Turi Create  4.0
turi::recsys::recsys_itemcf Member List

This is the complete list of members for turi::recsys::recsys_itemcf, including all inherited members.

_create_similar_sframe(size_t column_index, std::shared_ptr< sarray< flexible_type > > items, size_t k, GetSimilarFunction &&similar) constturi::recsys::recsys_model_baseprotected
add_or_update_state(const std::map< std::string, variant_type > &dict)turi::ml_model_base
call_function(const std::string &function, variant_map_type argument)turi::model_base
create_ml_data(const sframe &data, const sframe &new_user_side_data=sframe(), const sframe &new_item_side_data=sframe()) constturi::recsys::recsys_model_base
get_current_options() constturi::ml_model_base
get_default_options() constturi::ml_model_base
get_docstring(const std::string &symbol)turi::model_base
get_item_intersection_info(const sframe &unindexed_item_pairs) constturi::recsys::recsys_model_basevirtual
get_item_similarity_scores(size_t item, std::vector< std::pair< size_t, double > > &sim_scores) constturi::recsys::recsys_model_baseinlinevirtual
get_num_items_per_user() constturi::recsys::recsys_model_base
get_num_users_per_item() constturi::recsys::recsys_model_base
get_option_info() constturi::ml_model_base
get_option_value(const std::string &name) constturi::ml_model_base
get_popularity_baseline() constturi::recsys::recsys_model_base
get_property(const std::string &property)turi::model_base
get_similar_items(std::shared_ptr< sarray< flexible_type > > items, size_t topk=0) const overrideturi::recsys::recsys_itemcfvirtual
get_similar_users(std::shared_ptr< sarray< flexible_type > > items, size_t topk=0) const overrideturi::recsys::recsys_itemcfinlinevirtual
get_state() constturi::ml_model_base
get_train_stats()turi::recsys::recsys_model_base
get_value_from_state(std::string key)turi::ml_model_base
get_version() const overrideturi::recsys::recsys_model_baseinlinevirtual
import_all_from_other_model(const recsys_model_base *other)turi::recsys::recsys_model_base
init_options(const std::map< std::string, flexible_type > &options) overrideturi::recsys::recsys_itemcfvirtual
internal_load(turi::iarchive &iarc, size_t version) overrideturi::recsys::recsys_itemcfvirtual
internal_save(turi::oarchive &oarc) const overrideturi::recsys::recsys_itemcfvirtual
is_trained() constturi::ml_model_base
item_simturi::recsys::recsys_itemcfprotected
item_type() constturi::recsys::recsys_model_baseinline
list_fields()turi::ml_model_base
list_functions()turi::model_base
list_get_properties()turi::model_base
list_set_properties()turi::model_base
load_version(turi::iarchive &iarc, size_t version) overrideturi::recsys::recsys_model_basevirtual
name()=0turi::model_basepure virtual
perform_registration()turi::model_basevirtual
precision_recall_stats(const sframe &indexed_validation_data, const sframe &recommend_output, const std::vector< size_t > &cutoffs) constturi::recsys::recsys_model_base
predict(const v2::ml_data &test_data) const overrideturi::recsys::recsys_itemcfvirtual
recommend(const sframe &reference_data, size_t top_k, const sframe &restriction_data=sframe(), const sframe &exclusion_data=sframe(), const sframe &new_observation_data=sframe(), const sframe &new_user_data=sframe(), const sframe &new_item_data=sframe(), bool exclude_training_interactions=true, double diversity_factor=0, size_t random_seed=0) constturi::recsys::recsys_model_base
recsys_model_base()turi::recsys::recsys_model_baseinline
turi::ml_model_base::register_defaults(const std::string &fnname, const variant_map_type &arguments)turi::model_baseprotected
register_docstring(const std::pair< std::string, std::string > &fnname_docstring)turi::model_baseprotected
register_function(std::string fnname, const std::vector< std::string > &arguments, impl_fn fn)turi::model_baseprotected
register_getter(const std::string &propname, impl_fn getfn)turi::model_baseprotected
register_setter(const std::string &propname, impl_fn setfn)turi::model_baseprotected
response_column_name() constturi::recsys::recsys_itemcf
save_impl(turi::oarchive &oarc) const overrideturi::recsys::recsys_model_basevirtual
save_model_to_data(std::ostream &out)turi::model_base
save_to_url(const std::string &url, const variant_map_type &side_data={})turi::model_base
score_all_items(std::vector< std::pair< size_t, double > > &scores, const std::vector< v2::ml_data_entry > &query_row, size_t top_k, const std::vector< std::pair< size_t, double > > &user_item_list, const std::vector< std::pair< size_t, double > > &new_user_item_data, const std::vector< v2::ml_data_row_reference > &new_observation_data, const std::shared_ptr< v2::ml_data_side_features > &known_side_features) const overrideturi::recsys::recsys_itemcfvirtual
set_options(const std::map< std::string, flexible_type > &_options)turi::ml_model_base
set_property(const std::string &property, variant_map_type argument)turi::model_base
setup_and_train(const sframe &observation_data, const sframe &user_side_data=sframe(), const sframe &item_side_data=sframe(), const std::map< std::string, variant_type > &other_data=(std::map< std::string, variant_type >()))turi::recsys::recsys_model_base
stateturi::ml_model_baseprotected
train(const v2::ml_data &data) overrideturi::recsys::recsys_itemcfvirtual
turi::recsys::recsys_model_base::train(const v2::ml_data &training_data_by_user, const v2::ml_data &training_data_by_item)turi::recsys::recsys_model_baseinlineprotectedvirtual
uid()=0turi::model_basepure virtual
USER_COLUMN_INDEXturi::recsys::recsys_model_basestatic
user_type() constturi::recsys::recsys_model_baseinline