Alpenglow
v0.1.7
Getting started:
Introduction
Example usage
Five minute tutorial
Further reading
General information:
Python API
C++ API
The anatomy of an Alpenglow experiment
Memory management
Future work
API documentation:
alpenglow package
alpenglow.offline package
alpenglow.cpp package
Alpenglow
Docs
»
Index
Edit on GitHub
Index
A
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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.ModelFilter method)
add() (alpenglow.cpp.AsymmetricFactorModel method)
(alpenglow.cpp.FactorModel method)
(alpenglow.cpp.Model method)
(alpenglow.cpp.NearestNeighborModel method)
(alpenglow.cpp.PersonalPopularityModel method)
(alpenglow.cpp.PopularityModel method)
(alpenglow.cpp.SvdppModel method)
(alpenglow.cpp.TransitionProbabilityModel method)
add_availability() (alpenglow.cpp.AvailabilityFilter method)
add_early_simple_updater() (alpenglow.cpp.OfflineIteratingImplicitLearner method)
(alpenglow.cpp.OfflineIteratingLearner method)
add_gradient_updater() (alpenglow.cpp.GradientComputer method)
(alpenglow.cpp.ImplicitGradientLearner method)
(alpenglow.cpp.OfflineIteratingImplicitLearner method)
(alpenglow.cpp.OfflineIteratingLearner method)
(alpenglow.cpp.PeriodicLearner method)
add_iteration_logger() (alpenglow.cpp.PeriodicImplicitGradientLearner method)
add_logger() (alpenglow.cpp.OnlineExperiment method)
add_multi_updater() (alpenglow.cpp.ImplicitGradientLearner method)
(alpenglow.cpp.PeriodicLearner method)
add_offline_evaluator() (alpenglow.cpp.OfflineExperiment method)
add_offline_learner() (alpenglow.cpp.OfflineExperiment method)
add_recdats() (alpenglow.cpp.DataframeData method)
add_simple_updater() (alpenglow.cpp.ImplicitGradientLearner method)
(alpenglow.cpp.OfflineIteratingImplicitLearner method)
(alpenglow.cpp.OfflineIteratingLearner method)
(alpenglow.cpp.PeriodicLearner method)
add_updater() (alpenglow.cpp.NegativeSampleGenerator 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.experiments (module)
alpenglow.experiments.AsymmetricFactorExperiment (module)
alpenglow.experiments.BatchAndOnlineFactorExperiment (module)
alpenglow.experiments.BatchFactorExperiment (module)
alpenglow.experiments.FactorExperiment (module)
alpenglow.experiments.NearestNeighborExperiment (module)
alpenglow.experiments.PersonalPopularityExperiment (module)
alpenglow.experiments.PopularityExperiment (module)
alpenglow.experiments.PopularityTimeframeExperiment (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.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.utils (module)
alpenglow.utils.AvailabilityFilter (module)
alpenglow.utils.DataframeData (module)
alpenglow.utils.FactorModelReader (module)
alpenglow.utils.ParameterSearch (module)
alpenglow.utils.ThreadedParameterSearch (module)
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)
AvailabilityFilter (class in alpenglow.cpp)
(class in alpenglow.utils.AvailabilityFilter)
B
base_in_file_name (alpenglow.cpp.PeriodicLearnerParameters attribute)
base_out_file_name (alpenglow.cpp.PeriodicLearnerParameters attribute)
BatchAndOnlineFactorExperiment (class in alpenglow.experiments.BatchAndOnlineFactorExperiment)
BatchFactorExperiment (class in alpenglow.experiments.BatchFactorExperiment)
begin_max (alpenglow.cpp.AsymmetricFactorModelParameters attribute)
(alpenglow.cpp.FactorModelParameters attribute)
