Index

A

AccessorABC (class in skcriteria.utils.accabc) add_sphinx_deprecated_directive() (in module skcriteria.utils.deprecate) add_value_to_zero() (in module skcriteria.preprocessing.increment) AddValueToZero (class in skcriteria.preprocessing.increment) aequals() (skcriteria.utils.object_diff.DiffEqualityMixin method) allow_missing_alternatives (skcriteria.ranksrev.rank_invariant_check.RankInvariantChecker property) (skcriteria.ranksrev.rank_transitivity_check.RankTransitivityChecker property) alpha_value (skcriteria.agg.ervd.ERVD property)

alternatives (skcriteria.agg._agg_base.ResultABC property) (skcriteria.core.data.DecisionMatrix property) (skcriteria.madm.ResultABC property) ARAS (class in skcriteria.agg.aras) aras() (in module skcriteria.agg.aras) area() (skcriteria.core.plot.DecisionMatrixPlotter method) assert_dmatrix_equals() (in module skcriteria.testing) assert_rcmp_equals() (in module skcriteria.testing) assert_result_equals() (in module skcriteria.testing)

B

bar() (skcriteria.cmp.ranks_cmp.RanksComparatorPlotter method) (skcriteria.core.plot.DecisionMatrixPlotter method) barh() (skcriteria.cmp.ranks_cmp.RanksComparatorPlotter method) (skcriteria.core.plot.DecisionMatrixPlotter method) base_value (skcriteria.preprocessing.weighters.EqualWeighter property) BasePROBID (class in skcriteria.agg.probid)

BenefitCostInverter (class in skcriteria.preprocessing.invert_objectives) Bool (class in skcriteria.utils.lp) box() (skcriteria.cmp.ranks_cmp.RanksComparatorPlotter method) (skcriteria.core.plot.DecisionMatrixPlotter method) bt() (skcriteria.core.dominance.DecisionMatrixDominanceAccessor method) Bunch (class in skcriteria.utils.bunch)

C

cenit_distance() (in module skcriteria.preprocessing.distance) CenitDistance (class in skcriteria.preprocessing.distance) CenitDistanceMatrixScaler (class in skcriteria.preprocessing.scalers) clip (skcriteria.preprocessing.scalers.MinMaxScaler property) CoCoSo (class in skcriteria.agg.cocoso) cocoso() (in module skcriteria.agg.cocoso) CODAS (class in skcriteria.agg.codas) codas() (in module skcriteria.agg.codas) compare() (skcriteria.core.dominance.DecisionMatrixDominanceAccessor method) concordance() (in module skcriteria.agg.electre) constant_criteria() (skcriteria.core.data.DecisionMatrix method) constant_criteria_kws (skcriteria.preprocessing.invert_objectives.MinMaxInverter property) construct_from_alias() (skcriteria.core.objectives.Objective class method) COPRAS (class in skcriteria.agg.copras) copras() (in module skcriteria.agg.copras)

copy() (skcriteria.core.data.DecisionMatrix method) (skcriteria.core.methods.SKCMethodABC method) corr() (skcriteria.cmp.ranks_cmp.RanksComparator method) (skcriteria.cmp.ranks_cmp.RanksComparatorPlotter method) CORRELATION (skcriteria.preprocessing.weighters.CRITIC attribute) correlation (skcriteria.preprocessing.weighters.CRITIC property) cov() (skcriteria.cmp.ranks_cmp.RanksComparator method) (skcriteria.cmp.ranks_cmp.RanksComparatorPlotter method) criteria (skcriteria.core.data.DecisionMatrix property) criteria_filters (skcriteria.preprocessing.filters.SKCByCriteriaFilterABC property) criteria_range (skcriteria.preprocessing.scalers.MinMaxScaler property) CRITIC (class in skcriteria.preprocessing.weighters) Critic (class in skcriteria.preprocessing.weighters) critic_weights() (in module skcriteria.preprocessing.weighters) CustomYAMLDumper (class in skcriteria.io.dmsy) cycle_removal_strategy (skcriteria.ranksrev.rank_transitivity_check.RankTransitivityChecker property)

