Index

A

add_doc_for_query() (lerot.ranker.ModelRankingFunction method) apply() (lerot.experiment.MetaExperiment method)

AsRbpEval (class in lerot.evaluation)

B

b() (lerot.environment.FederatedClickModel method) BalancedInterleave (class in lerot.comparison) binary_credit() (lerot.comparison.OptimizedInterleave method)

block_counts() (lerot.experiment.VASyntheticComparisonExperiment static method) block_position1() (lerot.experiment.VASyntheticComparisonExperiment static method) block_sizes() (lerot.experiment.VASyntheticComparisonExperiment static method)

C

CascadeUserModel (class in lerot.environment)

check_constraints() (lerot.comparison.DocumentConstraints method)

D

DcgEval (class in lerot.evaluation) DeterministicRankingFunction (class in lerot.ranker) Document (class in lerot.document)

document_count() (lerot.ranker.DeterministicRankingFunction method) (lerot.ranker.ProbabilisticRankingFunction method) (lerot.ranker.StatelessRankingFunction method) DocumentConstraints (class in lerot.comparison)

E

evaluate_ranking() (lerot.evaluation.DcgEval method) (lerot.evaluation.NdcgEval method) (lerot.evaluation.PAKEval method)

F

f() (lerot.comparison.OptimizedInterleave method) FederatedClickModel (class in lerot.environment)

finish() (lerot.analysis.HeatmapAnalysis method) (lerot.analysis.SummarizeAnalysis method) finish_analytics() (lerot.experiment.MetaExperiment method)

G

generate_ranking_pair() (lerot.experiment.VASyntheticComparisonExperiment static method) GenericExperiment (class in lerot.experiment) get_clicks() (lerot.environment.CascadeUserModel method) (lerot.environment.FederatedClickModel method) (lerot.environment.LivingLabsRealUser method) (lerot.environment.PositionBasedUserModel method) (lerot.environment.RandomClickModel method) (lerot.environment.RelevantUserModel method) get_comment() (lerot.query.Query method) get_comments() (lerot.query.Query method) get_dcg() (lerot.evaluation.DcgEval method) (lerot.evaluation.LetorNdcgEval method) get_docids() (lerot.query.Query method) get_document_count() (lerot.query.Query method) get_document_probability() (lerot.ranker.DeterministicRankingFunction method) (lerot.ranker.ProbabilisticRankingFunction method) (lerot.ranker.SyntheticDeterministicRankingFunction method) (lerot.ranker.SyntheticProbabilisticRankingFunction method) get_examination_prob() (lerot.environment.FederatedClickModel method) (lerot.environment.PositionBasedUserModel method) get_feature_vector() (lerot.query.Query method) get_feature_vectors() (lerot.query.Queries method) (lerot.query.Query method) get_id() (lerot.document.Document method) get_ideal() (lerot.query.Query method) get_label() (lerot.query.Query method) get_labels() (lerot.query.Queries method) (lerot.query.Query method) get_online_metrics() (lerot.experiment.VASyntheticComparisonExperiment static method) get_outcome() (lerot.retrieval_system.PrudentListwiseLearningSystem method)

get_performance() (lerot.evaluation.LivingLabsEval method) get_prediction() (lerot.query.Query method) get_predictions() (lerot.query.Queries method) (lerot.query.Query method) get_probability_of_list() (lerot.comparison.ProbabilisticInterleave method) get_qid() (lerot.query.Query method) get_qids() (lerot.query.Queries method) get_query() (lerot.query.Queries method) get_ranked_list() (lerot.retrieval_system.ListwiseLearningSystem method) (lerot.retrieval_system.PairwiseLearningSystem method) (lerot.retrieval_system.PerturbationLearningSystem method) (lerot.retrieval_system.PrudentListwiseLearningSystem method) (lerot.retrieval_system.SamplerSystem method) get_ranking() (lerot.ranker.ProbabilisticRankingFunction method) get_size() (lerot.query.Queries method) get_solution() (lerot.retrieval_system.ListwiseLearningSystem method) (lerot.retrieval_system.PairwiseLearningSystem method) (lerot.retrieval_system.PerturbationLearningSystem method) (lerot.retrieval_system.PrudentListwiseLearningSystem method) (lerot.retrieval_system.SamplerSystem method) get_type() (lerot.document.Document method) get_value() (lerot.evaluation.AsRbpEval method) (lerot.evaluation.DcgEval method) (lerot.evaluation.ISEval method) (lerot.evaluation.NdcgEval method) (lerot.evaluation.RPEval method) (lerot.evaluation.VDEval method) (lerot.evaluation.VSEval method) get_win() (lerot.environment.LivingLabsRealUser method) (lerot.evaluation.LivingLabsEval method) getDocs() (lerot.ranker.DeterministicRankingFunction method) (lerot.ranker.ProbabilisticRankingFunction method) (lerot.ranker.StatelessRankingFunction method) getParamRescaled() (lerot.environment.FederatedClickModel static method) getVertClass() (lerot.environment.FederatedClickModel static method)

