Alpenglow
stable
Getting started:
Introduction
Example usage
Five minute tutorial
Further reading
General information:
The anatomy of an online experiment
Adjustable properties of evaluation
Rank computation optimization
C++ API
Python API
Implementing a new model in C++
Implementing a new model in Python
Evaluating external models
Model combination
Serialization
Compiling Alpenglow using clang and libc++ on linux
API documentation:
alpenglow package
alpenglow.offline package
alpenglow.cpp package
Alpenglow
»
Index
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Index
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B
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C
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D
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E
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F
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G
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H
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I
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L
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M
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N
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O
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P
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R
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S
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T
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U
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W
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Y
A
active() (alpenglow.cpp.AvailabilityFilter method)
(alpenglow.cpp.LabelFilter method)
(alpenglow.cpp.WhitelistFilter method)
add() (alpenglow.cpp.AsymmetricFactorModel method)
(alpenglow.cpp.CombinedModel method)
(alpenglow.cpp.EigenFactorModel method)
(alpenglow.cpp.ExternalModel method)
(alpenglow.cpp.FactorModel method)
(alpenglow.cpp.FmModel method)
(alpenglow.cpp.Model method)
(alpenglow.cpp.RandomChoosingCombinedModel method)
(alpenglow.cpp.SvdppModel method)
(alpenglow.cpp.ToplistCombinationModel method)
add_availability() (alpenglow.cpp.AvailabilityFilter method)
add_early_updater() (alpenglow.cpp.OfflineIteratingOnlineLearnerWrapper method)
add_end_logger() (alpenglow.cpp.OnlineExperiment method)
add_gradient_updater() (alpenglow.cpp.GradientComputer method)
add_iterate_updater() (alpenglow.cpp.OfflineIteratingOnlineLearnerWrapper method)
add_logger() (alpenglow.cpp.OnlineExperiment method)
add_model() (alpenglow.cpp.CombinedModel method)
(alpenglow.cpp.RandomChoosingCombinedModel method)
(alpenglow.cpp.ToplistCombinationModel method)
add_offline_learner() (alpenglow.cpp.PeriodicOfflineLearnerWrapper method)
add_recdats() (alpenglow.cpp.DataframeData method)
add_updater() (alpenglow.cpp.NegativeSampleGenerator method)
(alpenglow.cpp.OfflineIteratingOnlineLearnerWrapper method)
(alpenglow.cpp.OnlineExperiment method)
alpenglow
module
alpenglow.evaluation
module
alpenglow.evaluation.DcgScore
module
alpenglow.evaluation.MseScore
module
alpenglow.evaluation.PrecisionScore
module
alpenglow.evaluation.RecallScore
module
alpenglow.evaluation.RrScore
module
alpenglow.experiments
module
alpenglow.experiments.ALSFactorExperiment
module
alpenglow.experiments.ALSOnlineFactorExperiment
module
alpenglow.experiments.AsymmetricFactorExperiment
module
alpenglow.experiments.BatchAndOnlineFactorExperiment
module
alpenglow.experiments.BatchFactorExperiment
module
alpenglow.experiments.ExternalModelExperiment
module
alpenglow.experiments.FactorExperiment
module
alpenglow.experiments.FmExperiment
module
alpenglow.experiments.NearestNeighborExperiment
module
alpenglow.experiments.OldFactorExperiment
module
alpenglow.experiments.PersonalPopularityExperiment
module
alpenglow.experiments.PopularityExperiment
module
alpenglow.experiments.PopularityTimeframeExperiment
module
alpenglow.experiments.PosSamplingFactorExperiment
module
alpenglow.experiments.SvdppExperiment
module
alpenglow.experiments.TransitionProbabilityExperiment
module
alpenglow.Getter
module
alpenglow.offline
module
alpenglow.offline.evaluation
module
alpenglow.offline.evaluation.NdcgScore
module
alpenglow.offline.evaluation.PrecisionScore
module
alpenglow.offline.evaluation.RecallScore
module
alpenglow.offline.models
module
alpenglow.offline.models.ALSFactorModel
module
alpenglow.offline.models.AsymmetricFactorModel
module
alpenglow.offline.models.FactorModel
module
alpenglow.offline.models.NearestNeighborModel
module
alpenglow.offline.models.PopularityModel
module
alpenglow.offline.models.SvdppModel
module
alpenglow.offline.OfflineModel
module
alpenglow.OnlineExperiment
module
alpenglow.ParameterDefaults
module
alpenglow.PythonModel
module
alpenglow.utils
module
alpenglow.utils.AvailabilityFilter
module
alpenglow.utils.DataframeData
module
alpenglow.utils.DataShuffler
module
alpenglow.utils.FactorModelReader
module
alpenglow.utils.ParameterSearch
module
alpenglow.utils.ThreadedParameterSearch
module
alpha (alpenglow.cpp.OfflineEigenFactorModelALSLearnerParameters attribute)
ALSFactorExperiment (class in alpenglow.experiments.ALSFactorExperiment)
ALSFactorModel (class in alpenglow.offline.models.ALSFactorModel)
ALSOnlineFactorExperiment (class in alpenglow.experiments.ALSOnlineFactorExperiment)
always_learn (alpenglow.cpp.CombinedDoubleLayerModelGradientUpdaterParameters attribute)
AsymmetricFactorExperiment (class in alpenglow.experiments.AsymmetricFactorExperiment)
AsymmetricFactorModel (class in alpenglow.cpp)
(class in alpenglow.offline.models.AsymmetricFactorModel)
AsymmetricFactorModelGradientUpdater (class in alpenglow.cpp)
AsymmetricFactorModelGradientUpdaterParameters (class in alpenglow.cpp)
AsymmetricFactorModelParameters (class in alpenglow.cpp)
AsymmetricFactorModelUpdater (class in alpenglow.cpp)
autocalled_initialize() (alpenglow.cpp.AsymmetricFactorModel method)
(alpenglow.cpp.CompletePastDataGenerator method)
(alpenglow.cpp.DataframeData method)
(alpenglow.cpp.EigenFactorModel method)
(alpenglow.cpp.FactorModel method)
(alpenglow.cpp.FactorModelGlobalRankingScoreIterator method)
(alpenglow.cpp.FmModel method)
(alpenglow.cpp.Initializable method)
(alpenglow.cpp.InputLogger method)
(alpenglow.cpp.LegacyRecommenderData method)
(alpenglow.cpp.MemoryRankingLogger method)
(alpenglow.cpp.MemoryUsageLogger method)
(alpenglow.cpp.OnlinePredictor method)