D

DecisionMatrix (class in skcriteria.core.data) DecisionMatrixDominanceAccessor (class in skcriteria.core.dominance) DecisionMatrixPlotter (class in skcriteria.core.plot) DecisionMatrixStatsAccessor (class in skcriteria.core.stats) DEFAULT_DM_TYPE (in module skcriteria.io.dmsy) DEFAULT_DMSY_VERSION (in module skcriteria.io.dmsy) deprecated() (in module skcriteria.utils.deprecate) describe() (skcriteria.core.data.DecisionMatrix method) determine_significances() (in module skcriteria.agg.copras) df_temporal_header() (in module skcriteria.utils.cmanagers) dict_allclose() (in module skcriteria.utils.dict_cmp) diff() (in module skcriteria.utils.object_diff) (skcriteria.agg._agg_base.ResultABC method) (skcriteria.cmp.ranks_cmp.RanksComparator method) (skcriteria.core.data.DecisionMatrix method) (skcriteria.madm.ResultABC method) (skcriteria.utils.object_diff.DiffEqualityMixin method)

DiffEqualityMixin (class in skcriteria.utils.object_diff) discordance() (in module skcriteria.agg.electre) distance() (skcriteria.cmp.ranks_cmp.RanksComparator method) (skcriteria.cmp.ranks_cmp.RanksComparatorPlotter method) dm_type (skcriteria.io.dmsy.DMSYDiscreteHandlerV1 attribute) dmaker (skcriteria.ranksrev.rank_invariant_check.RankInvariantChecker property) (skcriteria.ranksrev.rank_transitivity_check.RankTransitivityChecker property) (skcriteria.tiebreaker.FallbackTieBreaker property) DMSYDiscreteHandlerV1 (class in skcriteria.io.dmsy) doc_inherit() (in module skcriteria.utils.doctools) dominance (skcriteria.core.data.DecisionMatrix property) dominance() (in module skcriteria.utils.rank) (skcriteria.core.dominance.DecisionMatrixDominanceAccessor method) (skcriteria.core.plot.DecisionMatrixPlotter method) dominated() (skcriteria.core.dominance.DecisionMatrixDominanceAccessor method) dominators_of (skcriteria.core.dominance.DecisionMatrixDominanceAccessor attribute) dtypes (skcriteria.core.data.DecisionMatrix property)

E

e_ (skcriteria.agg._agg_base.ResultABC property) (skcriteria.cmp.ranks_cmp.RanksComparator property) (skcriteria.madm.ResultABC property) EDAS (class in skcriteria.agg.edas) edas() (in module skcriteria.agg.edas) eget() (skcriteria.cmp.ranks_cmp.RanksComparator method) ELECTRE1 (class in skcriteria.agg.electre) electre1() (in module skcriteria.agg.electre) ELECTRE2 (class in skcriteria.agg.electre) electre2() (in module skcriteria.agg.electre) electre2_gomez2004tomada() (in module skcriteria.agg.electre) entropy_weights() (in module skcriteria.preprocessing.weighters) EntropyWeighter (class in skcriteria.preprocessing.weighters) eq() (skcriteria.core.dominance.DecisionMatrixDominanceAccessor method) equal_weights() (in module skcriteria.preprocessing.weighters) equals() (skcriteria.utils.object_diff.DiffEqualityMixin method) EqualWeighter (class in skcriteria.preprocessing.weighters) ERVD (class in skcriteria.agg.ervd)

ervd() (in module skcriteria.agg.ervd) estimator (skcriteria.preprocessing.impute.IterativeImputer property) evaluate() (skcriteria.agg._agg_base.SKCDecisionMakerABC method) (skcriteria.agg.aras.ARAS method) (skcriteria.agg.ervd.ERVD method) (skcriteria.agg.rim.RIM method) (skcriteria.agg.simus.SIMUS method) (skcriteria.agg.spotis.SPOTIS method) (skcriteria.madm.SKCDecisionMakerABC method) (skcriteria.pipeline.SKCPipeline method) (skcriteria.pipelines.combinatorial.SKCCombinatorialPipeline method) (skcriteria.pipelines.simple_pipeline.SKCPipeline method) (skcriteria.ranksrev.rank_invariant_check.RankInvariantChecker method) (skcriteria.ranksrev.rank_transitivity_check.RankTransitivityChecker method) (skcriteria.tiebreaker.FallbackTieBreaker method) extra_ (skcriteria.agg._agg_base.ResultABC property) (skcriteria.cmp.ranks_cmp.RanksComparator property) (skcriteria.madm.ResultABC property) extra_get() (skcriteria.cmp.ranks_cmp.RanksComparator method)

