Index

A

add_analysis() (nptsne.hsne_analysis.AnalysisContainer method) add_new_analysis() (nptsne.hsne_analysis.AnalysisModel method) Analysis (class in nptsne.hsne_analysis) analysis_container (nptsne.hsne_analysis.AnalysisModel property)

AnalysisContainer (class in nptsne.hsne_analysis) AnalysisModel (class in nptsne.hsne_analysis) Annoy (nptsne.KnnAlgorithm attribute) area_of_influence (nptsne.HSneScale property) AutoDetect (nptsne.GpgpuSneType attribute)

C

close() (nptsne.TextureTsneExtended method) ComputeShader (nptsne.GpgpuSneType attribute) ComputeShaderVulkan (nptsne.GpgpuSneType attribute)

Cosine (nptsne.KnnDistanceMetric attribute) CPU (nptsne.hsne_analysis.EmbedderType attribute) create_hsne() (nptsne.HSne method)

D

decay_started_at (nptsne.TextureTsneExtended property) do_iteration() (nptsne.hsne_analysis.Analysis method) (nptsne.hsne_analysis.SparseTsne method)

Dot (nptsne.KnnDistanceMetric attribute)

E

EmbedderType (class in nptsne.hsne_analysis) embedding (nptsne.hsne_analysis.Analysis property) (nptsne.hsne_analysis.SparseTsne property)

Euclidean (nptsne.KnnDistanceMetric attribute) exaggeration_iter (nptsne.TextureTsne property)

F

fit_transform() (nptsne.TextureTsne method)

Flann (nptsne.KnnAlgorithm attribute)

G

get_analysis() (nptsne.hsne_analysis.AnalysisContainer method) (nptsne.hsne_analysis.AnalysisModel method) get_area_of_influence() (nptsne.hsne_analysis.Analysis method) get_fast_area_of_influence() (nptsne.hsne_analysis.Analysis method)

get_landmark_weight() (nptsne.HSneScale method) get_scale() (nptsne.HSne method) get_supported_metrics() (nptsne.KnnAlgorithm method) GpgpuSneType (class in nptsne) GPU (nptsne.hsne_analysis.EmbedderType attribute)

H

Hamming (nptsne.KnnDistanceMetric attribute) HNSW (nptsne.KnnAlgorithm attribute)

HSne (class in nptsne) HSneScale (class in nptsne)

I

id (nptsne.hsne_analysis.Analysis property) init_transform() (nptsne.TextureTsneExtended method) init_transform_with_distance_matrix() (nptsne.TextureTsneExtended method)

InnerProduct (nptsne.KnnDistanceMetric attribute) iteration_count (nptsne.TextureTsneExtended property) iterations (nptsne.TextureTsne property)

K

kl_values (nptsne.TextureTsne property) (nptsne.TextureTsneExtended property) knn_algorithm (nptsne.TextureTsne property) (nptsne.TextureTsneExtended property)

knn_distance_metric (nptsne.TextureTsne property) (nptsne.TextureTsneExtended property) KnnAlgorithm (class in nptsne) KnnDistanceMetric (class in nptsne)

L

landmark_indexes (nptsne.hsne_analysis.Analysis property) landmark_orig_indexes (nptsne.hsne_analysis.Analysis property) (nptsne.HSneScale property)

landmark_weights (nptsne.hsne_analysis.Analysis property) load_hsne() (nptsne.HSne method)

M

Manhattan (nptsne.KnnDistanceMetric attribute) module nptsne nptsne.hsne_analysis numpy

N

name (nptsne.GpgpuSneType property) (nptsne.hsne_analysis.EmbedderType property) (nptsne.KnnAlgorithm property) (nptsne.KnnDistanceMetric property) nptsne module nptsne.hsne_analysis module

num_data_points (nptsne.HSne property) num_dimensions (nptsne.HSne property) num_points (nptsne.HSneScale property) num_scales (nptsne.HSne property) num_target_dimensions (nptsne.TextureTsne property) (nptsne.TextureTsneExtended property) number_of_points (nptsne.hsne_analysis.Analysis property) numpy module

P

parent_id (nptsne.hsne_analysis.Analysis property)

perplexity (nptsne.TextureTsne property) (nptsne.TextureTsneExtended property)

R

Raster (nptsne.GpgpuSneType attribute) read_num_scales() (nptsne.HSne static method) reinitialize_transform() (nptsne.TextureTsneExtended method)

remove_analysis() (nptsne.hsne_analysis.AnalysisContainer method) (nptsne.hsne_analysis.AnalysisModel method) run_transform() (nptsne.TextureTsneExtended method)

S

save() (nptsne.HSne method) scale_id (nptsne.hsne_analysis.Analysis property)

SparseTsne (class in nptsne.hsne_analysis) start_exaggeration_decay() (nptsne.TextureTsneExtended method)

T

TextureTsne (class in nptsne) TextureTsneExtended (class in nptsne) top_analysis (nptsne.hsne_analysis.AnalysisModel property)

transition_matrix (nptsne.hsne_analysis.Analysis property) (nptsne.HSneScale property) (nptsne.TextureTsne property)

V

value (nptsne.GpgpuSneType property) (nptsne.hsne_analysis.EmbedderType property) (nptsne.KnnAlgorithm property) (nptsne.KnnDistanceMetric property)

verbose (nptsne.TextureTsne property) (nptsne.TextureTsneExtended property)