Index

A

AcquisitionResult (class in rowvoi.eval) answer_frame() (in module rowvoi.rag) (in module rowvoi.rag.questions)

answer_likelihoods() (in module rowvoi.rag) (in module rowvoi.rag.questions) AnswerPredictor (class in rowvoi.rag) (class in rowvoi.rag.protocols)

B

benchmark_policy() (in module rowvoi.eval)

best_candidate (rowvoi.rag.retrieval.RetrievalSession property) (rowvoi.rag.RetrievalSession property)

C

candidate_rows (rowvoi.core.CandidateState attribute) CandidateMIPolicy (class in rowvoi.policies) CandidateState (class in rowvoi.core) Chunk (class in rowvoi.rag) (class in rowvoi.rag.context) chunks (rowvoi.rag.context.ContextSelection attribute) (rowvoi.rag.ContextSelection attribute) ClaimExtractor (class in rowvoi.rag) (class in rowvoi.rag.protocols) col (rowvoi.core.FeatureSuggestion attribute) (rowvoi.keys.KeyPathStep attribute) (rowvoi.session.SessionStep attribute) cols_used (rowvoi.eval.AcquisitionResult attribute) columns() (rowvoi.keys.KeyPath method) compute_gold_key() (in module rowvoi.eval) compute_gold_next_column_probabilistic() (in module rowvoi.eval) compute_mi() (rowvoi.policies.CandidateMIPolicy method) ContextSelection (class in rowvoi.rag) (class in rowvoi.rag.context) cost (rowvoi.rag.ProbeStep attribute) (rowvoi.rag.retrieval.ProbeStep attribute) (rowvoi.session.SessionStep attribute) cost() (rowvoi.setcover.SetCoverProblem method) cost_adjusted_score (rowvoi.core.FeatureSuggestion property) cost_budget (rowvoi.session.StopRules attribute) costs (rowvoi.policies.CandidateMIPolicy attribute) (rowvoi.policies.GreedyCoveragePolicy attribute)

coverage (rowvoi.keys.KeyPathStep property) (rowvoi.rag.context.ContextSelection attribute) (rowvoi.rag.ContextSelection attribute) (rowvoi.setcover.CoverStep property) coverage() (rowvoi.setcover.SetCoverProblem method) coverage_curve() (rowvoi.keys.KeyPath method) (rowvoi.setcover.CoverPath method) coverage_of() (in module rowvoi.setcover) covered() (rowvoi.setcover.SetCoverProblem method) covered_claims (rowvoi.rag.context.ContextSelection attribute) (rowvoi.rag.ContextSelection attribute) CoverPath (class in rowvoi.setcover) CoverStep (class in rowvoi.setcover) cumulative_cost (rowvoi.keys.KeyPathStep attribute) (rowvoi.rag.ProbeStep attribute) (rowvoi.rag.retrieval.ProbeStep attribute) (rowvoi.rag.retrieval.RetrievalSession property) (rowvoi.rag.RetrievalSession property) (rowvoi.session.DisambiguationSession property) (rowvoi.session.SessionStep attribute) (rowvoi.setcover.CoverStep attribute) cumulative_covered (rowvoi.setcover.CoverStep attribute) cumulative_covered_pairs (rowvoi.keys.KeyPathStep attribute) cumulative_covered_weight (rowvoi.keys.KeyPathStep attribute) (rowvoi.setcover.CoverStep attribute)

D

debug (rowvoi.core.FeatureSuggestion attribute)

DisambiguationSession (class in rowvoi.session)

E

element_weights() (rowvoi.setcover.SetCoverProblem method) entropy (rowvoi.core.CandidateState property) entropy_after (rowvoi.rag.ProbeStep attribute) (rowvoi.rag.retrieval.ProbeStep attribute) (rowvoi.session.SessionStep attribute) entropy_before (rowvoi.rag.ProbeStep attribute) (rowvoi.rag.retrieval.ProbeStep attribute) (rowvoi.session.SessionStep attribute) epsilon_pairs (rowvoi.session.StopRules attribute) epsilon_posterior (rowvoi.session.StopRules attribute)

estimate_coverage_probability() (in module rowvoi.prob_keys) evaluate_keys() (in module rowvoi.eval) evaluate_policies() (in module rowvoi.eval) expected_voi (rowvoi.core.FeatureSuggestion attribute) (rowvoi.rag.ProbeStep attribute) (rowvoi.rag.retrieval.ProbeStep attribute) extract() (rowvoi.rag.ClaimExtractor method) (rowvoi.rag.protocols.ClaimExtractor method) extract_and_select() (in module rowvoi.rag) (in module rowvoi.rag.context)

F

feature_costs (rowvoi.policies.MIPolicy attribute) FeatureSuggestion (class in rowvoi.core) filter_candidates() (rowvoi.core.CandidateState method)

find_key() (in module rowvoi.keys) find_key_probabilistic() (in module rowvoi.prob_keys) fit() (rowvoi.ml.RowVoiModel method)