F

fallback (skcriteria.ranksrev.rank_transitivity_check.RankTransitivityChecker property) FallbackTieBreaker (class in skcriteria.tiebreaker) fill_value (skcriteria.preprocessing.impute.IterativeImputer property) (skcriteria.preprocessing.impute.SimpleImputer property) Filter (class in skcriteria.preprocessing.filters) FilterEQ (class in skcriteria.preprocessing.filters) FilterGE (class in skcriteria.preprocessing.filters) FilterGT (class in skcriteria.preprocessing.filters) FilterIn (class in skcriteria.preprocessing.filters) FilterLE (class in skcriteria.preprocessing.filters) FilterLT (class in skcriteria.preprocessing.filters)

FilterNE (class in skcriteria.preprocessing.filters) FilterNonDominated (class in skcriteria.preprocessing.filters) FilterNotIn (class in skcriteria.preprocessing.filters) Float (class in skcriteria.utils.lp) flow() (skcriteria.cmp.ranks_cmp.RanksComparatorPlotter method) fmf() (in module skcriteria.agg.moora) force (skcriteria.tiebreaker.FallbackTieBreaker property) from_alias() (skcriteria.core.objectives.Objective class method) from_mcda_data() (skcriteria.core.data.DecisionMatrix class method) frontier() (skcriteria.core.plot.DecisionMatrixPlotter method) FullMultiplicativeForm (class in skcriteria.agg.moora)

G

generate_acyclic_graphs() (in module skcriteria.utils.cycle_removal) get() (skcriteria.utils.bunch.Bunch method) get_method_name() (skcriteria.core.methods.SKCMethodABC method)

get_parameters() (skcriteria.core.methods.SKCMethodABC method) gini_weights() (in module skcriteria.preprocessing.weighters) GiniWeighter (class in skcriteria.preprocessing.weighters)

H

has_loops() (skcriteria.core.dominance.DecisionMatrixDominanceAccessor method) has_ties_ (skcriteria.agg._agg_base.RankResult property) (skcriteria.madm.RankResult property) heatmap() (skcriteria.cmp.ranks_cmp.RanksComparatorPlotter method) (skcriteria.core.plot.DecisionMatrixPlotter method)

hidden() (in module skcriteria.utils.cmanagers) HiddenAlreadyUsedInThisContext hist() (skcriteria.core.plot.DecisionMatrixPlotter method)

I

ignore_missing_criteria (skcriteria.preprocessing.filters.SKCByCriteriaFilterABC property) iloc (skcriteria.core.data.DecisionMatrix property) import_or_get_attribute() (skcriteria.utils.ondemand_import.OnDemandImporter method) imputation_order (skcriteria.preprocessing.impute.IterativeImputer property) initial_strategy (skcriteria.preprocessing.impute.IterativeImputer property)

Int (class in skcriteria.utils.lp) InvertMinimize (class in skcriteria.preprocessing.invert_objectives) iobjectives (skcriteria.core.data.DecisionMatrix property) is_package() (in module skcriteria.utils.ondemand_import) is_solver_available() (in module skcriteria.utils.lp) IterativeImputer (class in skcriteria.preprocessing.impute)