(alpenglow.cpp.PeriodComputer method)
(alpenglow.cpp.ProceedingLogger method)
(alpenglow.cpp.RandomChoosingCombinedModel method)
(alpenglow.cpp.RandomChoosingCombinedModelExpertUpdater method)
(alpenglow.cpp.RandomIterator method)
(alpenglow.cpp.RandomOnlineIterator method)
(alpenglow.cpp.RankComputer method)
(alpenglow.cpp.RecommenderData method)
(alpenglow.cpp.RecommenderDataIterator method)
(alpenglow.cpp.SamplingDataGenerator method)
(alpenglow.cpp.ShuffleIterator method)
(alpenglow.cpp.SimpleIterator method)
(alpenglow.cpp.SvdppModel method)
(alpenglow.cpp.TimeframeDataGenerator method)
(alpenglow.cpp.ToplistCombinationModel method)
(alpenglow.cpp.ToplistCreator method)
(alpenglow.cpp.ToplistCreatorGlobal method)
(alpenglow.cpp.ToplistCreatorPersonalized method)
(alpenglow.cpp.TransitionModelLogger method)
(alpenglow.cpp.UniformNegativeSampleGenerator method)
AvailabilityFilter (class in alpenglow.cpp)
(class in alpenglow.utils.AvailabilityFilter)
B
base_in_file_name (alpenglow.cpp.PeriodicOfflineLearnerWrapperParameters attribute)
base_out_file_name (alpenglow.cpp.PeriodicOfflineLearnerWrapperParameters attribute)
BatchAndOnlineFactorExperiment (class in alpenglow.experiments.BatchAndOnlineFactorExperiment)
BatchFactorExperiment (class in alpenglow.experiments.BatchFactorExperiment)
begin_max (alpenglow.cpp.AsymmetricFactorModelParameters attribute)
(alpenglow.cpp.EigenFactorModelParameters attribute)
(alpenglow.cpp.FactorModelParameters attribute)
(alpenglow.cpp.FmModelParameters attribute)
(alpenglow.cpp.SvdppModelParameters attribute)
begin_min (alpenglow.cpp.AsymmetricFactorModelParameters attribute)
(alpenglow.cpp.EigenFactorModelParameters attribute)
(alpenglow.cpp.FactorModelParameters attribute)
(alpenglow.cpp.FmModelParameters attribute)
(alpenglow.cpp.SvdppModelParameters attribute)
Bias (class in alpenglow.cpp)
C
category (alpenglow.cpp.RecDat attribute)
check_unused_parameters() (alpenglow.ParameterDefaults.ParameterDefaults method)
clear() (alpenglow.cpp.AsymmetricFactorModel method)
(alpenglow.cpp.Bias method)
(alpenglow.cpp.EigenFactorModel method)
(alpenglow.cpp.ExternalModel method)
(alpenglow.cpp.FactorModel method)
(alpenglow.cpp.FmModel method)
(alpenglow.cpp.Model method)
(alpenglow.cpp.PopContainer method)
(alpenglow.cpp.RecommenderData method)
(alpenglow.cpp.SpMatrix method)
(alpenglow.cpp.SvdppModel method)
(alpenglow.cpp.TransitionProbabilityModel method)
clear_before_fit (alpenglow.cpp.OfflineEigenFactorModelALSLearnerParameters attribute)
clear_model (alpenglow.cpp.PeriodicOfflineLearnerWrapperParameters attribute)
collect() (alpenglow.Getter.MetaGetter method)
collect_ (alpenglow.Getter.Getter attribute)
CombinedDoubleLayerModelGradientUpdater (class in alpenglow.cpp)
CombinedDoubleLayerModelGradientUpdaterParameters (class in alpenglow.cpp)
CombinedModel (class in alpenglow.cpp)
CombinedModelParameters (class in alpenglow.cpp)
CompletePastDataGenerator (class in alpenglow.cpp)
compute() (alpenglow.cpp.OfflineRankingComputer method)
compute_similarity_period (alpenglow.cpp.NearestNeighborModelUpdaterParameters attribute)
ConditionalMetaLogger (class in alpenglow.cpp)
create() (alpenglow.cpp.TopPopContainer method)
cumulative_item_updates (alpenglow.cpp.AsymmetricFactorModelGradientUpdaterParameters attribute)
(alpenglow.cpp.SvdppModelGradientUpdaterParameters attribute)
cutoff (alpenglow.cpp.PrecisionRecallEvaluatorParameters attribute)
D
DataframeData (class in alpenglow.cpp)
(class in alpenglow.utils.DataframeData)
DataGenerator (class in alpenglow.cpp)
DataShuffler (class in alpenglow.utils.DataShuffler)
Dcg() (in module alpenglow.evaluation.DcgScore)
DcgScore() (in module alpenglow.evaluation.DcgScore)
delay (alpenglow.cpp.LearnerPeriodicDelayedWrapperParameters attribute)
delta_t (alpenglow.cpp.PowerLawRecencyParameters attribute)
DependentParameter (class in alpenglow.utils.ParameterSearch)
dimension (alpenglow.cpp.AsymmetricFactorModelParameters attribute)
(alpenglow.cpp.EigenFactorModelParameters attribute)
(alpenglow.cpp.FactorModelParameters attribute)
(alpenglow.cpp.FmModelParameters attribute)
(alpenglow.cpp.SvdppModelParameters attribute)
direction (alpenglow.cpp.NearestNeighborModelParameters attribute)
distribution (alpenglow.cpp.SamplingDataGeneratorParameters attribute)
distribution_ (alpenglow.cpp.WeightedModelStructure attribute)
E
EigenFactorModel (class in alpenglow.cpp)
EigenFactorModelParameters (class in alpenglow.cpp)
EigenFactorModelReader (class in alpenglow.cpp)
end_of_period() (alpenglow.cpp.PeriodComputer method)
entity (alpenglow.cpp.FactorRepr attribute)
erase() (alpenglow.cpp.SpMatrix method)
eta (alpenglow.cpp.RandomChoosingCombinedModelExpertUpdaterParameters attribute)
eval (alpenglow.cpp.RecDat attribute)
eval() (alpenglow.utils.ParameterSearch.DependentParameter method)
evaluate() (alpenglow.cpp.OfflineEvaluator method)
(alpenglow.cpp.PrecisionRecallEvaluator method)
evaluation_start_time (alpenglow.cpp.MemoryRankingLoggerParameters attribute)
(alpenglow.cpp.OnlineExperimentParameters attribute)
(alpenglow.cpp.OnlinePredictorParameters attribute)
Evaluator (class in alpenglow.cpp)
exclude_known (alpenglow.cpp.OnlineExperimentParameters attribute)
(alpenglow.cpp.RankComputerParameters attribute)
(alpenglow.cpp.ToplistCreatorParameters attribute)
experiment_termination_time (alpenglow.cpp.LegacyRecommenderDataParameters attribute)
(alpenglow.cpp.OnlineExperimentParameters attribute)
ExperimentEnvironment (class in alpenglow.cpp)
exponent (alpenglow.cpp.PowerLawRecencyParameters attribute)
ExternalModel (class in alpenglow.cpp)
ExternalModelExperiment (class in alpenglow.experiments.ExternalModelExperiment)
ExternalModelParameters (class in alpenglow.cpp)
F
FactorExperiment (class in alpenglow.experiments.FactorExperiment)
FactorModel (class in alpenglow.cpp)
(class in alpenglow.offline.models.FactorModel)
FactorModelGlobalRankingScoreIterator (class in alpenglow.cpp)
FactorModelGradientUpdater (class in alpenglow.cpp)
FactorModelGradientUpdaterParameters (class in alpenglow.cpp)
FactorModelParameters (class in alpenglow.cpp)
FactorModelReader (class in alpenglow.cpp)
FactorModelUpdater (class in alpenglow.cpp)
FactorRepr (class in alpenglow.cpp)
factors (alpenglow.cpp.FactorRepr attribute)
file_name (alpenglow.cpp.LegacyRecommenderDataParameters attribute)
(alpenglow.cpp.OnlinePredictorParameters attribute)