G

generate() (rowvoi.rag.protocols.QuestionGenerator method) (rowvoi.rag.QuestionGenerator method)

gold_cost (rowvoi.eval.KeyEvalResult attribute) gold_key (rowvoi.eval.KeyEvalResult attribute) GreedyCoveragePolicy (class in rowvoi.policies)

H

history (rowvoi.rag.retrieval.RetrievalSession property) (rowvoi.rag.RetrievalSession property) (rowvoi.session.DisambiguationSession property)

I

id (rowvoi.rag.Chunk attribute) (rowvoi.rag.context.Chunk attribute)

is_cover() (rowvoi.setcover.SetCoverProblem method) is_key() (rowvoi.keys.KeyProblem method) is_unique (rowvoi.core.CandidateState property)

J

judge() (rowvoi.rag.protocols.SupportJudge method) (rowvoi.rag.SupportJudge method)

K

key (rowvoi.eval.KeyEvalResult attribute) key_cost (rowvoi.eval.KeyEvalResult attribute) KeyEvalResult (class in rowvoi.eval)

KeyPath (class in rowvoi.keys) KeyPathStep (class in rowvoi.keys) KeyProblem (class in rowvoi.keys)

M

marginal_cost (rowvoi.core.FeatureSuggestion attribute) (rowvoi.keys.KeyPathStep attribute) (rowvoi.setcover.CoverStep attribute) max_posterior (rowvoi.core.CandidateState property) max_steps (rowvoi.session.StopRules attribute) mean_cost (rowvoi.eval.PolicyEvalStats attribute) mean_final_entropy (rowvoi.eval.PolicyEvalStats attribute) mean_final_pair_coverage (rowvoi.eval.PolicyEvalStats attribute) mean_steps (rowvoi.eval.PolicyEvalStats attribute) method (rowvoi.eval.KeyEvalResult attribute) minimal_key() (rowvoi.keys.KeyProblem method) MIPolicy (class in rowvoi.policies) missing_claims (rowvoi.rag.context.ContextSelection attribute) (rowvoi.rag.ContextSelection attribute)

model (rowvoi.policies.MIPolicy attribute) module rowvoi.core rowvoi.eval rowvoi.keys rowvoi.ml rowvoi.policies rowvoi.prob_keys rowvoi.rag rowvoi.rag.context rowvoi.rag.protocols rowvoi.rag.questions rowvoi.rag.retrieval rowvoi.session rowvoi.setcover

N

name (rowvoi.eval.PolicyEvalStats attribute) (rowvoi.setcover.CoverStep attribute) names() (rowvoi.setcover.CoverPath method) newly_covered (rowvoi.setcover.CoverStep attribute) newly_covered_pairs (rowvoi.keys.KeyPathStep attribute) newly_covered_weight (rowvoi.keys.KeyPathStep attribute) (rowvoi.setcover.CoverStep attribute)

next_probe() (rowvoi.rag.retrieval.RetrievalSession method) (rowvoi.rag.RetrievalSession method) next_question() (in module rowvoi.rag) (in module rowvoi.rag.questions) (rowvoi.session.DisambiguationSession method) normalize (rowvoi.policies.CandidateMIPolicy attribute)

O

objective (rowvoi.policies.GreedyCoveragePolicy attribute) (rowvoi.policies.MIPolicy attribute) observe() (rowvoi.rag.retrieval.RetrievalSession method) (rowvoi.rag.RetrievalSession method) (rowvoi.session.DisambiguationSession method) observe_answer() (in module rowvoi.rag) (in module rowvoi.rag.questions)

observed_cols (rowvoi.core.CandidateState attribute) observed_value (rowvoi.session.SessionStep attribute) observed_values (rowvoi.core.CandidateState attribute) optimal_steps (rowvoi.eval.AcquisitionResult attribute) optimality_gap (rowvoi.eval.KeyEvalResult attribute) outcome (rowvoi.rag.ProbeStep attribute) (rowvoi.rag.retrieval.ProbeStep attribute)

P

pair_coverage (rowvoi.eval.KeyEvalResult attribute) pair_coverage_after (rowvoi.session.SessionStep attribute) pairwise_coverage() (in module rowvoi.keys) (rowvoi.keys.KeyProblem method) plan_context_path() (in module rowvoi.rag) (in module rowvoi.rag.context) plan_key_path() (in module rowvoi.keys) plan_key_path_probabilistic() (in module rowvoi.prob_keys) plan_path() (rowvoi.keys.KeyProblem method) (rowvoi.setcover.SetCoverProblem method) Policy (class in rowvoi.policies) PolicyEvalStats (class in rowvoi.eval)

posterior (rowvoi.core.CandidateState attribute) predict() (rowvoi.rag.AnswerPredictor method) (rowvoi.rag.protocols.AnswerPredictor method) prefix_for_budget() (rowvoi.keys.KeyPath method) (rowvoi.setcover.CoverPath method) prefix_for_epsilon() (rowvoi.setcover.CoverPath method) prefix_for_epsilon_pairs() (rowvoi.keys.KeyPath method) probe (rowvoi.rag.ProbeStep attribute) (rowvoi.rag.retrieval.ProbeStep attribute) ProbeRunner (class in rowvoi.rag) (class in rowvoi.rag.protocols) ProbeStep (class in rowvoi.rag) (class in rowvoi.rag.retrieval)