(alpenglow.cpp.SvdppModelParameters attribute)
begin_min (alpenglow.cpp.AsymmetricFactorModelParameters attribute)
(alpenglow.cpp.FactorModelParameters attribute)
(alpenglow.cpp.SvdppModelParameters attribute)
beginning_of_updating_cycle() (alpenglow.cpp.AsymmetricFactorModelGradientUpdater method)
(alpenglow.cpp.ModelGradientUpdater method)
(alpenglow.cpp.SvdppModelGradientUpdater method)
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.FactorModel method)
(alpenglow.cpp.Model method)
(alpenglow.cpp.PopContainer method)
(alpenglow.cpp.SpMatrix method)
(alpenglow.cpp.SvdppModel method)
clear_model (alpenglow.cpp.PeriodicLearnerParameters attribute)
collect() (alpenglow.Getter.MetaGetter method)
collect_ (alpenglow.Getter.Getter attribute)
compute() (alpenglow.cpp.OfflineRankingComputer method)
compute_similarity_period (alpenglow.cpp.NearestNeighborModelUpdaterParameters attribute)
ConditionalMetaLogger (class in alpenglow.cpp)
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)
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.FactorModelParameters attribute)
(alpenglow.cpp.SvdppModelParameters attribute)
direction (alpenglow.cpp.NearestNeighborModelParameters attribute)
distribution (alpenglow.cpp.PeriodicSamplingLearnerParameters attribute)
DummyModelFilter (class in alpenglow.cpp)
E
end_of_updating() (alpenglow.cpp.NearestNeighborModelUpdater method)
end_of_updating_cycle() (alpenglow.cpp.AsymmetricFactorModelGradientUpdater method)
(alpenglow.cpp.ModelGradientUpdater method)
(alpenglow.cpp.SvdppModelGradientUpdater method)
entity (alpenglow.cpp.FactorRepr attribute)
erase() (alpenglow.cpp.SpMatrix method)
eval (alpenglow.cpp.RecDat attribute)
eval() (alpenglow.utils.ParameterSearch.DependentParameter method)
evaluate() (alpenglow.cpp.OfflineEvaluator method)
(alpenglow.cpp.PrecisionRecallEvaluator method)
ExperimentEnvironment (class in alpenglow.cpp)
exponent (alpenglow.cpp.PowerLawRecencyParameters attribute)
F
FactorExperiment (class in alpenglow.experiments.FactorExperiment)
FactorModel (class in alpenglow.cpp)
(class in alpenglow.offline.models.FactorModel)
FactorModelFilter (class in alpenglow.cpp)
FactorModelGradientUpdater (class in alpenglow.cpp)
FactorModelGradientUpdaterParameters (class in alpenglow.cpp)
FactorModelParameters (class in alpenglow.cpp)
FactorModelReader (class in alpenglow.cpp)
FactorRepr (class in alpenglow.cpp)
factors (alpenglow.cpp.FactorRepr attribute)
file_name (alpenglow.cpp.OnlinePredictorParameters attribute)
(alpenglow.cpp.RecommenderDataParameters attribute)
filter_freq_updates (alpenglow.cpp.TransitionProbabilityModelUpdaterParameters attribute)
filter_repeats (alpenglow.cpp.UniformNegativeSampleGeneratorParameters attribute)
fit() (alpenglow.offline.OfflineModel.OfflineModel method)
G
gamma (alpenglow.cpp.AsymmetricFactorModelParameters attribute)
(alpenglow.cpp.NearestNeighborModelParameters attribute)
(alpenglow.cpp.SvdppModelParameters attribute)
gamma_threshold (alpenglow.cpp.NearestNeighborModelParameters attribute)
geometric_param (alpenglow.cpp.PeriodicSamplingLearnerParameters attribute)
get() (alpenglow.cpp.Bias method)
(alpenglow.cpp.DataframeData method)
(alpenglow.cpp.PopContainer method)
(alpenglow.cpp.PowerLawRecency method)
(alpenglow.cpp.Random method)
(alpenglow.cpp.Recency method)
(alpenglow.cpp.RecommenderData method)