FileSparseAttributeContainer (class in alpenglow.cpp)
filter_freq_updates (alpenglow.cpp.TransitionProbabilityModelUpdaterParameters attribute)
filter_repeats (alpenglow.cpp.UniformNegativeSampleGeneratorParameters attribute)
fit() (alpenglow.cpp.OfflineEigenFactorModelALSLearner method)
(alpenglow.cpp.OfflineExternalModelLearner method)
(alpenglow.cpp.OfflineIteratingOnlineLearnerWrapper method)
(alpenglow.cpp.OfflineLearner method)
(alpenglow.offline.OfflineModel.OfflineModel method)
FmExperiment (class in alpenglow.experiments.FmExperiment)
FmModel (class in alpenglow.cpp)
FmModelParameters (class in alpenglow.cpp)
FmModelUpdater (class in alpenglow.cpp)
FmModelUpdaterParameters (class in alpenglow.cpp)
G
gamma (alpenglow.cpp.AsymmetricFactorModelParameters attribute)
(alpenglow.cpp.NearestNeighborModelParameters attribute)
(alpenglow.cpp.SvdppModelParameters attribute)
gamma_threshold (alpenglow.cpp.NearestNeighborModelParameters attribute)
generate() (alpenglow.cpp.PooledPositiveSampleGenerator method)
(alpenglow.cpp.UniformNegativeSampleGenerator method)
generate_recommender_data() (alpenglow.cpp.CompletePastDataGenerator method)
(alpenglow.cpp.DataGenerator method)
(alpenglow.cpp.SamplingDataGenerator method)
(alpenglow.cpp.TimeframeDataGenerator method)
geometric_param (alpenglow.cpp.SamplingDataGeneratorParameters attribute)
get() (alpenglow.cpp.Bias method)
(alpenglow.cpp.DataframeData method)
(alpenglow.cpp.PopContainer method)
(alpenglow.cpp.PowerLawRecency method)
(alpenglow.cpp.Random method)
(alpenglow.cpp.RandomIterator method)
(alpenglow.cpp.RandomOnlineIterator method)
(alpenglow.cpp.Recency method)
(alpenglow.cpp.RecommenderData method)
(alpenglow.cpp.RecommenderDataIterator method)
(alpenglow.cpp.ShuffleIterator method)
(alpenglow.cpp.SimpleIterator method)
(alpenglow.cpp.SpMatrix method)
get_actual() (alpenglow.cpp.RandomIterator method)
(alpenglow.cpp.RandomOnlineIterator method)
(alpenglow.cpp.RecommenderDataIterator method)
(alpenglow.cpp.ShuffleIterator method)
(alpenglow.cpp.SimpleIterator method)
get_all_items() (alpenglow.cpp.RecommenderData method)
get_all_users() (alpenglow.cpp.RecommenderData method)
get_and_clean() (alpenglow.Getter.MetaGetter method)
get_arctg() (alpenglow.cpp.Random method)
get_boolean() (alpenglow.cpp.Random method)
get_counter() (alpenglow.cpp.RecommenderDataIterator method)
get_discrete() (alpenglow.cpp.Random method)
get_evaluation_start_time() (alpenglow.cpp.ExperimentEnvironment method)
get_exclude_known() (alpenglow.cpp.ExperimentEnvironment method)
get_experiment_termination_time() (alpenglow.cpp.ExperimentEnvironment method)
get_following_timestamp() (alpenglow.cpp.RandomIterator method)
(alpenglow.cpp.RandomOnlineIterator method)
(alpenglow.cpp.RecommenderDataIterator method)
(alpenglow.cpp.ShuffleIterator method)
(alpenglow.cpp.SimpleIterator method)
get_full_matrix() (alpenglow.cpp.RecommenderData method)
get_future() (alpenglow.cpp.RandomIterator method)
(alpenglow.cpp.RandomOnlineIterator method)
(alpenglow.cpp.RecommenderDataIterator method)
(alpenglow.cpp.ShuffleIterator method)
(alpenglow.cpp.SimpleIterator method)
get_geometric() (alpenglow.cpp.Random method)
get_global_items() (alpenglow.cpp.FactorModelGlobalRankingScoreIterator method)
get_global_users() (alpenglow.cpp.FactorModelGlobalRankingScoreIterator method)
get_gradient() (alpenglow.cpp.ObjectiveListWise method)
(alpenglow.cpp.ObjectiveMSE method)
(alpenglow.cpp.ObjectivePointWise method)
get_implicit_train_data() (alpenglow.cpp.PooledPositiveSampleGenerator method)
get_initialize_all() (alpenglow.cpp.ExperimentEnvironment method)
get_item() (alpenglow.cpp.TopPopContainer method)
get_items() (alpenglow.cpp.ExperimentEnvironment method)
get_items_into() (alpenglow.cpp.RecommenderData method)
get_linear() (alpenglow.cpp.Random method)
get_loss() (alpenglow.cpp.Evaluator method)
get_max_attribute_index() (alpenglow.cpp.SparseAttributeContainer method)
get_max_item_id() (alpenglow.cpp.ExperimentEnvironment method)
(alpenglow.cpp.RecommenderData method)
get_max_user_id() (alpenglow.cpp.ExperimentEnvironment method)
(alpenglow.cpp.RecommenderData method)
get_period_num() (alpenglow.cpp.PeriodComputer method)
get_popularity_container() (alpenglow.cpp.ExperimentEnvironment method)
get_popularity_sorted_container() (alpenglow.cpp.ExperimentEnvironment method)
get_predictions() (alpenglow.cpp.PredictionLogger method)
(alpenglow.OnlineExperiment.OnlineExperiment method)
get_rank() (alpenglow.cpp.RankComputer method)
get_ranking_logs() (alpenglow.cpp.MemoryRankingLogger method)
get_rec_data() (alpenglow.cpp.RecommenderData method)
get_recommender_data_iterator() (alpenglow.cpp.ExperimentEnvironment method)
get_score() (alpenglow.cpp.Evaluator method)
get_time() (alpenglow.cpp.ExperimentEnvironment method)
get_top_k() (alpenglow.cpp.ExperimentEnvironment method)
get_top_list() (alpenglow.cpp.TopListRecommender method)
(alpenglow.PythonModel.SubToplistModel method)
get_train_matrix() (alpenglow.cpp.ExperimentEnvironment method)
get_users() (alpenglow.cpp.ExperimentEnvironment method)
get_users_into() (alpenglow.cpp.RecommenderData method)
get_whitelist() (alpenglow.cpp.AvailabilityFilter method)
(alpenglow.cpp.LabelFilter method)
(alpenglow.cpp.WhitelistFilter method)
Getter (class in alpenglow.Getter)
global_learning_rate (alpenglow.cpp.CombinedDoubleLayerModelGradientUpdaterParameters attribute)
global_regularization_rate (alpenglow.cpp.CombinedDoubleLayerModelGradientUpdaterParameters attribute)
GlobalRankingScoreIterator (class in alpenglow.cpp)
GradientComputer (class in alpenglow.cpp)
GradientComputerPointWise (class in alpenglow.cpp)
H
has_next() (alpenglow.cpp.RecommenderDataIterator method)
has_value() (alpenglow.cpp.SpMatrix method)
history_weight (alpenglow.cpp.SvdppModelParameters attribute)
I
id (alpenglow.cpp.RankingLog attribute)
(alpenglow.cpp.RecDat attribute)
ids (alpenglow.cpp.OnlinePredictions attribute)
implicit (alpenglow.cpp.OfflineEigenFactorModelALSLearnerParameters attribute)
in_name_base (alpenglow.cpp.OfflineExternalModelLearnerParameters attribute)
increase() (alpenglow.cpp.PopContainer method)
(alpenglow.cpp.SpMatrix method)
(alpenglow.cpp.TopPopContainer method)
init() (alpenglow.cpp.Bias method)
initial_threshold (alpenglow.cpp.ToplistCreatorGlobalParameters attribute)
Initializable (class in alpenglow.cpp)
initialize() (alpenglow.cpp.Initializable method)
