CDlib
Overview
Who uses CDlib?
Goals
The Python CDlib library
Free software
EU H2020
Installing CDlib
Quick install
Optional Dependencies
Advanced
Installing from source
Source archive file
GitHub
Requirements
Python
Quick Start
Tutorial
FAQ
Reference
Community Objects
Which community should I use?
Community Types
Community Discovery algorithms
Node Clustering
Edge Clustering
Temporal Clustering
Ensemble Methods
Configuration Objects
Multiple Instantiation
Optimal Configuration Search
Evaluation
Fitness Functions
Partition Comparisons
Input-Output
CSV format
JSON format
Visual Analytics
Network Visualization
Analytics plots
Remote Datasets
cdlib.datasets.available_networks
cdlib.datasets.available_ground_truths
cdlib.datasets.fetch_network_data
cdlib.datasets.fetch_ground_truth_data
cdlib.datasets.fetch_network_ground_truth
Utilities
Graph Transformation
Identifier mapping
Bibliography
Algorithms
Evaluation measures
Researches using CDlib
CDlib
Docs
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Index
Edit on GitHub
Index
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A
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B
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C
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D
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E
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F
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G
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H
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I
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K
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L
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M
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N
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O
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P
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R
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S
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T
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U
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V
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W
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Z
_
__init__() (BoolParameter method)
(FitnessResult method)
(MatchingResult method)
(Parameter method)
A
add_clustering() (TemporalClustering method)
add_matching() (TemporalClustering method)
adjusted_mutual_information() (AttrNodeClustering method)
(BiNodeClustering method)
(FuzzyNodeClustering method)
(NodeClustering method)
(in module cdlib.evaluation)
adjusted_rand_index() (AttrNodeClustering method)
(BiNodeClustering method)
(FuzzyNodeClustering method)
(NodeClustering method)
(in module cdlib.evaluation)
agdl() (in module cdlib.algorithms)
angel() (in module cdlib.algorithms)
aslpaw() (in module cdlib.algorithms)
async_fluid() (in module cdlib.algorithms)
AttrNodeClustering (class in cdlib)
available_ground_truths() (in module cdlib.datasets)
available_networks() (in module cdlib.datasets)
average_internal_degree() (AttrNodeClustering method)
(BiNodeClustering method)
(FuzzyNodeClustering method)
(NodeClustering method)
(in module cdlib.evaluation)
avg_distance() (in module cdlib.evaluation)
avg_embeddedness() (in module cdlib.evaluation)
avg_odf() (AttrNodeClustering method)
(BiNodeClustering method)
(FuzzyNodeClustering method)
(NodeClustering method)
(in module cdlib.evaluation)
avg_transitivity() (in module cdlib.evaluation)
B
belief() (in module cdlib.algorithms)
big_clam() (in module cdlib.algorithms)
bimlpa() (in module cdlib.algorithms)
BiNodeClustering (class in cdlib)
BoolParameter (class in cdlib.ensemble)
C
cdlib.algorithms (module)
,
[1]
,
[2]
cdlib.datasets (module)
cdlib.ensemble (module)
cdlib.evaluation (module)
cdlib.readwrite (module)
cdlib.utils (module)
cdlib.viz (module)
chinesewhispers() (in module cdlib.algorithms)
clustering_stability_trend() (TemporalClustering method)
community_matching() (TemporalClustering method)
condor() (in module cdlib.algorithms)
conductance() (AttrNodeClustering method)
(BiNodeClustering method)
(FuzzyNodeClustering method)
(NodeClustering method)
(in module cdlib.evaluation)
conga() (in module cdlib.algorithms)
congo() (in module cdlib.algorithms)
convert_graph_formats() (in module cdlib.utils)
core_expansion() (in module cdlib.algorithms)