(alpenglow.cpp.RecommenderDataIterator method)
(alpenglow.cpp.ShuffleIterator method)
(alpenglow.cpp.SpMatrix method)
get_and_clean() (alpenglow.Getter.MetaGetter method)
get_arctg() (alpenglow.cpp.Random method)
get_counter() (alpenglow.cpp.RecommenderDataIterator method)
get_following_timestamp() (alpenglow.cpp.RecommenderDataIterator method)
(alpenglow.cpp.ShuffleIterator method)
get_future() (alpenglow.cpp.RecommenderDataIterator method)
(alpenglow.cpp.ShuffleIterator method)
get_geometric() (alpenglow.cpp.Random method)
get_global_items() (alpenglow.cpp.AvailabilityFilter method)
(alpenglow.cpp.FactorModelFilter method)
get_global_users() (alpenglow.cpp.FactorModelFilter method)
get_gradient() (alpenglow.cpp.GradientComputerPointWise method)
(alpenglow.cpp.ObjectiveListWise method)
(alpenglow.cpp.ObjectiveMSE method)
(alpenglow.cpp.ObjectivePointWise method)
get_index() (alpenglow.cpp.TopPopContainer method)
get_item() (alpenglow.cpp.TopPopContainer method)
get_items_into() (alpenglow.cpp.RecommenderData method)
get_linear() (alpenglow.cpp.Random method)
get_max_time() (alpenglow.cpp.ExperimentEnvironment method)
get_min_time() (alpenglow.cpp.ExperimentEnvironment 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_random() (alpenglow.cpp.ExperimentEnvironment method)
get_rank() (alpenglow.cpp.RankComputer method)
get_rec_data() (alpenglow.cpp.RecommenderData method)
get_recommender_data_iterator() (alpenglow.cpp.ExperimentEnvironment method)
get_top_k() (alpenglow.cpp.ExperimentEnvironment method)
get_train_matrix() (alpenglow.cpp.ExperimentEnvironment method)
get_users_into() (alpenglow.cpp.RecommenderData method)
Getter (class in alpenglow.Getter)
GradientComputer (class in alpenglow.cpp)
GradientComputerPointWise (class in alpenglow.cpp)
H
has_changed() (alpenglow.cpp.TopPopContainer method)
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)
ImplicitGradientLearner (class in alpenglow.cpp)
increase() (alpenglow.cpp.PopContainer method)
(alpenglow.cpp.SpMatrix method)
(alpenglow.cpp.TopPopContainer method)
INeedExperimentEnvironment (class in alpenglow.cpp)
init() (alpenglow.cpp.Bias method)
(alpenglow.cpp.ConditionalMetaLogger method)
(alpenglow.cpp.DataframeData method)
(alpenglow.cpp.DummyModelFilter method)
(alpenglow.cpp.FactorModel method)
(alpenglow.cpp.ImplicitGradientLearner method)
(alpenglow.cpp.Initializable method)
(alpenglow.cpp.PeriodicLearner method)
(alpenglow.cpp.PredictionCreator method)
(alpenglow.cpp.ProceedingLogger method)
(alpenglow.cpp.RankComputer method)
(alpenglow.cpp.RecommenderData method)
(alpenglow.cpp.RecommenderDataIterator method)
(alpenglow.cpp.ShuffleIterator method)
(alpenglow.cpp.SvdppModelGradientUpdater method)
(alpenglow.cpp.UniformNegativeSampleGenerator method)
initial_threshold (alpenglow.cpp.PredictionCreatorGlobalParameters 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.UniformNegativeSampleGeneratorParameters attribute)
initialize_all() (alpenglow.Getter.MetaGetter method)
inject_experiment_environment_into() (alpenglow.cpp.OnlineExperiment method)
InlineAttributeReader (class in alpenglow.cpp)
insert() (alpenglow.cpp.SpMatrix method)
InterruptLogger (class in alpenglow.cpp)
is_initialized() (alpenglow.cpp.Initializable method)
is_item_new_for_user() (alpenglow.cpp.ExperimentEnvironment method)