initialize_all (alpenglow.cpp.AsymmetricFactorModelParameters attribute)
(alpenglow.cpp.FactorModelParameters attribute)
(alpenglow.cpp.OnlineExperimentParameters attribute)
(alpenglow.cpp.SvdppModelParameters attribute)
initialize_all() (alpenglow.Getter.MetaGetter method)
inject_experiment_environment_into() (alpenglow.cpp.OnlineExperiment method)
inject_wms_into() (alpenglow.cpp.RandomChoosingCombinedModel method)
(alpenglow.cpp.ToplistCombinationModel method)
InlineAttributeReader (class in alpenglow.cpp)
InputLogger (class in alpenglow.cpp)
InputLoggerParameters (class in alpenglow.cpp)
insert() (alpenglow.cpp.SpMatrix method)
InterruptLogger (class in alpenglow.cpp)
is_first_occurrence_of_item() (alpenglow.cpp.ExperimentEnvironment method)
is_first_occurrence_of_user() (alpenglow.cpp.ExperimentEnvironment method)
is_initialized() (alpenglow.cpp.Initializable method)
(alpenglow.cpp.WeightedModelStructure method)
is_item_existent() (alpenglow.cpp.ExperimentEnvironment method)
is_item_new_for_user() (alpenglow.cpp.ExperimentEnvironment method)
is_new_item() (alpenglow.cpp.ExperimentEnvironment method)
is_new_user() (alpenglow.cpp.ExperimentEnvironment method)
is_user_existing() (alpenglow.cpp.ExperimentEnvironment method)
item (alpenglow.cpp.RankingLog attribute)
(alpenglow.cpp.RecDat attribute)
item_attributes (alpenglow.cpp.FmModelParameters attribute)
item_factors (alpenglow.cpp.UserItemFactors attribute)
items (alpenglow.cpp.OfflinePredictions attribute)
(alpenglow.cpp.OnlinePredictions attribute)
(alpenglow.Getter.Getter attribute)
iterate() (alpenglow.cpp.OfflineEigenFactorModelALSLearner method)
iterator_get_next_() (alpenglow.cpp.PythonRankingIteratorModel method)
(alpenglow.PythonModel.SubRankingIteratorModel method)
iterator_has_next_() (alpenglow.cpp.PythonRankingIteratorModel method)
(alpenglow.PythonModel.SubRankingIteratorModel method)
L
label_file_name (alpenglow.cpp.LabelFilterParameters attribute)
(alpenglow.cpp.TransitionProbabilityModelUpdaterParameters attribute)
label_transition_mode (alpenglow.cpp.TransitionProbabilityModelUpdaterParameters attribute)
LabelFilter (class in alpenglow.cpp)
LabelFilterParameters (class in alpenglow.cpp)
learn (alpenglow.cpp.PeriodicOfflineLearnerWrapperParameters attribute)
LearnerPeriodicDelayedWrapper (class in alpenglow.cpp)
LearnerPeriodicDelayedWrapperParameters (class in alpenglow.cpp)
learning_rate (alpenglow.cpp.AsymmetricFactorModelGradientUpdaterParameters attribute)
(alpenglow.cpp.CombinedDoubleLayerModelGradientUpdaterParameters attribute)
(alpenglow.cpp.FactorModelGradientUpdaterParameters attribute)
(alpenglow.cpp.FmModelUpdaterParameters attribute)
(alpenglow.cpp.SvdppModelGradientUpdaterParameters attribute)
learning_rate_bias (alpenglow.cpp.FactorModelGradientUpdaterParameters attribute)
LegacyRecommenderData (class in alpenglow.cpp)
LegacyRecommenderDataParameters (class in alpenglow.cpp)
lemp_bucket_size (alpenglow.cpp.EigenFactorModelParameters attribute)
(alpenglow.cpp.FactorModelParameters attribute)
ListConditionalMetaLogger (class in alpenglow.cpp)
ListConditionalMetaLoggerParameters (class in alpenglow.cpp)
load_from_file() (alpenglow.cpp.FileSparseAttributeContainer method)
log_file_name (alpenglow.cpp.CombinedModelParameters attribute)
log_frequency (alpenglow.cpp.CombinedModelParameters attribute)
Logger (class in alpenglow.cpp)
logs (alpenglow.cpp.RankingLogs attribute)
loss_type (alpenglow.cpp.RandomChoosingCombinedModelExpertUpdaterParameters attribute)
M
MassPredictor (class in alpenglow.cpp)
max_item (alpenglow.cpp.AsymmetricFactorModelParameters attribute)
(alpenglow.cpp.FactorModelParameters attribute)
(alpenglow.cpp.OnlineExperimentParameters attribute)
(alpenglow.cpp.SvdppModelParameters attribute)
max_user (alpenglow.cpp.FactorModelParameters attribute)
(alpenglow.cpp.OnlineExperimentParameters attribute)
(alpenglow.cpp.SvdppModelParameters attribute)
memory_log (alpenglow.cpp.MemoryRankingLoggerParameters attribute)
MemoryRankingLogger (class in alpenglow.cpp)
MemoryRankingLoggerParameters (class in alpenglow.cpp)
MemoryUsageLogger (class in alpenglow.cpp)
MetaGetter (class in alpenglow.Getter)
mode (alpenglow.cpp.ExternalModelParameters attribute)
(alpenglow.cpp.OfflineExternalModelLearnerParameters attribute)
(alpenglow.cpp.TransitionProbabilityModelUpdaterParameters attribute)
Model (class in alpenglow.cpp)
ModelGradientUpdater (class in alpenglow.cpp)
ModelMultiUpdater (class in alpenglow.cpp)
models_ (alpenglow.cpp.WeightedModelStructure attribute)
module
alpenglow
alpenglow.evaluation
alpenglow.evaluation.DcgScore
alpenglow.evaluation.MseScore
alpenglow.evaluation.PrecisionScore
alpenglow.evaluation.RecallScore
alpenglow.evaluation.RrScore
alpenglow.experiments
alpenglow.experiments.ALSFactorExperiment
alpenglow.experiments.ALSOnlineFactorExperiment
alpenglow.experiments.AsymmetricFactorExperiment
alpenglow.experiments.BatchAndOnlineFactorExperiment
alpenglow.experiments.BatchFactorExperiment
alpenglow.experiments.ExternalModelExperiment
alpenglow.experiments.FactorExperiment
alpenglow.experiments.FmExperiment
alpenglow.experiments.NearestNeighborExperiment
alpenglow.experiments.OldFactorExperiment
alpenglow.experiments.PersonalPopularityExperiment
alpenglow.experiments.PopularityExperiment
alpenglow.experiments.PopularityTimeframeExperiment
alpenglow.experiments.PosSamplingFactorExperiment
alpenglow.experiments.SvdppExperiment
alpenglow.experiments.TransitionProbabilityExperiment
alpenglow.Getter
alpenglow.offline
alpenglow.offline.evaluation
alpenglow.offline.evaluation.NdcgScore
alpenglow.offline.evaluation.PrecisionScore
alpenglow.offline.evaluation.RecallScore
alpenglow.offline.models
alpenglow.offline.models.ALSFactorModel
alpenglow.offline.models.AsymmetricFactorModel
alpenglow.offline.models.FactorModel
alpenglow.offline.models.NearestNeighborModel
alpenglow.offline.models.PopularityModel
alpenglow.offline.models.SvdppModel
alpenglow.offline.OfflineModel
alpenglow.OnlineExperiment
alpenglow.ParameterDefaults
alpenglow.PythonModel
alpenglow.utils
alpenglow.utils.AvailabilityFilter
alpenglow.utils.DataframeData
alpenglow.utils.DataShuffler
alpenglow.utils.FactorModelReader
alpenglow.utils.ParameterSearch
alpenglow.utils.ThreadedParameterSearch
MseScore() (in module alpenglow.evaluation.MseScore)
N
NdcgScore() (in module alpenglow.offline.evaluation.NdcgScore)