K

kde() (skcriteria.core.plot.DecisionMatrixPlotter method) keep_empty_criteria (skcriteria.preprocessing.impute.IterativeImputer property) (skcriteria.preprocessing.impute.KNNImputer property) (skcriteria.preprocessing.impute.SimpleImputer property) kernel_ (skcriteria.agg._agg_base.KernelResult property) (skcriteria.madm.KernelResult property) kernel_alternatives_ (skcriteria.agg._agg_base.KernelResult property) (skcriteria.madm.KernelResult property)

kernel_size_ (skcriteria.agg._agg_base.KernelResult property) (skcriteria.madm.KernelResult property) kernel_where_ (skcriteria.agg._agg_base.KernelResult property) (skcriteria.madm.KernelResult property) KernelResult (class in skcriteria.agg._agg_base) (class in skcriteria.madm) kernelwhere_ (skcriteria.agg._agg_base.KernelResult property) (skcriteria.madm.KernelResult property) KNNImputer (class in skcriteria.preprocessing.impute)

L

lambda_value (skcriteria.agg.cocoso.CoCoSo property) (skcriteria.agg.ervd.ERVD property) (skcriteria.agg.waspas.WASPAS property) last_diff_strategy (skcriteria.ranksrev.rank_invariant_check.RankInvariantChecker property)

list_available_modules() (skcriteria.utils.ondemand_import.OnDemandImporter method) load_simple_stock_selection() (in module skcriteria.datasets) load_van2021evaluation() (in module skcriteria.datasets) loc (skcriteria.core.data.DecisionMatrix property)

M

MABAC (class in skcriteria.agg.mabac) (class in skcriteria.madm) mabac() (in module skcriteria.agg.mabac) mad() (skcriteria.core.stats.DecisionMatrixStatsAccessor method) matrix (skcriteria.core.data.DecisionMatrix property) matrix_scale_by_cenit_distance() (in module skcriteria.preprocessing.scalers) MAX (skcriteria.core.objectives.Objective attribute) max_iter (skcriteria.preprocessing.impute.IterativeImputer property) max_ranks (skcriteria.ranksrev.rank_transitivity_check.RankTransitivityChecker property) max_value (skcriteria.preprocessing.impute.IterativeImputer property) MaxAbsScaler (class in skcriteria.preprocessing.scalers) Maximize (class in skcriteria.utils.lp) MaxScaler (class in skcriteria.preprocessing.scalers) maxwhere (skcriteria.core.data.DecisionMatrix property) MEREC (class in skcriteria.preprocessing.weighters) merec_weights() (in module skcriteria.preprocessing.weighters) method (skcriteria.agg._agg_base.ResultABC property) (skcriteria.madm.ResultABC property) metric (skcriteria.agg.ervd.ERVD property) (skcriteria.agg.probid.BasePROBID property) (skcriteria.agg.similarity.TOPSIS property) (skcriteria.agg.topsis.TOPSIS property) (skcriteria.preprocessing.impute.KNNImputer property) MIN (skcriteria.core.objectives.Objective attribute) min_value (skcriteria.preprocessing.impute.IterativeImputer property) Minimize (class in skcriteria.utils.lp) MinimizeToMaximize (class in skcriteria.preprocessing.invert_objectives) MinMaxInverter (class in skcriteria.preprocessing.invert_objectives) MinMaxScaler (class in skcriteria.preprocessing.scalers) minwhere (skcriteria.core.data.DecisionMatrix property) MISSING (in module skcriteria.utils.object_diff) missing_values (skcriteria.preprocessing.impute.IterativeImputer property) (skcriteria.preprocessing.impute.KNNImputer property) (skcriteria.preprocessing.impute.SimpleImputer property) mk_ondemand_importer_for() (in module skcriteria.utils.ondemand_import) mkagg() (in module skcriteria.extend) mkcombinatorial() (in module skcriteria.pipelines.combinatorial) mkdm() (in module skcriteria.core.data) mkpipe() (in module skcriteria.pipeline) (in module skcriteria.pipelines.simple_pipeline) mkrank_cmp() (in module skcriteria.cmp.ranks_cmp) mktransformer() (in module skcriteria.extend) module skcriteria skcriteria.agg skcriteria.agg._agg_base skcriteria.agg.aras skcriteria.agg.cocoso skcriteria.agg.codas skcriteria.agg.copras skcriteria.agg.edas skcriteria.agg.electre skcriteria.agg.ervd skcriteria.agg.mabac skcriteria.agg.moora skcriteria.agg.ocra skcriteria.agg.probid skcriteria.agg.ram skcriteria.agg.rim skcriteria.agg.similarity skcriteria.agg.simple skcriteria.agg.simus skcriteria.agg.spotis skcriteria.agg.topsis skcriteria.agg.vikor skcriteria.agg.waspas skcriteria.cmp skcriteria.cmp.ranks_cmp skcriteria.cmp.ranks_rev skcriteria.cmp.ranks_rev.rank_inv_check skcriteria.core skcriteria.core.data skcriteria.core.dominance skcriteria.core.methods skcriteria.core.objectives skcriteria.core.plot skcriteria.core.stats skcriteria.datasets skcriteria.extend skcriteria.io skcriteria.io.dmsy skcriteria.madm skcriteria.pipeline skcriteria.pipelines skcriteria.pipelines.combinatorial skcriteria.pipelines.simple_pipeline skcriteria.preprocessing skcriteria.preprocessing._preprocessing_base skcriteria.preprocessing.distance skcriteria.preprocessing.filters skcriteria.preprocessing.impute skcriteria.preprocessing.increment skcriteria.preprocessing.invert_objectives skcriteria.preprocessing.push_negatives skcriteria.preprocessing.scalers skcriteria.preprocessing.weighters skcriteria.ranksrev skcriteria.ranksrev.rank_invariant_check skcriteria.ranksrev.rank_transitivity_check skcriteria.testing skcriteria.tiebreaker skcriteria.utils skcriteria.utils.accabc skcriteria.utils.bunch skcriteria.utils.cmanagers skcriteria.utils.cycle_removal skcriteria.utils.deprecate skcriteria.utils.dict_cmp skcriteria.utils.doctools skcriteria.utils.lp skcriteria.utils.object_diff skcriteria.utils.ondemand_import skcriteria.utils.rank skcriteria.utils.unames

