elliot.recommender.content_based.VSM package¶
Submodules¶
elliot.recommender.content_based.VSM.tfidf_utils module¶
elliot.recommender.content_based.VSM.vector_space_model module¶
Module description:
-
class
elliot.recommender.content_based.VSM.vector_space_model.
VSM
(data, config, params, *args, **kwargs)[source]¶ Bases:
elliot.recommender.recommender_utils_mixin.RecMixin
,elliot.recommender.base_recommender_model.BaseRecommenderModel
Vector Space Model
For further details, please refer to the paper and the paper
- Parameters
similarity – Similarity metric
user_profile –
item_profile –
To include the recommendation model, add it to the config file adopting the following pattern:
models: VSM: meta: save_recs: True similarity: cosine user_profile: binary item_profile: binary
-
property
name
¶