NearestNeighborExperiment (class in alpenglow.experiments.NearestNeighborExperiment)
NearestNeighborModel (class in alpenglow.cpp)
(class in alpenglow.offline.models.NearestNeighborModel)
NearestNeighborModelParameters (class in alpenglow.cpp)
NearestNeighborModelUpdater (class in alpenglow.cpp)
NearestNeighborModelUpdaterParameters (class in alpenglow.cpp)
NeedsExperimentEnvironment (class in alpenglow.cpp)
negative_rate (alpenglow.cpp.UniformNegativeSampleGeneratorParameters attribute)
NegativeSampleGenerator (class in alpenglow.cpp)
next() (alpenglow.cpp.RandomIterator method)
(alpenglow.cpp.RandomOnlineIterator method)
(alpenglow.cpp.RecommenderDataIterator method)
(alpenglow.cpp.ShuffleIterator method)
(alpenglow.cpp.SimpleIterator method)
norm (alpenglow.cpp.NearestNeighborModelParameters attribute)
norm_type (alpenglow.cpp.AsymmetricFactorModelParameters attribute)
(alpenglow.cpp.SvdppModelParameters attribute)
num_of_neighbors (alpenglow.cpp.NearestNeighborModelParameters attribute)
number_of_iterations (alpenglow.cpp.OfflineEigenFactorModelALSLearnerParameters attribute)
(alpenglow.cpp.OfflineIteratingOnlineLearnerWrapperParameters attribute)
number_of_samples (alpenglow.cpp.SamplingDataGeneratorParameters attribute)
O
ObjectiveListWise (class in alpenglow.cpp)
ObjectiveMSE (class in alpenglow.cpp)
ObjectivePairWise (class in alpenglow.cpp)
ObjectivePointWise (class in alpenglow.cpp)
OfflineEigenFactorModelALSLearner (class in alpenglow.cpp)
OfflineEigenFactorModelALSLearnerParameters (class in alpenglow.cpp)
OfflineEvaluator (class in alpenglow.cpp)
OfflineExternalModelLearner (class in alpenglow.cpp)
OfflineExternalModelLearnerParameters (class in alpenglow.cpp)
OfflineIteratingOnlineLearnerWrapper (class in alpenglow.cpp)
OfflineIteratingOnlineLearnerWrapperParameters (class in alpenglow.cpp)
OfflineLearner (class in alpenglow.cpp)
OfflineModel (class in alpenglow.offline.OfflineModel)
OfflinePredictions (class in alpenglow.cpp)
OfflineRankingComputer (class in alpenglow.cpp)
OfflineRankingComputerParameters (class in alpenglow.cpp)
OldFactorExperiment (class in alpenglow.experiments.OldFactorExperiment)
OnlineExperiment (class in alpenglow.cpp)
(class in alpenglow.OnlineExperiment)
OnlineExperimentParameters (class in alpenglow.cpp)
OnlinePredictions (class in alpenglow.cpp)
OnlinePredictor (class in alpenglow.cpp)
OnlinePredictorParameters (class in alpenglow.cpp)
out_file (alpenglow.cpp.MemoryRankingLoggerParameters attribute)
out_name_base (alpenglow.cpp.OfflineExternalModelLearnerParameters attribute)
output_file (alpenglow.cpp.InputLoggerParameters attribute)
P
parameter_default() (alpenglow.ParameterDefaults.ParameterDefaults method)
parameter_defaults() (alpenglow.ParameterDefaults.ParameterDefaults method)
ParameterDefaults (class in alpenglow.ParameterDefaults)
ParameterSearch (class in alpenglow.utils.ParameterSearch)
period (alpenglow.cpp.LearnerPeriodicDelayedWrapperParameters attribute)
period_length (alpenglow.cpp.PeriodComputerParameters attribute)
(alpenglow.cpp.TransitionModelLoggerParameters attribute)
period_mode (alpenglow.cpp.NearestNeighborModelUpdaterParameters attribute)
(alpenglow.cpp.PeriodComputerParameters attribute)
PeriodComputer (class in alpenglow.cpp)
PeriodComputerParameters (class in alpenglow.cpp)
PeriodicOfflineLearnerWrapper (class in alpenglow.cpp)
PeriodicOfflineLearnerWrapperParameters (class in alpenglow.cpp)
PersonalPopularityExperiment (class in alpenglow.experiments.PersonalPopularityExperiment)
PersonalPopularityModel (class in alpenglow.cpp)
PersonalPopularityModelUpdater (class in alpenglow.cpp)
pool_size (alpenglow.cpp.PooledPositiveSampleGeneratorParameters attribute)
PooledPositiveSampleGenerator (class in alpenglow.cpp)
PooledPositiveSampleGeneratorParameters (class in alpenglow.cpp)
PopContainer (class in alpenglow.cpp)
PopularityExperiment (class in alpenglow.experiments.PopularityExperiment)
PopularityModel (class in alpenglow.cpp)
(class in alpenglow.offline.models.PopularityModel)
PopularityModelUpdater (class in alpenglow.cpp)
PopularityTimeframeExperiment (class in alpenglow.experiments.PopularityTimeframeExperiment)
PopularityTimeFrameModelUpdater (class in alpenglow.cpp)
PopularityTimeFrameModelUpdaterParameters (class in alpenglow.cpp)
positive_rate (alpenglow.cpp.PooledPositiveSampleGeneratorParameters attribute)
PosSamplingFactorExperiment (class in alpenglow.experiments.PosSamplingFactorExperiment)
PowerLawRecency (class in alpenglow.cpp)
PowerLawRecencyParameters (class in alpenglow.cpp)
Precision() (in module alpenglow.evaluation.PrecisionScore)
PrecisionRecallEvaluator (class in alpenglow.cpp)
PrecisionRecallEvaluatorParameters (class in alpenglow.cpp)
PrecisionScore() (in module alpenglow.evaluation.PrecisionScore)
(in module alpenglow.offline.evaluation.PrecisionScore)
predict() (alpenglow.cpp.MassPredictor method)
(alpenglow.offline.OfflineModel.OfflineModel method)
prediction (alpenglow.cpp.RankingLog attribute)
(alpenglow.cpp.RecPred attribute)
prediction() (alpenglow.cpp.AsymmetricFactorModel method)
(alpenglow.cpp.CombinedModel method)
(alpenglow.cpp.EigenFactorModel method)
(alpenglow.cpp.ExternalModel method)
(alpenglow.cpp.FactorModel method)
(alpenglow.cpp.FmModel method)
(alpenglow.cpp.Model method)
(alpenglow.cpp.NearestNeighborModel method)
(alpenglow.cpp.PersonalPopularityModel method)
(alpenglow.cpp.PopularityModel method)
(alpenglow.cpp.RandomChoosingCombinedModel method)
(alpenglow.cpp.SvdppModel method)
(alpenglow.cpp.ToplistCombinationModel method)
(alpenglow.cpp.TransitionProbabilityModel method)
(alpenglow.cpp.WhitelistFilter2ModelAdapter method)
(alpenglow.PythonModel.SubModel method)
(alpenglow.PythonModel.SubRankingIteratorModel method)
(alpenglow.PythonModel.SubToplistModel method)
PredictionLogger (class in alpenglow.cpp)
ProceedingLogger (class in alpenglow.cpp)
PythonModel (class in alpenglow.cpp)
PythonRankingIteratorModel (class in alpenglow.cpp)
PythonToplistModel (class in alpenglow.cpp)
R
Random (class in alpenglow.cpp)
random_seed (alpenglow.cpp.MemoryRankingLoggerParameters attribute)
(alpenglow.cpp.OnlineExperimentParameters attribute)
(alpenglow.cpp.RankComputerParameters attribute)
RandomChoosingCombinedModel (class in alpenglow.cpp)
RandomChoosingCombinedModelExpertUpdater (class in alpenglow.cpp)
RandomChoosingCombinedModelExpertUpdaterParameters (class in alpenglow.cpp)
