14 annual embed#39

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SarahAlidoost merged 10 commits intomainfrom

14_annual_embed

Apr 28, 2026

Commits on Apr 13, 2026

added creation of cyclically encoded day-of-year and hour-of-day features to add_month_day_dims, to provide input for temporal encodings

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expanded inline documentation

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added time feature patch to getitem method

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Commits on Apr 15, 2026

integrated cyclical temporal encoding based on doy and hod into model

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Commits on Apr 22, 2026

integrated temporal encoding into model training

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added tests for temporal encoding and run in example notebook

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Commits on Apr 25, 2026

fixed double sinusoidal encoding. Introduced cross terms for doy and hod phase to embedding. Choice of tropical year as period for basis for doy

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updated tests

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rerun of example notebook

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fixed remaining long line lengths

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