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Add incremental retraining support for ALS models#527

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benfred merged 1 commit into
mainfrom
incremental_als
Jan 25, 2022
Merged

Add incremental retraining support for ALS models#527
benfred merged 1 commit into
mainfrom
incremental_als

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@benfred

@benfred benfred commented Jan 25, 2022

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This change adds a 'partial_fit_users' and a 'partial_fit_items' methods to the ALS
models, that lets you incrementally retrain the model. This both lets you add
new items and users to the model without fully retraining, as well as recalculate
existing item/users with new interactions.

This change adds a 'partial_fit_users' and a 'partial_fit_items' methods to the ALS
models, that lets you incrementally retrain the model. This both lets you add
new items and users to the model without fully retraining, as well as recalculate
existing item/users with new interactions.
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