centrality_clusterization Namespace Reference

Functions
	load_data (input_root_file, feature_names)
	apply_selection (df)
	compute_correlation_matrix (df, feature_names, nbins)
	normalize_features (df, feature_names)
	set_plt_options ()
	plot_clusters (feature_names, clf, X, max_values)
	create_pdfs (feature_names, clf, df, nbins)
	main (input_root_file, feature_names, nbins, n_clusters, eps, load_model)

Variables
	parser = argparse.ArgumentParser(description="Python script to clusterize data by their features into clusters of equal size")
	required
	True
	help
	type
	int
	float
	default
	args = parser.parse_args()
	feature_names = args.features.split(",")

Function Documentation

apply_selection()

centrality_clusterization.apply_selection

(

df

)

Definition at line 27 of file centrality_clusterization.py.

Referenced by main().

compute_correlation_matrix()

centrality_clusterization.compute_correlation_matrix	(		df,
			feature_names,
			nbins
	)

Definition at line 51 of file centrality_clusterization.py.

References int.

Referenced by main().

create_pdfs()

centrality_clusterization.create_pdfs	(		feature_names,
			clf,
			df,
			nbins
	)

Definition at line 124 of file centrality_clusterization.py.

References max().

Referenced by main().

load_data()

centrality_clusterization.load_data	(		input_root_file,
			feature_names
	)

Definition at line 13 of file centrality_clusterization.py.

Referenced by main().

main()

centrality_clusterization.main	(		input_root_file,
			feature_names,
			nbins,
			n_clusters,
			eps,
			load_model
	)

Definition at line 174 of file centrality_clusterization.py.

References apply_selection(), compute_correlation_matrix(), create_pdfs(), int, load_data(), normalize_features(), plot_clusters(), and set_plt_options().

normalize_features()

centrality_clusterization.normalize_features	(		df,
			feature_names
	)

Definition at line 78 of file centrality_clusterization.py.

Referenced by main().

plot_clusters()

centrality_clusterization.plot_clusters	(		feature_names,
			clf,
			X,
			max_values
	)

Definition at line 95 of file centrality_clusterization.py.

References int.

Referenced by main().

set_plt_options()

centrality_clusterization.set_plt_options

(

)

Definition at line 89 of file centrality_clusterization.py.

Referenced by main().

Variable Documentation

args

centrality_clusterization.args = parser.parse_args()

Definition at line 215 of file centrality_clusterization.py.

default

centrality_clusterization.default

Definition at line 212 of file centrality_clusterization.py.

feature_names

centrality_clusterization.feature_names = args.features.split(",")

Definition at line 216 of file centrality_clusterization.py.

float

centrality_clusterization.float

Definition at line 212 of file centrality_clusterization.py.

help

centrality_clusterization.help

Definition at line 208 of file centrality_clusterization.py.

int

centrality_clusterization.int

Definition at line 210 of file centrality_clusterization.py.

Referenced by compute_correlation_matrix(), main(), and plot_clusters().

parser

centrality_clusterization.parser = argparse.ArgumentParser(description="Python script to clusterize data by their features into clusters of equal size")

Definition at line 207 of file centrality_clusterization.py.

required

centrality_clusterization.required

Definition at line 208 of file centrality_clusterization.py.

True

centrality_clusterization.True

Definition at line 208 of file centrality_clusterization.py.

type

centrality_clusterization.type

Definition at line 210 of file centrality_clusterization.py.