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Adding functions to process time-series datasets with sliding-window and save into h5 files #138

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WenjieDu opened this issue May 28, 2023 · 0 comments · Fixed by #180
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enhancement New feature or request new feature Proposing to add a new feature

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@WenjieDu
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1. Feature description

We need some utilities to help with data processing

  1. adding a sliding-window function to process 2-D [n_steps, n_features] datasets into 3-D [n_samples, n_steps, n_features] datasets for model input;
  2. adding a data saving function to save datasets (organized as dictionaries) into hdf5 files for the data lazy-loading strategy;

2. Motivation

For ease of usage.

3. Your contribution

Will create a PR to add them.

@WenjieDu WenjieDu added enhancement New feature or request new feature Proposing to add a new feature labels May 28, 2023
@WenjieDu WenjieDu self-assigned this May 28, 2023
@WenjieDu WenjieDu closed this as completed Sep 6, 2023
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