is_lookback() (alpenglow.cpp.ExperimentEnvironment method)
item (alpenglow.cpp.RankingLog attribute)
(alpenglow.cpp.RecDat attribute)
item_factors (alpenglow.cpp.UserItemFactors attribute)
items (alpenglow.cpp.OfflinePredictions attribute)
(alpenglow.Getter.Getter attribute)
(alpenglow.cpp.OnlinePredictions attribute)
items() (alpenglow.cpp.RecommenderData method)
iterate() (alpenglow.cpp.OfflineIteratingImplicitLearner method)
(alpenglow.cpp.OfflineIteratingLearner method)
(alpenglow.cpp.OfflineLearner method)
L
label_file_name (alpenglow.cpp.TransitionProbabilityModelUpdaterParameters attribute)
label_transition_mode (alpenglow.cpp.TransitionProbabilityModelUpdaterParameters attribute)
learn (alpenglow.cpp.PeriodicImplicitGradientLearnerParameters attribute)
LearnerPeriodicDelayedWrapper (class in alpenglow.cpp)
LearnerPeriodicDelayedWrapperParameters (class in alpenglow.cpp)
learning_rate (alpenglow.cpp.AsymmetricFactorModelGradientUpdaterParameters attribute)
(alpenglow.cpp.FactorModelGradientUpdaterParameters attribute)
(alpenglow.cpp.SvdppModelGradientUpdaterParameters attribute)
learning_rate_bias (alpenglow.cpp.FactorModelGradientUpdaterParameters attribute)
ListConditionalMetaLogger (class in alpenglow.cpp)
ListConditionalMetaLoggerParameters (class in alpenglow.cpp)
Logger (class in alpenglow.cpp)
logs (alpenglow.cpp.RankingLogs attribute)
lookback (alpenglow.cpp.OnlineExperimentParameters attribute)
(alpenglow.cpp.PredictionCreatorParameters attribute)
M
MassPredictor (class in alpenglow.cpp)
matrix() (alpenglow.cpp.RecommenderData method)
max_item (alpenglow.cpp.AsymmetricFactorModelParameters attribute)
(alpenglow.cpp.FactorModelParameters attribute)
(alpenglow.cpp.OnlineExperimentParameters attribute)
(alpenglow.cpp.UniformNegativeSampleGeneratorParameters attribute)
max_time (alpenglow.cpp.OnlineExperimentParameters attribute)
max_user (alpenglow.cpp.FactorModelParameters attribute)
(alpenglow.cpp.OnlineExperimentParameters attribute)
MemoryRankingLogger (class in alpenglow.cpp)
MemoryRankingLoggerParameters (class in alpenglow.cpp)
MetaGetter (class in alpenglow.Getter)
min_time (alpenglow.cpp.MemoryRankingLoggerParameters attribute)
(alpenglow.cpp.OnlineExperimentParameters attribute)
(alpenglow.cpp.OnlinePredictorParameters attribute)
mode (alpenglow.cpp.PeriodicLearnerParameters attribute)
(alpenglow.cpp.TransitionProbabilityModelUpdaterParameters attribute)
Model (class in alpenglow.cpp)
ModelFilter (class in alpenglow.cpp)
ModelGradientUpdater (class in alpenglow.cpp)
ModelMultiUpdater (class in alpenglow.cpp)
ModelSimpleUpdater (class in alpenglow.cpp)
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)
negative_rate (alpenglow.cpp.UniformNegativeSampleGeneratorParameters attribute)
NegativeSampleGenerator (class in alpenglow.cpp)
next() (alpenglow.cpp.RecommenderDataIterator method)
(alpenglow.cpp.ShuffleIterator 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.OfflineIteratingImplicitLearnerParameters attribute)
(alpenglow.cpp.OfflineIteratingLearnerParameters attribute)
(alpenglow.cpp.PeriodicImplicitGradientLearnerParameters attribute)
number_of_samples (alpenglow.cpp.PeriodicSamplingLearnerParameters attribute)
O
ObjectiveListWise (class in alpenglow.cpp)
ObjectiveMSE (class in alpenglow.cpp)
ObjectivePairWise (class in alpenglow.cpp)