MultiMOORA (class in skcriteria.agg.moora) multimoora() (in module skcriteria.agg.moora)

N

n_jobs (skcriteria.ranksrev.rank_transitivity_check.RankTransitivityChecker property) n_nearest_criteria (skcriteria.preprocessing.impute.IterativeImputer property) n_neighbors (skcriteria.preprocessing.impute.KNNImputer property) named_pipelines (skcriteria.pipelines.combinatorial.SKCCombinatorialPipeline property) named_ranks (skcriteria.cmp.ranks_cmp.RanksComparator property)

named_steps (skcriteria.pipeline.SKCPipeline property) (skcriteria.pipelines.combinatorial.SKCCombinatorialPipeline property) (skcriteria.pipelines.simple_pipeline.SKCPipeline property) NegateMinimize (class in skcriteria.preprocessing.invert_objectives) NonGlobalHidden NonStandardNameWarning

O

Objective (class in skcriteria.core.objectives) objectives (skcriteria.core.data.DecisionMatrix property) OCRA (class in skcriteria.agg.ocra)

ocra_performance() (in module skcriteria.agg.ocra) ogive() (skcriteria.core.plot.DecisionMatrixPlotter method) OnDemandImporter (class in skcriteria.utils.ondemand_import)

P

p (skcriteria.agg.electre.ELECTRE1 property) p0 (skcriteria.agg.electre.ELECTRE2 property) p1 (skcriteria.agg.electre.ELECTRE2 property) p2 (skcriteria.agg.electre.ELECTRE2 property) package (skcriteria.utils.ondemand_import.OnDemandImporter attribute) package_context (skcriteria.utils.ondemand_import.OnDemandImporter property) package_name (skcriteria.utils.ondemand_import.OnDemandImporter attribute) package_path (skcriteria.utils.ondemand_import.OnDemandImporter property)

parallel_backend (skcriteria.ranksrev.rank_transitivity_check.RankTransitivityChecker property) pearson_correlation() (in module skcriteria.preprocessing.weighters) pipelines (skcriteria.pipelines.combinatorial.SKCCombinatorialPipeline property) plot (skcriteria.cmp.ranks_cmp.RanksComparator property) (skcriteria.core.data.DecisionMatrix property) PROBID (class in skcriteria.agg.probid) probid() (in module skcriteria.agg.probid) push_negatives() (in module skcriteria.preprocessing.push_negatives) PushNegatives (class in skcriteria.preprocessing.push_negatives)