H

h() (lerot.environment.FederatedClickModel method) has_ideal() (lerot.query.Query method) HeatmapAnalysis (class in lerot.analysis) HistBalancedInterleave (class in lerot.comparison)

HistDocumentConstraints (class in lerot.comparison) HistoricalComparisonExperiment (class in lerot.experiment) HistProbabilisticInterleave (class in lerot.comparison) HistTeamDraft (class in lerot.comparison)

I

infer_outcome() (lerot.comparison.BalancedInterleave method) (lerot.comparison.DocumentConstraints method) (lerot.comparison.HistBalancedInterleave method) (lerot.comparison.HistDocumentConstraints method) (lerot.comparison.HistProbabilisticInterleave method) (lerot.comparison.HistTeamDraft method) (lerot.comparison.OptimizedInterleave method) (lerot.comparison.ProbabilisticInterleave method) (lerot.comparison.ProbabilisticInterleaveWithHistory method) (lerot.comparison.StochasticBalancedInterleave method) (lerot.comparison.TeamDraft method) init_rankers() (lerot.experiment.VASyntheticComparisonExperiment method) init_ranking() (lerot.ranker.DeterministicRankingFunction method) (lerot.ranker.ModelRankingFunction method) (lerot.ranker.ProbabilisticRankingFunction method) (lerot.ranker.StatelessRankingFunction method) (lerot.ranker.SyntheticDeterministicRankingFunction method) (lerot.ranker.SyntheticProbabilisticRankingFunction method) initialize_weights() (lerot.retrieval_system.PairwiseLearningSystem method)

interleave() (lerot.comparison.BalancedInterleave method) (lerot.comparison.DocumentConstraints method) (lerot.comparison.OptimizedInterleave method) (lerot.comparison.ProbabilisticInterleave method) (lerot.comparison.StochasticBalancedInterleave method) (lerot.comparison.TeamDraft method) (lerot.comparison.VaTdi method) interleave_n() (lerot.comparison.OptimizedInterleave method) inverse_credit() (lerot.comparison.OptimizedInterleave method) ISEval (class in lerot.evaluation)

K

KEY (lerot.environment.LivingLabsRealUser attribute)

keys() (lerot.query.Queries method)

L

LearningExperiment (class in lerot.experiment) lerot.analysis (module) lerot.comparison (module) lerot.document (module) lerot.environment (module) lerot.evaluation (module) lerot.experiment (module) lerot.query (module) lerot.ranker (module)

lerot.retrieval_system (module) LetorNdcgEval (class in lerot.evaluation) linear_credit() (lerot.comparison.OptimizedInterleave method) ListwiseLearningSystem (class in lerot.retrieval_system) ListwiseLearningSystemWithCandidateSelection (class in lerot.retrieval_system) LivingLabsEval (class in lerot.evaluation) LivingLabsRealUser (class in lerot.environment) load_queries() (in module lerot.query)

M

MetaExperiment (class in lerot.experiment)

ModelRankingFunction (class in lerot.ranker)

N

NdcgEval (class in lerot.evaluation) next() (lerot.query.QueryStream method) (lerot.ranker.DeterministicRankingFunction method) (lerot.ranker.ProbabilisticRankingFunction method) (lerot.ranker.StatelessRankingFunction method)

next_det() (lerot.ranker.DeterministicRankingFunction method) (lerot.ranker.ProbabilisticRankingFunction method) (lerot.ranker.StatelessRankingFunction method) next_random() (lerot.ranker.DeterministicRankingFunction method) (lerot.ranker.ProbabilisticRankingFunction method) (lerot.ranker.StatelessRankingFunction method)

O

OptimizedInterleave (class in lerot.comparison)

OptimizedInterleaveVa (class in lerot.comparison)

P

p() (lerot.environment.FederatedClickModel method) (lerot.environment.PositionBasedUserModel method) PairwiseLearningSystem (class in lerot.retrieval_system) PAKEval (class in lerot.evaluation) perm_given_index() (lerot.comparison.OptimizedInterleave method) PerturbationLearningSystem (class in lerot.retrieval_system) PositionBasedUserModel (class in lerot.environment) precompute_rank() (lerot.comparison.OptimizedInterleave method) precompute_rank_va() (lerot.comparison.OptimizedInterleaveVa method)

prefix_constraint() (lerot.comparison.OptimizedInterleave method) prefix_constraint_bound() (lerot.comparison.OptimizedInterleave method) prefix_constraint_va() (lerot.comparison.OptimizedInterleaveVa method) ProbabilisticInterleave (class in lerot.comparison) ProbabilisticInterleaveWithHistory (class in lerot.comparison) ProbabilisticRankingFunction (class in lerot.ranker) PrudentLearningExperiment (class in lerot.experiment) PrudentListwiseLearningSystem (class in lerot.retrieval_system)