ObjectivePointWise (class in alpenglow.cpp)
OfflineEvaluator (class in alpenglow.cpp)
OfflineExperiment (class in alpenglow.cpp)
OfflineImplicitGradientLearner (class in alpenglow.cpp)
OfflineImplicitGradientLearnerParameters (class in alpenglow.cpp)
OfflineIteratingImplicitLearner (class in alpenglow.cpp)
OfflineIteratingImplicitLearnerParameters (class in alpenglow.cpp)
OfflineIteratingLearner (class in alpenglow.cpp)
OfflineIteratingLearnerParameters (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)
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)
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.PeriodicLearnerParameters attribute)
period_mode (alpenglow.cpp.NearestNeighborModelUpdaterParameters attribute)
PeriodicImplicitGradientLearner (class in alpenglow.cpp)
PeriodicImplicitGradientLearnerParameters (class in alpenglow.cpp)
PeriodicLearner (class in alpenglow.cpp)
PeriodicLearnerParameters (class in alpenglow.cpp)
PeriodicSamplingLearner (class in alpenglow.cpp)
PeriodicSamplingLearnerParameters (class in alpenglow.cpp)
PeriodicTimeframeImplicitGradientLearner (class in alpenglow.cpp)
PeriodicTimeframeImplicitGradientLearnerParameters (class in alpenglow.cpp)
PersonalPopularityExperiment (class in alpenglow.experiments.PersonalPopularityExperiment)
PersonalPopularityModel (class in alpenglow.cpp)
PersonalPopularityModelUpdater (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)
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.FactorModel method)
(alpenglow.cpp.Model method)
(alpenglow.cpp.NearestNeighborModel method)
(alpenglow.cpp.PersonalPopularityModel method)
(alpenglow.cpp.PopularityModel method)
(alpenglow.cpp.SvdppModel method)
(alpenglow.cpp.TransitionProbabilityModel method)
PredictionCreator (class in alpenglow.cpp)
PredictionCreatorGlobal (class in alpenglow.cpp)
PredictionCreatorGlobalParameters (class in alpenglow.cpp)
PredictionCreatorParameters (class in alpenglow.cpp)
PredictionCreatorPersonalized (class in alpenglow.cpp)
PredictionCreatorPersonalizedParameters (class in alpenglow.cpp)
PredictionLogger (class in alpenglow.cpp)
ProceedingLogger (class in alpenglow.cpp)
R
Random (class in alpenglow.cpp)
random_seed (alpenglow.cpp.OnlineExperimentParameters attribute)
(alpenglow.cpp.RankComputerParameters attribute)
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)
ranks (alpenglow.cpp.OfflinePredictions attribute)
(alpenglow.cpp.OnlinePredictions attribute)
read() (alpenglow.cpp.FactorModelReader method)
(alpenglow.cpp.Model method)
read_attribute() (alpenglow.cpp.InlineAttributeReader method)
read_from_file() (alpenglow.cpp.RecommenderData method)
(alpenglow.cpp.SpMatrix method)
read_model (alpenglow.cpp.PeriodicLearnerParameters attribute)
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)
RecommenderDataParameters (class in alpenglow.cpp)
RecPred (class in alpenglow.cpp)
reduce() (alpenglow.cpp.PopContainer method)
(alpenglow.cpp.TopPopContainer method)
regularization_rate (alpenglow.cpp.FactorModelGradientUpdaterParameters attribute)
regularization_rate_bias (alpenglow.cpp.FactorModelGradientUpdaterParameters attribute)
resize() (alpenglow.cpp.PopContainer method)
(alpenglow.cpp.SpMatrix method)
row_size() (alpenglow.cpp.SpMatrix method)
run() (alpenglow.cpp.AvailabilityFilter method)
(alpenglow.OnlineExperiment.OnlineExperiment method)
