poprox_recommender.components.embedders.user_topic_prefs

Functions

compute_topic_weights(onboarding_topics, ...)
virtual_clicks(onboarding_topics, topic_articles)
virtual_pn_clicks(onboarding_topics, ...)

Classes

UserOnboardingConfig(model_path[, device, ...])
UserOnboardingEmbedder([config])

class poprox_recommender.components.embedders.user_topic_prefs.UserOnboardingConfig(model_path: os.PathLike, device: str = 'cpu', max_clicks_per_user: int = 50, embedding_source: str = 'static', topic_embedding: str = 'nrms', scorer_source: str = 'ArticleScorer', topic_pref_values: list | None = None)

Bases: NRMSUserEmbedderConfig

Parameters:

• model_path (PathLike)

• device (str)

• max_clicks_per_user (int)

• embedding_source (str)

• topic_embedding (str)

• scorer_source (str)

• topic_pref_values (list | None)

class poprox_recommender.components.embedders.user_topic_prefs.UserOnboardingEmbedder(config=None, **kwargs)

Bases: NRMSUserEmbedder

Parameters:

config (UserOnboardingConfig)