Index

_

__call__() (pycvi.cvi.CVI method)

A

argbest() (pycvi.cvi.CVI method)

argworst() (pycvi.cvi.CVI method)

B

best_score() (pycvi.cvi.CVI method)

better_score() (pycvi.cvi.CVI method)

C

CalinskiHarabasz (class in pycvi.cvi) CH() (in module pycvi.cvi_func) compute_all_scores() (in module pycvi.compute_scores) compute_center() (in module pycvi.cluster) compute_centers() (in module pycvi.cluster) contingency_matrix() (in module pycvi.vi) criterion() (pycvi.cvi.CVI method) CVI (class in pycvi.cvi) cvi_types (pycvi.cvi.CalinskiHarabasz attribute) (pycvi.cvi.CVI attribute) (pycvi.cvi.DB attribute) (pycvi.cvi.Diameter attribute) (pycvi.cvi.Dunn attribute) (pycvi.cvi.GapStatistic attribute) (pycvi.cvi.Hartigan attribute) (pycvi.cvi.Inertia attribute) (pycvi.cvi.MaulikBandyopadhyay attribute) (pycvi.cvi.ScoreFunction attribute) (pycvi.cvi.SD attribute) (pycvi.cvi.SDbw attribute) (pycvi.cvi.Silhouette attribute) (pycvi.cvi.XB attribute) (pycvi.cvi.XBStar attribute)

CVIAggregator (class in pycvi.cvi) CVIs (in module pycvi.cvi)

D

davies_bouldin() (in module pycvi.cvi_func) DB (class in pycvi.cvi)

Diameter (class in pycvi.cvi) Dunn (class in pycvi.cvi) dunn() (in module pycvi.cvi_func)

E

EmptyClusterError

entropy() (in module pycvi.vi)

F

f_cdist() (in module pycvi.dist) f_diameter() (in module pycvi.compute_scores)

f_inertia() (in module pycvi.compute_scores) f_intra() (in module pycvi.compute_scores) f_pdist() (in module pycvi.dist)

G

gap_statistic() (in module pycvi.cvi_func) GapStatistic (class in pycvi.cvi) generate_all_clusterings() (in module pycvi.cluster) generate_uniform() (in module pycvi.cluster) get_clustering() (in module pycvi.cluster) get_cvi_kwargs() (pycvi.cvi.CalinskiHarabasz method) (pycvi.cvi.CVI method) (pycvi.cvi.GapStatistic method) (pycvi.cvi.Hartigan method) (pycvi.cvi.MaulikBandyopadhyay method) (pycvi.cvi.ScoreFunction method) (pycvi.cvi.SD method)

H

Hartigan (class in pycvi.cvi)

hartigan() (in module pycvi.cvi_func)

I

Inertia (class in pycvi.cvi) InvalidKError

InvalidScoreError is_relevant() (pycvi.cvi.CVI method)

L

load_data() (in module pycvi.datasets.benchmark)

M

MaulikBandyopadhyay (class in pycvi.cvi) MB() (in module pycvi.cvi_func) module pycvi pycvi.cluster pycvi.compute_scores pycvi.cvi pycvi.cvi_func pycvi.datasets pycvi.datasets.benchmark pycvi.dist pycvi.exceptions pycvi.vi

mutual_information() (in module pycvi.vi)

P

P_clusters() (in module pycvi.vi) prepare_data() (in module pycvi.cluster) pycvi module pycvi.cluster module pycvi.compute_scores module pycvi.cvi module pycvi.cvi_func module

pycvi.datasets module pycvi.datasets.benchmark module pycvi.dist module pycvi.exceptions module pycvi.vi module

R

reduce() (in module pycvi.dist) reductions (pycvi.cvi.CVI attribute) (pycvi.cvi.Diameter attribute) (pycvi.cvi.Inertia attribute)

S

score_function() (in module pycvi.cvi_func) ScoreError ScoreFunction (class in pycvi.cvi) SD (class in pycvi.cvi) SD_index() (in module pycvi.cvi_func) SDbw (class in pycvi.cvi) SDbw_index() (in module pycvi.cvi_func)

select() (pycvi.cvi.CVI method) (pycvi.cvi.CVIAggregator method) SelectionError ShapeError Silhouette (class in pycvi.cvi) silhouette() (in module pycvi.cvi_func) sliding_window() (in module pycvi.cluster)

V

variation_information() (in module pycvi.vi)

W

worst_score() (pycvi.cvi.CVI method)

X

XB (class in pycvi.cvi) XBStar (class in pycvi.cvi)

xie_beni() (in module pycvi.cvi_func) xie_beni_star() (in module pycvi.cvi_func)