Index

B

BaseMiner (class in skmine.base)

C

CallBacks (class in skmine.callbacks)

cover() (skmine.itemsets.SLIM method)

D

decision_function() (skmine.itemsets.SLIM method) describe() (in module skmine.datasets.utils) describe_logs() (in module skmine.datasets.utils) description_length() (skmine.graph.graphmdl.graph_mdl.GraphMDL method) discover() (skmine.base.BaseMiner method) (skmine.emerging.MBDLLBorder method) (skmine.graph.graphmdl.graph_mdl.GraphMDL method) (skmine.preprocessing.MDLPDiscretizer method)

DiscovererMixin (class in skmine.base) draw_pattern() (skmine.periodic.cycles.PeriodicPatternMiner method)

E

evaluate() (skmine.base.MDLOptimizer method) (skmine.itemsets.SLIM method)

export_patterns() (skmine.periodic.cycles.PeriodicPatternMiner method)

F

fetch_accidents() (in module skmine.datasets.fimi) fetch_any() (in module skmine.datasets.fimi) fetch_canadian_tv() (in module skmine.datasets) fetch_chess() (in module skmine.datasets.fimi) fetch_connect() (in module skmine.datasets.fimi) fetch_file() (in module skmine.datasets.fimi) fetch_health_app() (in module skmine.datasets) fetch_kosarak() (in module skmine.datasets.fimi) fetch_mushroom() (in module skmine.datasets.fimi) fetch_pumsb() (in module skmine.datasets.fimi) fetch_pumsb_star() (in module skmine.datasets.fimi)

fetch_retail() (in module skmine.datasets.fimi) fit() (skmine.base.BaseMiner method) (skmine.emerging.MBDLLBorder method) (skmine.feature_extraction.SLIMVectorizer method) (skmine.graph.graphmdl.graph_mdl.GraphMDL method) (skmine.itemsets.LCM method) (skmine.itemsets.SLIM method) (skmine.itemsets.slim_classifier.SlimClassifier method) (skmine.periodic.cycles.PeriodicPatternMiner method) (skmine.preprocessing.MDLPDiscretizer method) fit_discover() (skmine.base.DiscovererMixin method) fit_transform() (skmine.preprocessing.MDLPDiscretizer method)

G

generate_candidates() (skmine.base.MDLOptimizer method) (skmine.itemsets.SLIM method) get_code_length() (skmine.itemsets.SLIM method) get_data_home() (in module skmine.datasets)

get_params() (skmine.base.BaseMiner method) get_residuals() (skmine.periodic.cycles.PeriodicPatternMiner method) get_support() (skmine.itemsets.SLIM method) GraphMDL (class in skmine.graph.graphmdl.graph_mdl)

I

import_patterns() (skmine.periodic.cycles.PeriodicPatternMiner method)

initial_description_length() (skmine.graph.graphmdl.graph_mdl.GraphMDL method)

L

LCM (class in skmine.itemsets)

LCMMax (class in skmine.itemsets.lcm)

M

make_classification() (in module skmine.datasets) make_transactions() (in module skmine.datasets) MBDLLBorder (class in skmine.emerging)

mdl_prints() (in module skmine.callbacks) MDLOptimizer (class in skmine.base) MDLPDiscretizer (class in skmine.preprocessing)

P

patterns() (skmine.graph.graphmdl.graph_mdl.GraphMDL method) PeriodicPatternMiner (class in skmine.periodic.cycles)

predict() (skmine.itemsets.slim_classifier.SlimClassifier method) prefit() (skmine.itemsets.SLIM method)

R

reconstruct() (skmine.itemsets.SLIM method) (skmine.periodic.cycles.PeriodicPatternMiner method)

S

set_params() (skmine.base.BaseMiner method) SLIM (class in skmine.itemsets)

SlimClassifier (class in skmine.itemsets.slim_classifier) SLIMVectorizer (class in skmine.feature_extraction)

T

transform() (skmine.feature_extraction.SLIMVectorizer method) (skmine.itemsets.LCM method) (skmine.itemsets.lcm.LCMMax method) (skmine.itemsets.SLIM method) (skmine.periodic.cycles.PeriodicPatternMiner method) (skmine.preprocessing.MDLPDiscretizer method)

U

update() (skmine.itemsets.SLIM method)