Q

question_values() (in module rowvoi.rag) (in module rowvoi.rag.questions)

QuestionGenerator (class in rowvoi.rag) (class in rowvoi.rag.protocols)

R

RandomPolicy (class in rowvoi.policies) realized_gain (rowvoi.rag.ProbeStep property) (rowvoi.rag.retrieval.ProbeStep property) reset() (rowvoi.rag.retrieval.RetrievalSession method) (rowvoi.rag.RetrievalSession method) (rowvoi.session.DisambiguationSession method) residual_uncertainty (rowvoi.core.CandidateState property) RetrievalSession (class in rowvoi.rag) (class in rowvoi.rag.retrieval) reweight() (rowvoi.core.CandidateState method) rows (rowvoi.eval.KeyEvalResult attribute) rowvoi.core module rowvoi.eval module rowvoi.keys module rowvoi.ml module rowvoi.policies module rowvoi.prob_keys module

rowvoi.rag module rowvoi.rag.context module rowvoi.rag.protocols module rowvoi.rag.questions module rowvoi.rag.retrieval module rowvoi.session module rowvoi.setcover module RowVoiModel (class in rowvoi.ml) run() (rowvoi.rag.ProbeRunner method) (rowvoi.rag.protocols.ProbeRunner method) (rowvoi.rag.retrieval.RetrievalSession method) (rowvoi.rag.RetrievalSession method) (rowvoi.session.DisambiguationSession method) run_acquisition() (rowvoi.ml.RowVoiModel method) runtime_sec (rowvoi.eval.KeyEvalResult attribute)

S

sample_candidate_sets() (in module rowvoi.eval) score (rowvoi.core.FeatureSuggestion attribute) seed (rowvoi.policies.RandomPolicy attribute) select_context() (in module rowvoi.rag) (in module rowvoi.rag.context) SessionStep (class in rowvoi.session) SetCoverProblem (class in rowvoi.setcover) should_stop() (rowvoi.session.StopRules method) solve() (rowvoi.setcover.SetCoverProblem method) solve_set_cover() (in module rowvoi.setcover) SolverUnavailableError state (rowvoi.rag.retrieval.RetrievalSession property) (rowvoi.rag.RetrievalSession property) (rowvoi.session.DisambiguationSession property) std_cost (rowvoi.eval.PolicyEvalStats attribute) std_steps (rowvoi.eval.PolicyEvalStats attribute) steps (rowvoi.keys.KeyPath attribute) (rowvoi.setcover.CoverPath attribute)

steps_taken (rowvoi.rag.retrieval.RetrievalSession property) (rowvoi.rag.RetrievalSession property) (rowvoi.session.DisambiguationSession property) steps_used (rowvoi.eval.AcquisitionResult attribute) StopRules (class in rowvoi.session) subset_size (rowvoi.eval.AcquisitionResult attribute) success_rate (rowvoi.eval.PolicyEvalStats attribute) suggest() (rowvoi.policies.CandidateMIPolicy method) (rowvoi.policies.GreedyCoveragePolicy method) (rowvoi.policies.MIPolicy method) (rowvoi.policies.Policy method) (rowvoi.policies.RandomPolicy method) suggest_next_feature() (rowvoi.ml.RowVoiModel method) suggestion (rowvoi.session.SessionStep attribute) SupportJudge (class in rowvoi.rag) (class in rowvoi.rag.protocols)

T

target_unique (rowvoi.session.StopRules attribute) text (rowvoi.rag.Chunk attribute) (rowvoi.rag.context.Chunk attribute) tokens (rowvoi.rag.Chunk attribute) (rowvoi.rag.context.Chunk attribute)

total_cost (rowvoi.rag.context.ContextSelection attribute) (rowvoi.rag.ContextSelection attribute) total_cost() (rowvoi.setcover.SetCoverProblem method) total_elements (rowvoi.setcover.CoverStep attribute) total_pairs (rowvoi.keys.KeyPathStep attribute)

U

uniform() (rowvoi.core.CandidateState class method) unique_identified (rowvoi.eval.AcquisitionResult attribute)

unique_row (rowvoi.core.CandidateState property) unsupportable_claims (rowvoi.rag.context.ContextSelection property) (rowvoi.rag.ContextSelection property)

W

weighting (rowvoi.policies.GreedyCoveragePolicy attribute)