(alpenglow.cpp.ConditionalMetaLogger method)
(alpenglow.cpp.DummyModelFilter method)
(alpenglow.cpp.FactorModelFilter method)
(alpenglow.cpp.InterruptLogger method)
(alpenglow.cpp.Logger method)
(alpenglow.cpp.MemoryRankingLogger method)
(alpenglow.cpp.ModelFilter method)
(alpenglow.cpp.OfflineExperiment method)
(alpenglow.cpp.OnlineExperiment method)
(alpenglow.cpp.OnlinePredictor method)
(alpenglow.cpp.PredictionCreator method)
(alpenglow.cpp.PredictionCreatorGlobal method)
(alpenglow.cpp.PredictionCreatorPersonalized method)
(alpenglow.cpp.PredictionLogger method)
(alpenglow.cpp.ProceedingLogger method)
(alpenglow.utils.ParameterSearch.ParameterSearch method)
(alpenglow.utils.ThreadedParameterSearch.ThreadedParameterSearch method)
run_self_test() (alpenglow.Getter.MetaGetter method)
S
samplenum_in_periods (alpenglow.cpp.PeriodicLearnerParameters attribute)
score (alpenglow.cpp.RankingLog attribute)
(alpenglow.cpp.RecDat attribute)
(alpenglow.cpp.RecPred attribute)
scores (alpenglow.cpp.OnlinePredictions attribute)
seed (alpenglow.cpp.AsymmetricFactorModelParameters attribute)
(alpenglow.cpp.OfflineIteratingImplicitLearnerParameters attribute)
(alpenglow.cpp.OfflineIteratingLearnerParameters attribute)
(alpenglow.cpp.PeriodicImplicitGradientLearnerParameters attribute)
(alpenglow.cpp.ShuffleIteratorParameters attribute)
(alpenglow.cpp.SvdppModelParameters 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.ConditionalMetaLogger method)
(alpenglow.cpp.DummyModelFilter method)
(alpenglow.cpp.FactorModel method)
(alpenglow.cpp.FactorModelFilter method)
(alpenglow.cpp.FactorModelGradientUpdater method)
(alpenglow.cpp.GradientComputer method)
(alpenglow.cpp.GradientComputerPointWise method)
(alpenglow.cpp.ImplicitGradientLearner method)
(alpenglow.cpp.InlineAttributeReader method)
(alpenglow.cpp.LearnerPeriodicDelayedWrapper method)
(alpenglow.cpp.Logger method)
(alpenglow.cpp.Model method)
(alpenglow.cpp.ModelFilter method)
(alpenglow.cpp.ModelGradientUpdater method)
(alpenglow.cpp.ModelMultiUpdater method)
(alpenglow.cpp.ModelSimpleUpdater method)
(alpenglow.cpp.NearestNeighborModel method)
(alpenglow.cpp.NearestNeighborModelUpdater method)
(alpenglow.cpp.NegativeSampleGenerator method)
(alpenglow.cpp.OfflineEvaluator method)
(alpenglow.cpp.OfflineExperiment method)
(alpenglow.cpp.OfflineImplicitGradientLearner method)
(alpenglow.cpp.OfflineIteratingImplicitLearner method)
(alpenglow.cpp.OfflineIteratingLearner method)
(alpenglow.cpp.OfflineLearner method)
(alpenglow.cpp.OnlineExperiment method)
(alpenglow.cpp.OnlinePredictor method)
(alpenglow.cpp.PeriodicImplicitGradientLearner method)
(alpenglow.cpp.PeriodicLearner method)
(alpenglow.cpp.PeriodicSamplingLearner method)
(alpenglow.cpp.PeriodicTimeframeImplicitGradientLearner method)
(alpenglow.cpp.PersonalPopularityModelUpdater method)
(alpenglow.cpp.PopularityModelUpdater method)
(alpenglow.cpp.PopularityTimeFrameModelUpdater method)
(alpenglow.cpp.PrecisionRecallEvaluator method)
(alpenglow.cpp.PredictionCreator method)
(alpenglow.cpp.PredictionCreatorGlobal method)
(alpenglow.cpp.PredictionCreatorPersonalized method)
(alpenglow.cpp.PredictionLogger method)
(alpenglow.cpp.ProceedingLogger method)
(alpenglow.cpp.RankComputer method)
(alpenglow.cpp.SvdppModel method)
(alpenglow.cpp.SvdppModelGradientUpdater method)