Q

q (skcriteria.agg.electre.ELECTRE1 property)

q0 (skcriteria.agg.electre.ELECTRE2 property) q1 (skcriteria.agg.electre.ELECTRE2 property)

R

r2_score() (skcriteria.cmp.ranks_cmp.RanksComparator method) (skcriteria.cmp.ranks_cmp.RanksComparatorPlotter method) RAM (class in skcriteria.agg.ram) ram() (in module skcriteria.agg.ram) RANCOM (class in skcriteria.preprocessing.weighters) rancom_weights() (in module skcriteria.preprocessing.weighters) random_state (skcriteria.preprocessing.impute.IterativeImputer property) (skcriteria.ranksrev.rank_invariant_check.RankInvariantChecker property) (skcriteria.ranksrev.rank_transitivity_check.RankTransitivityChecker property) rank_ (skcriteria.agg._agg_base.RankResult property) (skcriteria.madm.RankResult property) rank_by (skcriteria.agg.simus.SIMUS property) rank_values() (in module skcriteria.utils.rank) RankInvariantChecker (class in skcriteria.ranksrev.rank_invariant_check) RankResult (class in skcriteria.agg._agg_base) (class in skcriteria.madm)

ranks (skcriteria.cmp.ranks_cmp.RanksComparator property) RanksComparator (class in skcriteria.cmp.ranks_cmp) RanksComparatorPlotter (class in skcriteria.cmp.ranks_cmp) RankTransitivityChecker (class in skcriteria.ranksrev.rank_transitivity_check) ratio() (in module skcriteria.agg.moora) RatioMOORA (class in skcriteria.agg.moora) read_dmsy() (in module skcriteria.io.dmsy) ReferencePointMOORA (class in skcriteria.agg.moora) refpoint() (in module skcriteria.agg.moora) reg() (skcriteria.cmp.ranks_cmp.RanksComparatorPlotter method) repeat (skcriteria.ranksrev.rank_invariant_check.RankInvariantChecker property) replace() (skcriteria.core.data.DecisionMatrix method) (skcriteria.core.methods.SKCMethodABC method) ResultABC (class in skcriteria.agg._agg_base) (class in skcriteria.madm) RIM (class in skcriteria.agg.rim)

S

sample_posterior (skcriteria.preprocessing.impute.IterativeImputer property) scale (skcriteria.preprocessing.weighters.CRITIC property) scale_by_sum() (in module skcriteria.preprocessing.scalers) scale_by_vector() (in module skcriteria.preprocessing.scalers) sense (skcriteria.utils.lp.Maximize attribute) (skcriteria.utils.lp.Minimize attribute) shape (skcriteria.agg._agg_base.ResultABC property) (skcriteria.core.data.DecisionMatrix property) (skcriteria.madm.ResultABC property) SimpleImputer (class in skcriteria.preprocessing.impute) SimplifiedPROBID (class in skcriteria.agg.probid) simplifiedprobid() (in module skcriteria.agg.probid) SIMUS (class in skcriteria.agg.simus) simus() (in module skcriteria.agg.simus) SKCArithmeticFilterABC (class in skcriteria.preprocessing.filters) SKCByCriteriaFilterABC (class in skcriteria.preprocessing.filters) SKCCombinatorialPipeline (class in skcriteria.pipelines.combinatorial) SKCDecisionMakerABC (class in skcriteria.agg._agg_base) (class in skcriteria.madm) SKCImputerABC (class in skcriteria.preprocessing.impute) SKCMatrixAndWeightTransformerABC (class in skcriteria.preprocessing._preprocessing_base) SKCMethodABC (class in skcriteria.core.methods) SKCObjectivesInverterABC (class in skcriteria.preprocessing.invert_objectives) SKCPipeline (class in skcriteria.pipeline) (class in skcriteria.pipelines.simple_pipeline) skcriteria module skcriteria.agg module skcriteria.agg._agg_base module skcriteria.agg.aras module skcriteria.agg.cocoso module skcriteria.agg.codas module skcriteria.agg.copras module skcriteria.agg.edas module skcriteria.agg.electre module skcriteria.agg.ervd module skcriteria.agg.mabac module skcriteria.agg.moora module skcriteria.agg.ocra module skcriteria.agg.probid module skcriteria.agg.ram module skcriteria.agg.RankResult (class in skcriteria.tiebreaker) skcriteria.agg.rim module skcriteria.agg.similarity module skcriteria.agg.simple module skcriteria.agg.simus module skcriteria.agg.spotis module skcriteria.agg.topsis module skcriteria.agg.vikor module skcriteria.agg.waspas module skcriteria.cmp module skcriteria.cmp.ranks_cmp module skcriteria.cmp.ranks_rev module skcriteria.cmp.ranks_rev.rank_inv_check module skcriteria.core module skcriteria.core.data module skcriteria.core.dominance module skcriteria.core.methods module skcriteria.core.objectives module skcriteria.core.plot module skcriteria.core.stats module

