Index

A

alternative_models (emb_diversity.axes_registry.DiversityAxis attribute), [1]

B

bins_entropy() (in module emb_diversity) (in module emb_diversity.measures.bins_entropy)

bottleneck() (in module emb_diversity) (in module emb_diversity.measures.bottleneck)

C

cached_encode() (in module emb_diversity.utility) chamfer_dist() (in module emb_diversity) (in module emb_diversity.measures.chamfer_dist) clear_cache() (in module emb_diversity.utility) clear_distance_cache() (in module emb_diversity) (in module emb_diversity.measures.utils)

cluster_inertia() (in module emb_diversity) (in module emb_diversity.measures.cluster_inertia) compute_pairwise_distances() (in module emb_diversity) (in module emb_diversity.measures.utils) convex_hull_volume_3d() (in module emb_diversity) (in module emb_diversity.measures.convex_hull_volume_3d)

D

dcscore() (in module emb_diversity) (in module emb_diversity.measures.dcscore) default() (in module emb_diversity.cli) default_model (emb_diversity.axes_registry.DiversityAxis attribute), [1] description (emb_diversity.axes_registry.DiversityAxis attribute), [1]

diameter() (in module emb_diversity) (in module emb_diversity.measures.diameter) distance_cache_info() (in module emb_diversity) (in module emb_diversity.measures.utils) DiversityAxis (class in emb_diversity.axes_registry)

E

emb_diversity module emb_diversity.axes_registry module emb_diversity.cli module emb_diversity.convenience module emb_diversity.embed module emb_diversity.embeddings module emb_diversity.embeddings.embed_audio module emb_diversity.embeddings.embed_text module emb_diversity.measures module emb_diversity.measures.bins_entropy module emb_diversity.measures.bottleneck module emb_diversity.measures.chamfer_dist module emb_diversity.measures.cluster_inertia module emb_diversity.measures.convex_hull_volume_3d module emb_diversity.measures.dcscore module emb_diversity.measures.diameter module emb_diversity.measures.energy module emb_diversity.measures.geo_mean_std module emb_diversity.measures.graph_entropy module emb_diversity.measures.hamdiv module emb_diversity.measures.knn module

emb_diversity.measures.log_determinant module emb_diversity.measures.mean_pw_dist module emb_diversity.measures.mst_dispersion module emb_diversity.measures.renyi_entropy module emb_diversity.measures.span_centroid module emb_diversity.measures.span_medoid module emb_diversity.measures.sum_bottleneck module emb_diversity.measures.sum_diameter module emb_diversity.measures.sum_pairwise_dist module emb_diversity.measures.types module emb_diversity.measures.utils module emb_diversity.measures.vendi_score module emb_diversity.measures_registry module emb_diversity.plot module emb_diversity.utility module emb_diversity.utility.project_root module emb_diversity.utility.validate module embed_audio() (in module emb_diversity) (in module emb_diversity.embed) embed_texts() (in module emb_diversity) (in module emb_diversity.embed) encode() (in module emb_diversity.embeddings.embed_audio) (in module emb_diversity.embeddings.embed_text) energy() (in module emb_diversity) (in module emb_diversity.measures.energy) ensure_cosine_defined() (in module emb_diversity.utility.validate)

F

find() (in module emb_diversity.utility.project_root)

G

geo_mean_std() (in module emb_diversity) (in module emb_diversity.measures.geo_mean_std)

get_measure() (in module emb_diversity.measures_registry) graph_entropy() (in module emb_diversity) (in module emb_diversity.measures.graph_entropy)

H

hamdiv() (in module emb_diversity) (in module emb_diversity.measures.hamdiv)

K

knn() (in module emb_diversity) (in module emb_diversity.measures.knn)

L

list_axes_cmd() (in module emb_diversity.cli) list_measures_cmd() (in module emb_diversity.cli)

log_determinant() (in module emb_diversity) (in module emb_diversity.measures.log_determinant)

M

mean_pw_dist() (in module emb_diversity) (in module emb_diversity.measures.mean_pw_dist) measure_cmd() (in module emb_diversity.cli) measure_diversity() (in module emb_diversity) (in module emb_diversity.convenience) modality (emb_diversity.axes_registry.DiversityAxis attribute), [1] module emb_diversity emb_diversity.axes_registry emb_diversity.cli emb_diversity.convenience emb_diversity.embed emb_diversity.embeddings emb_diversity.embeddings.embed_audio emb_diversity.embeddings.embed_text emb_diversity.measures emb_diversity.measures.bins_entropy emb_diversity.measures.bottleneck emb_diversity.measures.chamfer_dist emb_diversity.measures.cluster_inertia emb_diversity.measures.convex_hull_volume_3d emb_diversity.measures.dcscore emb_diversity.measures.diameter emb_diversity.measures.energy emb_diversity.measures.geo_mean_std emb_diversity.measures.graph_entropy emb_diversity.measures.hamdiv emb_diversity.measures.knn emb_diversity.measures.log_determinant emb_diversity.measures.mean_pw_dist emb_diversity.measures.mst_dispersion emb_diversity.measures.renyi_entropy emb_diversity.measures.span_centroid emb_diversity.measures.span_medoid emb_diversity.measures.sum_bottleneck emb_diversity.measures.sum_diameter emb_diversity.measures.sum_pairwise_dist emb_diversity.measures.types emb_diversity.measures.utils emb_diversity.measures.vendi_score emb_diversity.measures_registry emb_diversity.plot emb_diversity.utility emb_diversity.utility.project_root emb_diversity.utility.validate

mst_dispersion() (in module emb_diversity) (in module emb_diversity.measures.mst_dispersion)

N

name (emb_diversity.axes_registry.DiversityAxis attribute), [1]

R

renyi_entropy() (in module emb_diversity) (in module emb_diversity.measures.renyi_entropy)

resolve_embeddings() (in module emb_diversity.embed) resolve_model_name() (in module emb_diversity.embed)

S

span_centroid() (in module emb_diversity) (in module emb_diversity.measures.span_centroid) span_medoid() (in module emb_diversity) (in module emb_diversity.measures.span_medoid) sum_bottleneck() (in module emb_diversity) (in module emb_diversity.measures.sum_bottleneck)

sum_diameter() (in module emb_diversity) (in module emb_diversity.measures.sum_diameter) sum_pairwise_dist() (in module emb_diversity) (in module emb_diversity.measures.sum_pairwise_dist)

V

vendi_score() (in module emb_diversity) (in module emb_diversity.measures.vendi_score)

W

warn_on_zero_norm_rows() (in module emb_diversity.utility.validate)