Index

_

__init__() (clusx.clustering.models.DirichletProcess method) (clusx.clustering.models.PitmanYorProcess method)

__weakref__ (clusx.clustering.models.DirichletProcess attribute)

A

alpha (clusx.clustering.models.DirichletProcess attribute) (clusx.clustering.models.PitmanYorProcess attribute)

assign_cluster() (clusx.clustering.models.DirichletProcess method)

C

calculate_cluster_size_distribution() (clusx.evaluation.ClusterEvaluator method) calculate_silhouette_score() (clusx.evaluation.ClusterEvaluator method) calculate_similarity_metrics() (clusx.evaluation.ClusterEvaluator method) cluster_params (clusx.clustering.models.DirichletProcess attribute) (clusx.clustering.models.PitmanYorProcess attribute) ClusterEvaluator (class in clusx.evaluation) ClusterIntegrityError clusters (clusx.clustering.models.DirichletProcess attribute) (clusx.clustering.models.PitmanYorProcess attribute) clusx module clusx.__main__ module clusx.cli module clusx.clustering.models module

clusx.clustering.utils module clusx.errors module clusx.evaluation module clusx.logging module clusx.utils module clusx.version module clusx.visualization module ClusxError common_options() (in module clusx.cli)

D

default() (clusx.evaluation.NumpyEncoder method)

detect_powerlaw_distribution() (clusx.evaluation.ClusterEvaluator method) DirichletProcess (class in clusx.clustering.models)

E

embedding_dim (clusx.clustering.models.DirichletProcess attribute) (clusx.clustering.models.PitmanYorProcess attribute)

embeddings_ (clusx.clustering.models.DirichletProcess attribute) (clusx.clustering.models.PitmanYorProcess attribute) EvaluationError

F

find_outliers() (clusx.evaluation.ClusterEvaluator method) fit() (clusx.clustering.models.DirichletProcess method)

fit_predict() (clusx.clustering.models.DirichletProcess method) format_help() (clusx.cli.RichGroup method)

G

generate_report() (clusx.evaluation.ClusterEvaluator method) get_embedding() (clusx.clustering.models.DirichletProcess method) get_embeddings() (in module clusx.clustering.utils) get_logger() (in module clusx.logging)

get_metadata() (in module clusx.version) get_model_colors() (in module clusx.visualization) global_mean (clusx.clustering.models.DirichletProcess attribute) (clusx.clustering.models.PitmanYorProcess attribute)

I

init() (in module clusx.__main__)

is_csv_file() (in module clusx.clustering.utils) is_small_dataset() (in module clusx.visualization)

K

kappa (clusx.clustering.models.DirichletProcess attribute) (clusx.clustering.models.PitmanYorProcess attribute)

L

labels_ (clusx.clustering.models.DirichletProcess attribute) (clusx.clustering.models.PitmanYorProcess attribute) load_cluster_assignments() (in module clusx.clustering.utils) load_data() (in module clusx.clustering.utils)

load_parameters_from_json() (in module clusx.clustering.utils) log_crp_prior() (clusx.clustering.models.DirichletProcess method) log_likelihood() (clusx.clustering.models.DirichletProcess method) log_pyp_prior() (clusx.clustering.models.PitmanYorProcess method)

M

main() (in module clusx.cli) MIN_DATASET_SIZE (in module clusx.visualization) MissingClusterColumnError MissingParametersError model (clusx.clustering.models.DirichletProcess attribute) (clusx.clustering.models.PitmanYorProcess attribute) module clusx clusx.__main__ clusx.cli clusx.clustering.models clusx.clustering.utils clusx.errors clusx.evaluation clusx.logging clusx.utils clusx.version clusx.visualization

N

next_id (clusx.clustering.models.DirichletProcess attribute) (clusx.clustering.models.PitmanYorProcess attribute)

NumpyEncoder (class in clusx.evaluation)

P

PitmanYorProcess (class in clusx.clustering.models) plot_cluster_counts() (in module clusx.visualization) plot_cluster_size_distribution() (in module clusx.visualization) plot_outliers() (in module clusx.visualization)

plot_powerlaw_fit() (in module clusx.visualization) plot_silhouette_scores() (in module clusx.visualization) plot_similarity_metrics() (in module clusx.visualization) predict() (clusx.clustering.models.DirichletProcess method)

R

random_state (clusx.clustering.models.DirichletProcess attribute) (clusx.clustering.models.PitmanYorProcess attribute)

render_error_message() (in module clusx.visualization) RichGroup (class in clusx.cli)

S

safe_plot() (in module clusx.visualization) save_clusters_to_csv() (in module clusx.clustering.utils) save_clusters_to_json() (in module clusx.clustering.utils)

save_evaluation_report() (in module clusx.evaluation) setup_logging() (in module clusx.logging) sigma (clusx.clustering.models.PitmanYorProcess attribute)

T

text_embeddings (clusx.clustering.models.DirichletProcess attribute) (clusx.clustering.models.PitmanYorProcess attribute)

to_numpy() (in module clusx.utils)

V

VisualizationError

visualize_evaluation_dashboard() (in module clusx.visualization)