RandomChoosingCombinedModelParameters (class in alpenglow.cpp)
RandomIterator (class in alpenglow.cpp)
RandomIteratorParameters (class in alpenglow.cpp)
RandomOnlineIterator (class in alpenglow.cpp)
RandomOnlineIteratorParameters (class in alpenglow.cpp)
rank (alpenglow.cpp.RankingLog attribute)
RankComputer (class in alpenglow.cpp)
RankComputerParameters (class in alpenglow.cpp)
RankingLog (class in alpenglow.cpp)
RankingLogs (class in alpenglow.cpp)
RankingScoreIteratorProvider (class in alpenglow.cpp)
ranks (alpenglow.cpp.OfflinePredictions attribute)
(alpenglow.cpp.OnlinePredictions attribute)
read() (alpenglow.cpp.EigenFactorModelReader method)
(alpenglow.cpp.FactorModelReader method)
(alpenglow.cpp.Model method)
read_attribute() (alpenglow.cpp.InlineAttributeReader method)
read_from_file() (alpenglow.cpp.LegacyRecommenderData method)
(alpenglow.cpp.SpMatrix method)
read_model (alpenglow.cpp.PeriodicOfflineLearnerWrapperParameters attribute)
read_predictions() (alpenglow.cpp.ExternalModel method)
readEigenFactorModel() (in module alpenglow.utils.FactorModelReader)
readFactorModel() (in module alpenglow.utils.FactorModelReader)
Recall() (in module alpenglow.evaluation.RecallScore)
RecallScore() (in module alpenglow.evaluation.RecallScore)
(in module alpenglow.offline.evaluation.RecallScore)
RecDat (class in alpenglow.cpp)
Recency (class in alpenglow.cpp)
recommend() (alpenglow.offline.OfflineModel.OfflineModel method)
RecommenderData (class in alpenglow.cpp)
RecommenderDataIterator (class in alpenglow.cpp)
RecPred (class in alpenglow.cpp)
reduce() (alpenglow.cpp.PopContainer method)
regularization_lambda (alpenglow.cpp.OfflineEigenFactorModelALSLearnerParameters attribute)
regularization_rate (alpenglow.cpp.CombinedDoubleLayerModelGradientUpdaterParameters attribute)
(alpenglow.cpp.FactorModelGradientUpdaterParameters attribute)
regularization_rate_bias (alpenglow.cpp.FactorModelGradientUpdaterParameters attribute)
resize() (alpenglow.cpp.EigenFactorModel method)
(alpenglow.cpp.SpMatrix method)
restart() (alpenglow.cpp.RandomIterator method)
(alpenglow.cpp.RecommenderDataIterator method)
row_size() (alpenglow.cpp.SpMatrix method)
Rr() (in module alpenglow.evaluation.RrScore)
RrScore() (in module alpenglow.evaluation.RrScore)
run() (alpenglow.cpp.ConditionalMetaLogger method)
(alpenglow.cpp.FactorModelGlobalRankingScoreIterator method)
(alpenglow.cpp.GlobalRankingScoreIterator method)
(alpenglow.cpp.InputLogger method)
(alpenglow.cpp.InterruptLogger method)
(alpenglow.cpp.Logger method)
(alpenglow.cpp.MemoryRankingLogger method)
(alpenglow.cpp.MemoryUsageLogger method)
(alpenglow.cpp.OnlineExperiment method)
(alpenglow.cpp.OnlinePredictor method)
(alpenglow.cpp.PredictionLogger method)
(alpenglow.cpp.ProceedingLogger method)
(alpenglow.cpp.ToplistCreator method)
(alpenglow.cpp.ToplistCreatorGlobal method)
(alpenglow.cpp.ToplistCreatorPersonalized method)
(alpenglow.cpp.TransitionModelLogger method)
(alpenglow.OnlineExperiment.OnlineExperiment method)
(alpenglow.utils.DataShuffler.DataShuffler method)
(alpenglow.utils.ParameterSearch.ParameterSearch method)
(alpenglow.utils.ThreadedParameterSearch.ThreadedParameterSearch method)
run_self_test() (alpenglow.Getter.MetaGetter method)
S
SamplingDataGenerator (class in alpenglow.cpp)
SamplingDataGeneratorParameters (class in alpenglow.cpp)
score (alpenglow.cpp.RankingLog attribute)
(alpenglow.cpp.RecDat attribute)
(alpenglow.cpp.RecPred attribute)
scores (alpenglow.cpp.OfflinePredictions attribute)
(alpenglow.cpp.OnlinePredictions attribute)
seed (alpenglow.cpp.AsymmetricFactorModelParameters attribute)
(alpenglow.cpp.EigenFactorModelParameters attribute)
(alpenglow.cpp.FactorModelParameters attribute)
(alpenglow.cpp.FmModelParameters attribute)
(alpenglow.cpp.OfflineIteratingOnlineLearnerWrapperParameters attribute)
(alpenglow.cpp.PooledPositiveSampleGeneratorParameters attribute)
(alpenglow.cpp.RandomChoosingCombinedModelParameters attribute)
(alpenglow.cpp.RandomIteratorParameters attribute)
(alpenglow.cpp.RandomOnlineIteratorParameters attribute)
(alpenglow.cpp.SamplingDataGeneratorParameters attribute)
(alpenglow.cpp.ShuffleIteratorParameters attribute)
(alpenglow.cpp.SvdppModelParameters attribute)
(alpenglow.cpp.ToplistCombinationModelParameters attribute)
(alpenglow.cpp.UniformNegativeSampleGeneratorParameters attribute)
self_test() (alpenglow.cpp.AsymmetricFactorModel method)
(alpenglow.cpp.AsymmetricFactorModelGradientUpdater method)
(alpenglow.cpp.AsymmetricFactorModelUpdater method)
(alpenglow.cpp.AvailabilityFilter method)
(alpenglow.cpp.CombinedDoubleLayerModelGradientUpdater method)
(alpenglow.cpp.CompletePastDataGenerator method)
(alpenglow.cpp.ConditionalMetaLogger method)
(alpenglow.cpp.DataGenerator method)
(alpenglow.cpp.EigenFactorModel method)
(alpenglow.cpp.Evaluator method)
(alpenglow.cpp.ExperimentEnvironment method)
(alpenglow.cpp.ExternalModel method)
(alpenglow.cpp.FactorModel method)
(alpenglow.cpp.FactorModelGlobalRankingScoreIterator method)
(alpenglow.cpp.FactorModelGradientUpdater method)
(alpenglow.cpp.FactorModelUpdater method)
(alpenglow.cpp.FmModel method)
(alpenglow.cpp.FmModelUpdater method)
(alpenglow.cpp.GlobalRankingScoreIterator method)
(alpenglow.cpp.GradientComputer method)
(alpenglow.cpp.GradientComputerPointWise method)
(alpenglow.cpp.InlineAttributeReader method)
(alpenglow.cpp.InputLogger method)
(alpenglow.cpp.LabelFilter method)
(alpenglow.cpp.LearnerPeriodicDelayedWrapper method)
(alpenglow.cpp.Logger method)
(alpenglow.cpp.MemoryRankingLogger method)
(alpenglow.cpp.MemoryUsageLogger method)
(alpenglow.cpp.Model method)
(alpenglow.cpp.ModelGradientUpdater method)
(alpenglow.cpp.ModelMultiUpdater method)
(alpenglow.cpp.NearestNeighborModel method)
(alpenglow.cpp.NearestNeighborModelUpdater method)
(alpenglow.cpp.NegativeSampleGenerator method)
(alpenglow.cpp.ObjectiveListWise method)
(alpenglow.cpp.ObjectivePairWise method)
(alpenglow.cpp.ObjectivePointWise method)
(alpenglow.cpp.OfflineEigenFactorModelALSLearner method)
(alpenglow.cpp.OfflineEvaluator method)
(alpenglow.cpp.OfflineIteratingOnlineLearnerWrapper method)
(alpenglow.cpp.OfflineLearner method)
(alpenglow.cpp.OnlineExperiment method)
(alpenglow.cpp.OnlinePredictor method)
(alpenglow.cpp.PeriodComputer method)
(alpenglow.cpp.PeriodicOfflineLearnerWrapper method)
(alpenglow.cpp.PersonalPopularityModelUpdater method)
(alpenglow.cpp.PooledPositiveSampleGenerator method)