Q

Queries (class in lerot.query) Query (class in lerot.query)

QueryStream (class in lerot.query)

R

RandomClickModel (class in lerot.environment) rank() (lerot.comparison.OptimizedInterleave method) read_all() (lerot.query.QueryStream method) reject() (lerot.comparison.OptimizedInterleave method) RelevantUserModel (class in lerot.environment) rm_document() (lerot.ranker.DeterministicRankingFunction method) (lerot.ranker.ProbabilisticRankingFunction method) (lerot.ranker.StatelessRankingFunction method) (lerot.ranker.SyntheticProbabilisticRankingFunction method) RPEval (class in lerot.evaluation)

run() (lerot.experiment.GenericExperiment method) (lerot.experiment.HistoricalComparisonExperiment method) (lerot.experiment.LearningExperiment method) (lerot.experiment.PrudentLearningExperiment method) (lerot.experiment.SingleQueryComparisonExperiment method) (lerot.experiment.SyntheticComparisonExperiment method) (lerot.experiment.VASyntheticComparisonExperiment method) run_celery() (lerot.experiment.MetaExperiment method) run_conf() (lerot.experiment.MetaExperiment method) run_experiment() (lerot.experiment.GenericExperiment method) run_local() (lerot.experiment.MetaExperiment method) runs (lerot.environment.LivingLabsRealUser attribute)

S

sample() (lerot.comparison.OptimizedInterleave method) sample_fixed() (lerot.retrieval_system.PairwiseLearningSystem method) sample_prefix_constraint() (lerot.comparison.OptimizedInterleave method) sample_prefix_constraint_constructive() (lerot.comparison.OptimizedInterleave method) sample_unit_sphere() (lerot.retrieval_system.PairwiseLearningSystem method) SamplerSystem (class in lerot.retrieval_system) sampleSmoothly() (lerot.comparison.VaTdi static method) select_candidate_beat_the_mean() (lerot.retrieval_system.ListwiseLearningSystemWithCandidateSelection method) select_candidate_random() (lerot.retrieval_system.ListwiseLearningSystemWithCandidateSelection method) select_candidate_repeated() (lerot.retrieval_system.ListwiseLearningSystemWithCandidateSelection method) select_candidate_simple() (lerot.retrieval_system.ListwiseLearningSystemWithCandidateSelection method) set_feature_vector() (lerot.query.Query method) set_ideal() (lerot.query.Query method)

set_label() (lerot.query.Query method) set_labels() (lerot.query.Query method) set_predictions() (lerot.query.Queries method) (lerot.query.Query method) set_type() (lerot.document.Document method) SingleQueryComparisonExperiment (class in lerot.experiment) StatelessRankingFunction (class in lerot.ranker) StochasticBalancedInterleave (class in lerot.comparison) store() (lerot.experiment.MetaExperiment method) SummarizeAnalysis (class in lerot.analysis) SyntheticComparisonExperiment (class in lerot.experiment) SyntheticDeterministicRankingFunction (class in lerot.ranker) SyntheticProbabilisticRankingFunction (class in lerot.ranker)

T

TeamDraft (class in lerot.comparison)

U

update_analytics() (lerot.experiment.MetaExperiment method) update_analytics_file() (lerot.experiment.MetaExperiment method) update_score() (lerot.evaluation.LivingLabsEval method) update_solution() (lerot.retrieval_system.ListwiseLearningSystem method) (lerot.retrieval_system.PairwiseLearningSystem method) (lerot.retrieval_system.PerturbationLearningSystem method) (lerot.retrieval_system.PrudentListwiseLearningSystem method) (lerot.retrieval_system.SamplerSystem method)

update_solution_once() (lerot.retrieval_system.PerturbationLearningSystem method) update_weights() (lerot.ranker.ModelRankingFunction method) (lerot.ranker.SyntheticDeterministicRankingFunction method) (lerot.ranker.SyntheticProbabilisticRankingFunction method) upload_run() (lerot.environment.LivingLabsRealUser method)

V

values() (lerot.query.Queries method) VASyntheticComparisonExperiment (class in lerot.experiment) VaTdi (class in lerot.comparison)

VDEval (class in lerot.evaluation) verticals() (lerot.ranker.StatelessRankingFunction method) VSEval (class in lerot.evaluation)

W

write_queries() (in module lerot.query)

write_to() (lerot.query.Query method)