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TimeSeriesDataset #1598

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4 tasks
NicoZweifel opened this issue Apr 10, 2024 · 0 comments
Open
4 tasks

TimeSeriesDataset #1598

NicoZweifel opened this issue Apr 10, 2024 · 0 comments
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dataset Related to `burn-dataset` feature The feature request

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@NicoZweifel
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Feature description

Created from splitting up #1551.

A generic TimeSeriesDataset for timeseries prediction (pytorch example).

Feature motivation

Have used a specific implementation in #1532 and determined a generic approach would be a great addition.

Steps

  • gather requirements
  • design api
  • implementation
  • update book

Notes

A potential feature could be automatic sorting by a property selector (date), sth like:

data.sort_by(|a, b| {
    selector(a)
        .partial_cmp(selector(b))
        .unwrap_or(std::cmp::Ordering::Equal)
});
@NicoZweifel NicoZweifel mentioned this issue Apr 10, 2024
2 tasks
@antimora antimora added feature The feature request dataset Related to `burn-dataset` labels Apr 14, 2024
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Labels
dataset Related to `burn-dataset` feature The feature request
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