(alpenglow.cpp.PopularityModelUpdater method)
(alpenglow.cpp.PopularityTimeFrameModelUpdater method)
(alpenglow.cpp.PrecisionRecallEvaluator method)
(alpenglow.cpp.PredictionLogger method)
(alpenglow.cpp.ProceedingLogger method)
(alpenglow.cpp.Random method)
(alpenglow.cpp.RandomChoosingCombinedModel method)
(alpenglow.cpp.RandomChoosingCombinedModelExpertUpdater method)
(alpenglow.cpp.RandomIterator method)
(alpenglow.cpp.RandomOnlineIterator method)
(alpenglow.cpp.RankComputer method)
(alpenglow.cpp.RecommenderDataIterator method)
(alpenglow.cpp.SamplingDataGenerator method)
(alpenglow.cpp.ShuffleIterator method)
(alpenglow.cpp.SimilarityModel method)
(alpenglow.cpp.SvdppModel method)
(alpenglow.cpp.SvdppModelGradientUpdater method)
(alpenglow.cpp.SvdppModelUpdater method)
(alpenglow.cpp.TimeframeDataGenerator method)
(alpenglow.cpp.ToplistCombinationModel method)
(alpenglow.cpp.ToplistCreator method)
(alpenglow.cpp.ToplistCreatorGlobal method)
(alpenglow.cpp.ToplistCreatorPersonalized method)
(alpenglow.cpp.TransitionModelLogger method)
(alpenglow.cpp.TransitionProbabilityModel method)
(alpenglow.cpp.TransitionProbabilityModelUpdater method)
(alpenglow.cpp.UniformNegativeSampleGenerator method)
(alpenglow.cpp.Updater method)
(alpenglow.cpp.WhitelistFilter2ModelAdapter method)
SelfUpdatingModel (class in alpenglow.PythonModel)
set() (alpenglow.cpp.Random method)
set_attribute_container() (alpenglow.cpp.LegacyRecommenderData method)
set_copy_from_model() (alpenglow.cpp.OfflineEigenFactorModelALSLearner method)
set_copy_to_model() (alpenglow.cpp.OfflineEigenFactorModelALSLearner method)
set_data_generator() (alpenglow.cpp.PeriodicOfflineLearnerWrapper method)
set_data_iterator() (alpenglow.cpp.MemoryUsageLogger method)
(alpenglow.cpp.ProceedingLogger method)
set_experiment_environment() (alpenglow.cpp.FactorModelGlobalRankingScoreIterator method)
(alpenglow.cpp.NeedsExperimentEnvironment method)
(alpenglow.cpp.RandomChoosingCombinedModelExpertUpdater method)
(alpenglow.Getter.MetaGetter method)
set_filter() (alpenglow.cpp.ToplistCreatorGlobal method)
set_item_recency() (alpenglow.cpp.FactorModel method)
set_items() (alpenglow.cpp.FactorModelGlobalRankingScoreIterator method)
(alpenglow.cpp.MemoryRankingLogger method)
(alpenglow.cpp.OfflineRankingComputer method)
(alpenglow.cpp.RankComputer method)
(alpenglow.cpp.ToplistCreator method)
(alpenglow.cpp.UniformNegativeSampleGenerator method)
set_logger() (alpenglow.cpp.ConditionalMetaLogger method)
set_model() (alpenglow.cpp.AsymmetricFactorModelGradientUpdater method)
(alpenglow.cpp.AsymmetricFactorModelUpdater method)
(alpenglow.cpp.CombinedDoubleLayerModelGradientUpdater method)
(alpenglow.cpp.FactorModelGlobalRankingScoreIterator method)
(alpenglow.cpp.FactorModelGradientUpdater method)
(alpenglow.cpp.FactorModelUpdater method)
(alpenglow.cpp.FmModelUpdater method)
(alpenglow.cpp.GradientComputer method)
(alpenglow.cpp.MassPredictor method)
(alpenglow.cpp.MemoryRankingLogger method)
(alpenglow.cpp.NearestNeighborModelUpdater method)
(alpenglow.cpp.OfflineEigenFactorModelALSLearner method)
(alpenglow.cpp.OfflineExternalModelLearner method)
(alpenglow.cpp.PeriodicOfflineLearnerWrapper method)
(alpenglow.cpp.PersonalPopularityModelUpdater method)
(alpenglow.cpp.PopularityModelUpdater method)
(alpenglow.cpp.PopularityTimeFrameModelUpdater method)
(alpenglow.cpp.PrecisionRecallEvaluator method)
(alpenglow.cpp.RankComputer method)
(alpenglow.cpp.SvdppModelGradientUpdater method)
(alpenglow.cpp.SvdppModelUpdater method)
(alpenglow.cpp.ToplistCreator method)
(alpenglow.cpp.TransitionModelLogger method)
(alpenglow.cpp.TransitionProbabilityModelUpdater method)
(alpenglow.cpp.WhitelistFilter2ModelAdapter method)
set_objective() (alpenglow.cpp.GradientComputerPointWise method)
set_parameter() (alpenglow.ParameterDefaults.ParameterDefaults method)
set_parameter_values() (alpenglow.utils.ParameterSearch.ParameterSearch method)
set_parameters() (alpenglow.cpp.ExperimentEnvironment method)
(alpenglow.cpp.PeriodComputer method)
(alpenglow.cpp.RankComputer method)
set_period_computer() (alpenglow.cpp.PeriodicOfflineLearnerWrapper method)
set_pop_container() (alpenglow.cpp.TransitionModelLogger method)
set_prediction_creator() (alpenglow.cpp.OnlinePredictor method)
(alpenglow.cpp.PredictionLogger method)
set_ranking_logs() (alpenglow.cpp.MemoryRankingLogger method)
set_rec_data() (alpenglow.cpp.RecommenderData method)
set_recommender_data() (alpenglow.cpp.RecommenderDataIterator method)
set_recommender_data_iterator() (alpenglow.cpp.CompletePastDataGenerator method)
(alpenglow.cpp.ExperimentEnvironment method)
(alpenglow.cpp.OnlineExperiment method)
(alpenglow.cpp.PeriodComputer method)
(alpenglow.cpp.SamplingDataGenerator method)
(alpenglow.cpp.TimeframeDataGenerator method)
set_top_pop_container() (alpenglow.cpp.MemoryRankingLogger method)
(alpenglow.cpp.RankComputer method)
set_toplist_creator() (alpenglow.cpp.OfflineRankingComputer method)
set_train_data() (alpenglow.cpp.PrecisionRecallEvaluator method)
set_train_matrix() (alpenglow.cpp.MemoryRankingLogger method)
(alpenglow.cpp.RankComputer method)
(alpenglow.cpp.ToplistCreator method)
(alpenglow.cpp.TransitionModelLogger method)
(alpenglow.cpp.UniformNegativeSampleGenerator method)
set_user_recency() (alpenglow.cpp.FactorModel method)
set_users() (alpenglow.cpp.FactorModelGlobalRankingScoreIterator method)
(alpenglow.cpp.OfflineRankingComputer method)
set_whitelist_filter() (alpenglow.cpp.WhitelistFilter2ModelAdapter method)
set_wms() (alpenglow.cpp.RandomChoosingCombinedModelExpertUpdater method)
(alpenglow.cpp.WMSUpdater method)
set_wrapped_learner() (alpenglow.cpp.LearnerPeriodicDelayedWrapper method)
should_run() (alpenglow.cpp.ConditionalMetaLogger method)
(alpenglow.cpp.ListConditionalMetaLogger method)
should_run_vector (alpenglow.cpp.ListConditionalMetaLoggerParameters attribute)
shuffle (alpenglow.cpp.OfflineIteratingOnlineLearnerWrapperParameters attribute)
shuffle() (alpenglow.cpp.RandomIterator method)
shuffle_mode (alpenglow.cpp.RandomIteratorParameters attribute)
ShuffleIterator (class in alpenglow.cpp)
ShuffleIteratorParameters (class in alpenglow.cpp)
similarity() (alpenglow.cpp.FactorModel method)
(alpenglow.cpp.SimilarityModel method)
SimilarityModel (class in alpenglow.cpp)
SimpleIterator (class in alpenglow.cpp)
size() (alpenglow.cpp.DataframeData method)
(alpenglow.cpp.RecommenderData method)