(alpenglow.cpp.SvdppModelUpdater method)
(alpenglow.cpp.TransitionProbabilityModel method)
(alpenglow.cpp.TransitionProbabilityModelUpdater method)
(alpenglow.cpp.UniformNegativeSampleGenerator method)
(alpenglow.cpp.Updater method)
set() (alpenglow.cpp.Random method)
set_attribute_container() (alpenglow.cpp.RecommenderData method)
set_data_iterator() (alpenglow.cpp.ProceedingLogger method)
set_experiment_environment() (alpenglow.cpp.DummyModelFilter method)
(alpenglow.Getter.MetaGetter method)
(alpenglow.cpp.FactorModelFilter method)
(alpenglow.cpp.INeedExperimentEnvironment method)
(alpenglow.cpp.ImplicitGradientLearner method)
(alpenglow.cpp.PeriodicLearner method)
(alpenglow.cpp.PredictionCreator method)
(alpenglow.cpp.ProceedingLogger method)
(alpenglow.cpp.RankComputer method)
(alpenglow.cpp.UniformNegativeSampleGenerator method)
set_filter() (alpenglow.cpp.PredictionCreator method)
set_gradient_computer() (alpenglow.cpp.ImplicitGradientLearner method)
(alpenglow.cpp.OfflineIteratingImplicitLearner method)
(alpenglow.cpp.OfflineIteratingLearner method)
(alpenglow.cpp.PeriodicImplicitGradientLearner method)
set_item_recency() (alpenglow.cpp.FactorModel method)
set_items() (alpenglow.cpp.DummyModelFilter method)
(alpenglow.cpp.FactorModelFilter method)
(alpenglow.cpp.OfflineRankingComputer method)
(alpenglow.cpp.UniformNegativeSampleGenerator method)
set_local_items() (alpenglow.cpp.PeriodicTimeframeImplicitGradientLearner method)
set_local_train_matrix() (alpenglow.cpp.PeriodicTimeframeImplicitGradientLearner method)
set_logger() (alpenglow.cpp.ConditionalMetaLogger method)
set_max_time() (alpenglow.cpp.RecommenderData method)
set_model() (alpenglow.cpp.AsymmetricFactorModelGradientUpdater method)
(alpenglow.cpp.AsymmetricFactorModelUpdater method)
(alpenglow.cpp.FactorModelFilter method)
(alpenglow.cpp.FactorModelGradientUpdater method)
(alpenglow.cpp.GradientComputer method)
(alpenglow.cpp.ImplicitGradientLearner method)
(alpenglow.cpp.MassPredictor method)
(alpenglow.cpp.MemoryRankingLogger method)
(alpenglow.cpp.NearestNeighborModelUpdater method)
(alpenglow.cpp.OfflineIteratingImplicitLearner method)
(alpenglow.cpp.OfflineIteratingLearner method)
(alpenglow.cpp.PeriodicLearner method)
(alpenglow.cpp.PersonalPopularityModelUpdater method)
(alpenglow.cpp.PopularityModelUpdater method)
(alpenglow.cpp.PopularityTimeFrameModelUpdater method)
(alpenglow.cpp.PrecisionRecallEvaluator method)
(alpenglow.cpp.PredictionCreator method)
(alpenglow.cpp.RankComputer method)
(alpenglow.cpp.SvdppModelGradientUpdater method)
(alpenglow.cpp.SvdppModelUpdater method)
(alpenglow.cpp.TransitionProbabilityModelUpdater method)
set_model_filter() (alpenglow.cpp.PrecisionRecallEvaluator method)
(alpenglow.cpp.RankComputer method)
set_negative_sample_generator() (alpenglow.cpp.ImplicitGradientLearner method)
(alpenglow.cpp.OfflineIteratingImplicitLearner method)
(alpenglow.cpp.PeriodicImplicitGradientLearner 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)
set_prediction_creator() (alpenglow.cpp.OnlinePredictor method)
(alpenglow.cpp.PredictionLogger method)
set_rank_computer() (alpenglow.cpp.MemoryRankingLogger method)
set_ranking_logs() (alpenglow.cpp.MemoryRankingLogger method)
set_rec_dats() (alpenglow.cpp.RecommenderData method)
set_recommender_data() (alpenglow.cpp.OfflineIteratingImplicitLearner method)
