you do not know from which real-world process the data originates.

This can be fixed by adding a list of strings to the DataSet, which give the name of the feature that is present in the data.

@LouisCarpentier42 LouisCarpentier42 added the data loader Implement a new data loader label Feb 7, 2025
@LouisCarpentier42
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In addition to the feature names, it would also be useful to store the times of each observation.

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Labels
data loader Implement a new data loader
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