cpm() (in module cdlib.algorithms)
CPM_Bipartite() (in module cdlib.algorithms)
cut_ratio() (AttrNodeClustering method)
(BiNodeClustering method)
(FuzzyNodeClustering method)
(NodeClustering method)
(in module cdlib.evaluation)
D
danmf() (in module cdlib.algorithms)
dcs() (in module cdlib.algorithms)
demon() (in module cdlib.algorithms)
der() (in module cdlib.algorithms)
E
EdgeClustering (class in cdlib)
edges_inside() (AttrNodeClustering method)
(BiNodeClustering method)
(FuzzyNodeClustering method)
(NodeClustering method)
(in module cdlib.evaluation)
edmot() (in module cdlib.algorithms)
ego_networks() (in module cdlib.algorithms)
egonet_splitter() (in module cdlib.algorithms)
eigenvector() (in module cdlib.algorithms)
em() (in module cdlib.algorithms)
endntm() (in module cdlib.algorithms)
erdos_renyi_modularity() (AttrNodeClustering method)
(BiNodeClustering method)
(FuzzyNodeClustering method)
(NodeClustering method)
(in module cdlib.evaluation)
eva() (in module cdlib.algorithms)
expansion() (AttrNodeClustering method)
(BiNodeClustering method)
(FuzzyNodeClustering method)
(NodeClustering method)
(in module cdlib.evaluation)
F
f1() (AttrNodeClustering method)
(BiNodeClustering method)
(FuzzyNodeClustering method)
(NodeClustering method)
(in module cdlib.evaluation)
fetch_ground_truth_data() (in module cdlib.datasets)
fetch_network_data() (in module cdlib.datasets)
fetch_network_ground_truth() (in module cdlib.datasets)
FitnessResult (class in cdlib.evaluation)
flake_odf() (AttrNodeClustering method)
(BiNodeClustering method)
(FuzzyNodeClustering method)
(NodeClustering method)
(in module cdlib.evaluation)
fraction_over_median_degree() (AttrNodeClustering method)
(BiNodeClustering method)
(FuzzyNodeClustering method)
(NodeClustering method)
(in module cdlib.evaluation)
frc_fgsn() (in module cdlib.algorithms)
FuzzyNodeClustering (class in cdlib)
G
ga() (in module cdlib.algorithms)
gdmp2() (in module cdlib.algorithms)
gemsec() (in module cdlib.algorithms)
get_clustering_at() (TemporalClustering method)
get_community() (TemporalClustering method)
get_description() (AttrNodeClustering method)
(BiNodeClustering method)
(EdgeClustering method)
(FuzzyNodeClustering method)
(NodeClustering method)
get_explicit_community_match() (TemporalClustering method)
get_observation_ids() (TemporalClustering method)
girvan_newman() (in module cdlib.algorithms)
greedy_modularity() (in module cdlib.algorithms)
grid_execution() (in module cdlib.ensemble)
grid_search() (in module cdlib.ensemble)
H
has_explicit_match() (TemporalClustering method)
head_tail() (in module cdlib.algorithms)
hierarchical_link_community() (in module cdlib.algorithms)
hub_dominance() (in module cdlib.evaluation)
I
ilouvain() (in module cdlib.algorithms)
infomap() (in module cdlib.algorithms)
infomap_bipartite() (in module cdlib.algorithms)
internal_edge_density() (AttrNodeClustering method)
(BiNodeClustering method)
(FuzzyNodeClustering method)
(NodeClustering method)
(in module cdlib.evaluation)
K
kclique() (in module cdlib.algorithms)
kcut() (in module cdlib.algorithms)
L
label_propagation() (in module cdlib.algorithms)
lais2() (in module cdlib.algorithms)
leiden() (in module cdlib.algorithms)
lemon() (in module cdlib.algorithms)
lfm() (in module cdlib.algorithms)
lifecycle_polytree() (TemporalClustering method)
link_modularity() (AttrNodeClustering method)
(BiNodeClustering method)
(FuzzyNodeClustering method)
(NodeClustering method)
(in module cdlib.evaluation)
louvain() (in module cdlib.algorithms)
lpam() (in module cdlib.algorithms)
lpanni() (in module cdlib.algorithms)
lswl() (in module cdlib.algorithms)
lswl_plus() (in module cdlib.algorithms)
M
markov_clustering() (in module cdlib.algorithms)
MatchingResult (class in cdlib.evaluation)
max_odf() (AttrNodeClustering method)
(BiNodeClustering method)
(FuzzyNodeClustering method)
(NodeClustering method)
(in module cdlib.evaluation)
mnmf() (in module cdlib.algorithms)
mod_m() (in module cdlib.algorithms)
mod_r() (in module cdlib.algorithms)
modularity_density() (AttrNodeClustering method)
(BiNodeClustering method)
(FuzzyNodeClustering method)
(NodeClustering method)
(in module cdlib.evaluation)
multicom() (in module cdlib.algorithms)
N
newman_girvan_modularity() (AttrNodeClustering method)
(BiNodeClustering method)
(FuzzyNodeClustering method)
(NodeClustering method)