skcriteria.datasets module skcriteria.extend module skcriteria.io module skcriteria.io.dmsy module skcriteria.madm module skcriteria.pipeline module skcriteria.pipelines module skcriteria.pipelines.combinatorial module skcriteria.pipelines.simple_pipeline module skcriteria.preprocessing module skcriteria.preprocessing._preprocessing_base module skcriteria.preprocessing.distance module skcriteria.preprocessing.filters module skcriteria.preprocessing.impute module skcriteria.preprocessing.increment module skcriteria.preprocessing.invert_objectives module skcriteria.preprocessing.push_negatives module skcriteria.preprocessing.scalers module skcriteria.preprocessing.weighters module skcriteria.ranksrev module skcriteria.ranksrev.rank_invariant_check module skcriteria.ranksrev.rank_transitivity_check module skcriteria.testing module skcriteria.tiebreaker module skcriteria.utils module skcriteria.utils.accabc module skcriteria.utils.bunch module skcriteria.utils.cmanagers module skcriteria.utils.cycle_removal module skcriteria.utils.deprecate module skcriteria.utils.dict_cmp module skcriteria.utils.doctools module skcriteria.utils.lp module skcriteria.utils.object_diff module skcriteria.utils.ondemand_import module skcriteria.utils.rank module skcriteria.utils.unames module SKCriteriaDeprecationWarning SKCriteriaFutureWarning SKCSetFilterABC (class in skcriteria.preprocessing.filters) SKCTransformerABC (class in skcriteria.preprocessing._preprocessing_base) SKCWeighterABC (class in skcriteria.preprocessing.weighters) solver (skcriteria.agg.simus.SIMUS property) spearman_correlation() (in module skcriteria.preprocessing.weighters) SPOTIS (class in skcriteria.agg.spotis) spotis() (in module skcriteria.agg.spotis) StandarScaler (class in skcriteria.preprocessing.scalers) stats (skcriteria.core.data.DecisionMatrix property) std_weights() (in module skcriteria.preprocessing.weighters) StdWeighter (class in skcriteria.preprocessing.weighters) steps (skcriteria.pipeline.SKCPipeline property) (skcriteria.pipelines.combinatorial.SKCCombinatorialPipeline property) (skcriteria.pipelines.simple_pipeline.SKCPipeline property) strategy (skcriteria.preprocessing.impute.SimpleImputer property) strict (skcriteria.preprocessing.filters.FilterNonDominated property) sum_indexes() (in module skcriteria.agg.copras) SumScaler (class in skcriteria.preprocessing.scalers)