(alpenglow.cpp.OfflineIteratingLearner method)
(alpenglow.cpp.RecommenderDataIterator method)
set_recommender_data_iterator() (alpenglow.cpp.OnlineExperiment method)
(alpenglow.cpp.PeriodicLearner method)
set_threshold() (alpenglow.cpp.TopPopContainer method)
set_top_pop_container() (alpenglow.cpp.RankComputer method)
set_toplist_creator() (alpenglow.cpp.OfflineRankingComputer method)
set_train_data() (alpenglow.cpp.PrecisionRecallEvaluator method)
set_train_matrix() (alpenglow.cpp.ImplicitGradientLearner method)
(alpenglow.cpp.PredictionCreator method)
(alpenglow.cpp.RankComputer method)
(alpenglow.cpp.UniformNegativeSampleGenerator method)
set_user_recency() (alpenglow.cpp.FactorModel method)
set_users() (alpenglow.cpp.DummyModelFilter method)
(alpenglow.cpp.FactorModelFilter method)
(alpenglow.cpp.OfflineRankingComputer 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)
ShuffleIterator (class in alpenglow.cpp)
ShuffleIteratorParameters (class in alpenglow.cpp)
similarity() (alpenglow.cpp.FactorModel method)
(alpenglow.cpp.SimilarityModel method)
SimilarityModel (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)
SpMatrix (class in alpenglow.cpp)
start_time (alpenglow.cpp.PeriodicLearnerParameters attribute)
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.PeriodicTimeframeImplicitGradientLearnerParameters attribute)
times (alpenglow.cpp.OnlinePredictions attribute)
top_k (alpenglow.cpp.OfflineRankingComputerParameters attribute)
(alpenglow.cpp.OnlineExperimentParameters attribute)
(alpenglow.cpp.PredictionCreatorParameters attribute)
(alpenglow.cpp.RankComputerParameters attribute)
(alpenglow.cpp.RankingLogs attribute)
TopPopContainer (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_random_shuffling (alpenglow.cpp.PeriodicImplicitGradientLearnerParameters attribute)
turn_off_user_bias_updates (alpenglow.cpp.FactorModelGradientUpdaterParameters attribute)
turn_off_user_factor_updates (alpenglow.cpp.FactorModelGradientUpdaterParameters attribute)
type (alpenglow.cpp.RecommenderDataParameters 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.ExperimentEnvironment method)
(alpenglow.cpp.FactorModelGradientUpdater method)
(alpenglow.cpp.GradientComputerPointWise method)
(alpenglow.cpp.ImplicitGradientLearner method)
(alpenglow.cpp.LearnerPeriodicDelayedWrapper method)
(alpenglow.cpp.ModelGradientUpdater method)
(alpenglow.cpp.ModelMultiUpdater method)
(alpenglow.cpp.ModelSimpleUpdater method)
(alpenglow.cpp.NearestNeighborModelUpdater method)
(alpenglow.cpp.NegativeSampleGenerator method)
(alpenglow.cpp.PeriodicLearner method)
(alpenglow.cpp.PersonalPopularityModelUpdater method)
(alpenglow.cpp.PopularityModelUpdater method)
(alpenglow.cpp.PopularityTimeFrameModelUpdater method)
(alpenglow.cpp.PowerLawRecency 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)
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)
user (alpenglow.cpp.RankingLog attribute)
(alpenglow.cpp.RecDat 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)
users() (alpenglow.cpp.RecommenderData method)
W
write() (alpenglow.cpp.Model method)
write_into_file() (alpenglow.cpp.SpMatrix method)
write_model (alpenglow.cpp.PeriodicLearnerParameters attribute)
Y
y (alpenglow.cpp.PeriodicSamplingLearnerParameters attribute)
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