(in module cdlib.evaluation)
nf1() (AttrNodeClustering method)
(BiNodeClustering method)
(FuzzyNodeClustering method)
(NodeClustering method)
(in module cdlib.evaluation)
nnsed() (in module cdlib.algorithms)
node_perception() (in module cdlib.algorithms)
NodeClustering (class in cdlib)
normalized_cut() (AttrNodeClustering method)
(BiNodeClustering method)
(FuzzyNodeClustering method)
(NodeClustering method)
(in module cdlib.evaluation)
normalized_mutual_information() (AttrNodeClustering method)
(BiNodeClustering method)
(FuzzyNodeClustering method)
(NodeClustering method)
(in module cdlib.evaluation)
nx_node_integer_mapping() (in module cdlib.utils)
O
omega() (AttrNodeClustering method)
(BiNodeClustering method)
(FuzzyNodeClustering method)
(NodeClustering method)
(in module cdlib.evaluation)
overlapping_normalized_mutual_information_LFK() (AttrNodeClustering method)
(BiNodeClustering method)
(FuzzyNodeClustering method)
(NodeClustering method)
(in module cdlib.evaluation)
overlapping_normalized_mutual_information_MGH() (AttrNodeClustering method)
(BiNodeClustering method)
(FuzzyNodeClustering method)
(NodeClustering method)
(in module cdlib.evaluation)
overlapping_seed_set_expansion() (in module cdlib.algorithms)
P
Parameter (class in cdlib.ensemble)
paris() (in module cdlib.algorithms)
percomvc() (in module cdlib.algorithms)
plot_com_properties_relation() (in module cdlib.viz)
plot_com_stat() (in module cdlib.viz)
plot_community_graph() (in module cdlib.viz)
plot_network_clusters() (in module cdlib.viz)
plot_scoring() (in module cdlib.viz)
plot_sim_matrix() (in module cdlib.viz)
pool() (in module cdlib.ensemble)
pool_grid_filter() (in module cdlib.ensemble)
principled_clustering() (in module cdlib.algorithms)
purity() (AttrNodeClustering method)
(in module cdlib.evaluation)
pycombo() (in module cdlib.algorithms)
R
random_search() (in module cdlib.ensemble)
rb_pots() (in module cdlib.algorithms)
rber_pots() (in module cdlib.algorithms)
read_community_csv() (in module cdlib.readwrite)
read_community_json() (in module cdlib.readwrite)
remap_node_communities() (in module cdlib.utils)
ricci_community() (in module cdlib.algorithms)
S
sbm_dl() (in module cdlib.algorithms)
sbm_dl_nested() (in module cdlib.algorithms)
scaled_density() (in module cdlib.evaluation)
scan() (in module cdlib.algorithms)
scd() (in module cdlib.algorithms)
siblinarity_antichain() (in module cdlib.algorithms)
significance() (AttrNodeClustering method)
(BiNodeClustering method)
(FuzzyNodeClustering method)
(NodeClustering method)
(in module cdlib.evaluation)
significance_communities() (in module cdlib.algorithms)
size() (AttrNodeClustering method)
(BiNodeClustering method)
(FuzzyNodeClustering method)
(NodeClustering method)
(in module cdlib.evaluation)
slpa() (in module cdlib.algorithms)
spinglass() (in module cdlib.algorithms)
surprise() (AttrNodeClustering method)
(BiNodeClustering method)
(FuzzyNodeClustering method)
(NodeClustering method)
(in module cdlib.evaluation)
surprise_communities() (in module cdlib.algorithms)
symmnmf() (in module cdlib.algorithms)
T
TemporalClustering (class in cdlib)
threshold_clustering() (in module cdlib.algorithms)
tiles() (in module cdlib.algorithms)
to_edge_community_map() (EdgeClustering method)
to_json() (AttrNodeClustering method)
(BiNodeClustering method)
(EdgeClustering method)
(FuzzyNodeClustering method)
(NodeClustering method)
(TemporalClustering method)
to_node_community_map() (AttrNodeClustering method)
(BiNodeClustering method)
(FuzzyNodeClustering method)
(NodeClustering method)
triangle_participation_ratio() (AttrNodeClustering method)
(BiNodeClustering method)
(FuzzyNodeClustering method)
(NodeClustering method)
(in module cdlib.evaluation)
U
umstmo() (in module cdlib.algorithms)
V
variation_of_information() (AttrNodeClustering method)
(BiNodeClustering method)
(FuzzyNodeClustering method)
(NodeClustering method)
(in module cdlib.evaluation)
W
walkscan() (in module cdlib.algorithms)
walktrap() (in module cdlib.algorithms)
wCommunity() (in module cdlib.algorithms)
write_community_csv() (in module cdlib.readwrite)
write_community_json() (in module cdlib.readwrite)
Z
z_modularity() (AttrNodeClustering method)
(BiNodeClustering method)
(FuzzyNodeClustering method)
(NodeClustering method)
(in module cdlib.evaluation)
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