(alpenglow.cpp.RecommenderDataIterator method)
(alpenglow.cpp.SpMatrix method)
(alpenglow.cpp.TopPopContainer method)
SparseAttributeContainer (class in alpenglow.cpp)
SparseAttributeContainerParameters (class in alpenglow.cpp)
SpMatrix (class in alpenglow.cpp)
start_combination_learning_time (alpenglow.cpp.CombinedDoubleLayerModelGradientUpdaterParameters attribute)
start_time (alpenglow.cpp.PeriodComputerParameters attribute)
SubModel (class in alpenglow.PythonModel)
SubRankingIteratorModel (class in alpenglow.PythonModel)
SubToplistModel (class in alpenglow.PythonModel)
SubUpdater (class in alpenglow.PythonModel)
SvdppExperiment (class in alpenglow.experiments.SvdppExperiment)
SvdppModel (class in alpenglow.cpp)
(class in alpenglow.offline.models.SvdppModel)
SvdppModelGradientUpdater (class in alpenglow.cpp)
SvdppModelGradientUpdaterParameters (class in alpenglow.cpp)
SvdppModelParameters (class in alpenglow.cpp)
SvdppModelUpdater (class in alpenglow.cpp)
T
tau (alpenglow.cpp.PopularityTimeFrameModelUpdaterParameters attribute)
test_file_name (alpenglow.cpp.PrecisionRecallEvaluatorParameters attribute)
test_file_type (alpenglow.cpp.PrecisionRecallEvaluatorParameters attribute)
ThreadedParameterSearch (class in alpenglow.utils.ThreadedParameterSearch)
time (alpenglow.cpp.PrecisionRecallEvaluatorParameters attribute)
(alpenglow.cpp.RankingLog attribute)
(alpenglow.cpp.RecDat attribute)
time_frame (alpenglow.cpp.OnlinePredictorParameters attribute)
timeframe_length (alpenglow.cpp.TimeframeDataGeneratorParameters attribute)
TimeframeDataGenerator (class in alpenglow.cpp)
TimeframeDataGeneratorParameters (class in alpenglow.cpp)
timeline_logfile_name (alpenglow.cpp.TransitionModelLoggerParameters attribute)
times (alpenglow.cpp.OnlinePredictions attribute)
top_k (alpenglow.cpp.MemoryRankingLoggerParameters attribute)
(alpenglow.cpp.OfflineRankingComputerParameters attribute)
(alpenglow.cpp.OnlineExperimentParameters attribute)
(alpenglow.cpp.RandomChoosingCombinedModelExpertUpdaterParameters attribute)
(alpenglow.cpp.RankComputerParameters attribute)
(alpenglow.cpp.RankingLogs attribute)
(alpenglow.cpp.ToplistCombinationModelParameters attribute)
(alpenglow.cpp.ToplistCreatorParameters attribute)
(alpenglow.cpp.TransitionModelLoggerParameters attribute)
toplist_length_logfile_basename (alpenglow.cpp.TransitionModelLoggerParameters attribute)
ToplistCombinationModel (class in alpenglow.cpp)
ToplistCombinationModelParameters (class in alpenglow.cpp)
ToplistCreator (class in alpenglow.cpp)
ToplistCreatorGlobal (class in alpenglow.cpp)
ToplistCreatorGlobalParameters (class in alpenglow.cpp)
ToplistCreatorParameters (class in alpenglow.cpp)
ToplistCreatorPersonalized (class in alpenglow.cpp)
ToplistCreatorPersonalizedParameters (class in alpenglow.cpp)
TopListRecommender (class in alpenglow.cpp)
TopPopContainer (class in alpenglow.cpp)
TransitionModelLogger (class in alpenglow.cpp)
TransitionModelLoggerParameters (class in alpenglow.cpp)
TransitionProbabilityExperiment (class in alpenglow.experiments.TransitionProbabilityExperiment)
TransitionProbabilityModel (class in alpenglow.cpp)
TransitionProbabilityModelUpdater (class in alpenglow.cpp)
TransitionProbabilityModelUpdaterParameters (class in alpenglow.cpp)
turn_off_item_bias_updates (alpenglow.cpp.FactorModelGradientUpdaterParameters attribute)
turn_off_item_factor_updates (alpenglow.cpp.FactorModelGradientUpdaterParameters attribute)
turn_off_user_bias_updates (alpenglow.cpp.FactorModelGradientUpdaterParameters attribute)
turn_off_user_factor_updates (alpenglow.cpp.FactorModelGradientUpdaterParameters attribute)
type (alpenglow.cpp.LegacyRecommenderDataParameters attribute)
U
UniformNegativeSampleGenerator (class in alpenglow.cpp)
UniformNegativeSampleGeneratorParameters (class in alpenglow.cpp)
update() (alpenglow.cpp.AsymmetricFactorModelGradientUpdater method)
(alpenglow.cpp.AsymmetricFactorModelUpdater method)
(alpenglow.cpp.Bias method)
(alpenglow.cpp.CombinedDoubleLayerModelGradientUpdater method)
(alpenglow.cpp.ExperimentEnvironment method)
(alpenglow.cpp.FactorModelGradientUpdater method)
(alpenglow.cpp.FactorModelUpdater method)
(alpenglow.cpp.FmModelUpdater method)
(alpenglow.cpp.GradientComputerPointWise method)
(alpenglow.cpp.LabelFilter method)
(alpenglow.cpp.LearnerPeriodicDelayedWrapper method)
(alpenglow.cpp.ModelGradientUpdater method)
(alpenglow.cpp.ModelMultiUpdater method)
(alpenglow.cpp.NearestNeighborModelUpdater method)
(alpenglow.cpp.NegativeSampleGenerator method)
(alpenglow.cpp.PeriodComputer method)
(alpenglow.cpp.PeriodicOfflineLearnerWrapper method)
(alpenglow.cpp.PersonalPopularityModelUpdater method)
(alpenglow.cpp.PopularityModelUpdater method)
(alpenglow.cpp.PopularityTimeFrameModelUpdater method)
(alpenglow.cpp.PowerLawRecency method)
(alpenglow.cpp.RandomChoosingCombinedModelExpertUpdater method)
(alpenglow.cpp.Recency method)
(alpenglow.cpp.SpMatrix method)
(alpenglow.cpp.SvdppModelGradientUpdater method)
(alpenglow.cpp.SvdppModelUpdater method)
(alpenglow.cpp.TransitionProbabilityModelUpdater method)
(alpenglow.cpp.Updater method)
(alpenglow.PythonModel.SubUpdater method)
Updater (class in alpenglow.cpp)
use_item_bias (alpenglow.cpp.FactorModelParameters attribute)
use_sigmoid (alpenglow.cpp.AsymmetricFactorModelParameters attribute)
(alpenglow.cpp.FactorModelParameters attribute)
(alpenglow.cpp.SvdppModelParameters attribute)
use_user_bias (alpenglow.cpp.FactorModelParameters attribute)
use_user_weights (alpenglow.cpp.CombinedModelParameters attribute)
user (alpenglow.cpp.RankingLog attribute)
(alpenglow.cpp.RecDat attribute)
user_attributes (alpenglow.cpp.FmModelParameters attribute)
user_factors (alpenglow.cpp.UserItemFactors attribute)
user_vector_weight (alpenglow.cpp.SvdppModelParameters attribute)
UserItemFactors (class in alpenglow.cpp)
users (alpenglow.cpp.OfflinePredictions attribute)
(alpenglow.cpp.OnlinePredictions attribute)
W
WeightedModelStructure (class in alpenglow.cpp)
WhitelistFilter (class in alpenglow.cpp)
WhitelistFilter2ModelAdapter (class in alpenglow.cpp)
WMSUpdater (class in alpenglow.cpp)
write() (alpenglow.cpp.Model method)
write_into_file() (alpenglow.cpp.SpMatrix method)
write_model (alpenglow.cpp.PeriodicOfflineLearnerWrapperParameters attribute)
Y
y (alpenglow.cpp.SamplingDataGeneratorParameters attribute)
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