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Refactoring of solvers and datasets#31

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Jad-yehya merged 39 commits into
mainfrom
aistats-rebuttal
May 19, 2026
Merged

Refactoring of solvers and datasets#31
Jad-yehya merged 39 commits into
mainfrom
aistats-rebuttal

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Jad-yehya and others added 9 commits December 7, 2025 11:13
* Vectorize `soft_precision`, `soft_recall`, and `extract_anomaly_ranges`.
* Fix off-by-one in `mean_overlaping_pred` reconstructed length.
* CLN remove safe_import_context

* Clear separation between `anomaly_scores` and optional `anomaly_predictions` (binary, used via solver-side `cutoff`).

* Adapt solvers to score/prediction contract with `cutoff` parameter.

* Adds `find_period_length` helper instead of importing TSB-AD only for this.
* FIX Autoencoder device handling
@Jad-yehya

Jad-yehya commented May 19, 2026

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Summary of what has been done :

This is now a good base for improving the benchmark.

@Jad-yehya Jad-yehya merged commit bd4b4e9 into main May 19, 2026
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@Jad-yehya Jad-yehya deleted the aistats-rebuttal branch May 26, 2026 07:18
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2 participants