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zhykoties / TimeSeries

Implementation of deep learning models for time series in PyTorch.
Apache License 2.0
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what is the `v` #17

Closed FarhangAmaji closed 9 months ago

FarhangAmaji commented 1 year ago

the v is used in TestDataset and WeightedSampler and also used in evaluate to rescale the mu and sigma

input_mu[:,t] = v_batch[:, 0] * mu + v_batch[:, 1]
input_sigma[:,t] = v_batch[:, 0] * sigma
zhykoties commented 9 months ago

v[:, 0] is the mean of each window, which is used to scale the window. v[:, 1] is not used and is kept as zeros.

See https://github.com/zhykoties/TimeSeries/blob/b12b13c8250a096e38882d258213abd6c2d78c43/preprocess_elect.py#L73