T

target (skcriteria.preprocessing._preprocessing_base.SKCMatrixAndWeightTransformerABC property) tau (skcriteria.agg.codas.CODAS property) ties_ (skcriteria.agg._agg_base.RankResult property) (skcriteria.madm.RankResult property) TieUnresolvedWarning to_dataframe() (skcriteria.cmp.ranks_cmp.RanksComparator method) (skcriteria.core.data.DecisionMatrix method) to_dict() (skcriteria.core.data.DecisionMatrix method) (skcriteria.utils.bunch.Bunch method) to_dm() (skcriteria.io.dmsy.DMSYDiscreteHandlerV1 method) to_dmsy() (in module skcriteria.io.dmsy) (skcriteria.core.data.DecisionMatrix method) to_latex() (skcriteria.core.data.DecisionMatrix method) to_series() (skcriteria.agg._agg_base.RankResult method) (skcriteria.agg._agg_base.ResultABC method) (skcriteria.madm.RankResult method) (skcriteria.madm.ResultABC method)

to_string() (skcriteria.core.objectives.Objective method) to_symbol() (skcriteria.core.objectives.Objective method) to_yml() (skcriteria.io.dmsy.DMSYDiscreteHandlerV1 method) tol (skcriteria.preprocessing.impute.IterativeImputer property) TOPSIS (class in skcriteria.agg.similarity) (class in skcriteria.agg.topsis) topsis() (in module skcriteria.agg.similarity) (in module skcriteria.agg.topsis) transform() (skcriteria.pipeline.SKCPipeline method) (skcriteria.pipelines.combinatorial.SKCCombinatorialPipeline method) (skcriteria.pipelines.simple_pipeline.SKCPipeline method) (skcriteria.preprocessing._preprocessing_base.SKCTransformerABC method) (skcriteria.preprocessing.filters.FilterNonDominated method) (skcriteria.preprocessing.invert_objectives.MinMaxInverter method)

U

unique_names() (in module skcriteria.utils.unames) untied_rank_ (skcriteria.agg._agg_base.RankResult property) (skcriteria.madm.RankResult property)

untier (skcriteria.tiebreaker.FallbackTieBreaker property) use_compromise_set (skcriteria.agg.vikor.VIKOR property)

V

v (skcriteria.agg.vikor.VIKOR property) value (skcriteria.preprocessing.increment.AddValueToZero property) values (skcriteria.agg._agg_base.ResultABC property) (skcriteria.madm.ResultABC property) values_equals() (skcriteria.agg._agg_base.ResultABC method) (skcriteria.madm.ResultABC method)

var_type (skcriteria.utils.lp.Bool attribute) (skcriteria.utils.lp.Float attribute) (skcriteria.utils.lp.Int attribute) VectorScaler (class in skcriteria.preprocessing.scalers) verbose (skcriteria.preprocessing.impute.IterativeImputer property) version (skcriteria.io.dmsy.DMSYDiscreteHandlerV1 attribute) VIKOR (class in skcriteria.agg.vikor)

W

w_metric (skcriteria.agg.ervd.ERVD property) warn() (in module skcriteria.utils.deprecate) WASPAS (class in skcriteria.agg.waspas) waspas() (in module skcriteria.agg.waspas) wbar() (skcriteria.core.plot.DecisionMatrixPlotter method) wbarh() (skcriteria.core.plot.DecisionMatrixPlotter method) wbox() (skcriteria.core.plot.DecisionMatrixPlotter method) WeightedProductModel (class in skcriteria.agg.simple) WeightedSumModel (class in skcriteria.agg.simple) weights (skcriteria.core.data.DecisionMatrix property) (skcriteria.preprocessing.impute.KNNImputer property)

weights_outrank() (in module skcriteria.agg.electre) wheatmap() (skcriteria.core.plot.DecisionMatrixPlotter method) whist() (skcriteria.core.plot.DecisionMatrixPlotter method) will_change() (in module skcriteria.utils.deprecate) with_mean (skcriteria.preprocessing.scalers.StandarScaler property) with_std (skcriteria.preprocessing.scalers.StandarScaler property) wkde() (skcriteria.core.plot.DecisionMatrixPlotter method) wogive() (skcriteria.core.plot.DecisionMatrixPlotter method) wpm() (in module skcriteria.agg.simple) wsm() (in module skcriteria.agg.simple)

Y

yaml_multi_representers (skcriteria.io.dmsy.CustomYAMLDumper attribute)

yaml_representers (skcriteria.io.dmsy.CustomYAMLDumper attribute)