Turi Create
4.0
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This is the complete list of members for turi::recsys::recsys_factorization_model_base, including all inherited members.
_create_similar_sframe(size_t column_index, std::shared_ptr< sarray< flexible_type > > items, size_t k, GetSimilarFunction &&similar) const | turi::recsys::recsys_model_base | protected |
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()) const | turi::recsys::recsys_model_base | |
get_current_options() const | turi::ml_model_base | |
get_default_options() const | turi::ml_model_base | |
get_docstring(const std::string &symbol) | turi::model_base | |
get_item_intersection_info(const sframe &unindexed_item_pairs) const | turi::recsys::recsys_model_base | virtual |
get_item_similarity_scores(size_t item, std::vector< std::pair< size_t, double > > &sim_scores) const | turi::recsys::recsys_factorization_model_base | virtual |
get_num_items_per_user() const | turi::recsys::recsys_model_base | |
get_num_users_per_item() const | turi::recsys::recsys_model_base | |
get_option_info() const | turi::ml_model_base | |
get_option_value(const std::string &name) const | turi::ml_model_base | |
get_popularity_baseline() const | turi::recsys::recsys_model_base | |
get_property(const std::string &property) | turi::model_base | |
turi::recsys::recsys_model_base::get_similar_items(std::shared_ptr< sarray< flexible_type > > items, size_t k) const =0 | turi::recsys::recsys_model_base | pure virtual |
turi::recsys::recsys_model_base::get_similar_users(std::shared_ptr< sarray< flexible_type > > users, size_t k) const =0 | turi::recsys::recsys_model_base | pure virtual |
get_state() const | turi::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 override | turi::recsys::recsys_model_base | inlinevirtual |
import_all_from_other_model(const recsys_model_base *other) | turi::recsys::recsys_model_base | |
include_ranking_options() const =0 | turi::recsys::recsys_factorization_model_base | protectedpure virtual |
init_options(const std::map< std::string, flexible_type > &_options) | turi::recsys::recsys_factorization_model_base | virtual |
internal_load(turi::iarchive &iarc, size_t version) | turi::recsys::recsys_factorization_model_base | virtual |
internal_save(turi::oarchive &oarc) const | turi::recsys::recsys_factorization_model_base | virtual |
is_trained() const | turi::ml_model_base | |
item_type() const | turi::recsys::recsys_model_base | inline |
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) override | turi::recsys::recsys_model_base | virtual |
name()=0 | turi::model_base | pure virtual |
perform_registration() | turi::model_base | virtual |
precision_recall_stats(const sframe &indexed_validation_data, const sframe &recommend_output, const std::vector< size_t > &cutoffs) const | turi::recsys::recsys_model_base | |
predict(const v2::ml_data &test_data) const | turi::recsys::recsys_factorization_model_base | virtual |
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) const | turi::recsys::recsys_model_base | |
recsys_model_base() | turi::recsys::recsys_model_base | inline |
turi::ml_model_base::register_defaults(const std::string &fnname, const variant_map_type &arguments) | turi::model_base | protected |
register_docstring(const std::pair< std::string, std::string > &fnname_docstring) | turi::model_base | protected |
register_function(std::string fnname, const std::vector< std::string > &arguments, impl_fn fn) | turi::model_base | protected |
register_getter(const std::string &propname, impl_fn getfn) | turi::model_base | protected |
register_setter(const std::string &propname, impl_fn setfn) | turi::model_base | protected |
save_impl(turi::oarchive &oarc) const override | turi::recsys::recsys_model_base | virtual |
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 | turi::recsys::recsys_factorization_model_base | virtual |
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 | |
state | turi::ml_model_base | protected |
train(const v2::ml_data &training_data) | turi::recsys::recsys_factorization_model_base | virtual |
train(const v2::ml_data &training_data_by_user, const v2::ml_data &training_data_by_item) | turi::recsys::recsys_factorization_model_base | protectedvirtual |
uid()=0 | turi::model_base | pure virtual |
USER_COLUMN_INDEX | turi::recsys::recsys_model_base | static |
user_type() const | turi::recsys::recsys_model_base | inline |