Index

B

batch_size (glass_box_umap.GlassBoxUMAP.compute_contributions parameter) (glass_box_umap.jacobian.compute_jacobian parameter) (GlassBoxUMAP attribute) (ParametricUMAP attribute)

block_after_fit (glass_box_umap.plotting.LiveEmbeddingCallback parameter), [1]

C

checkpoint_dir (GlassBoxUMAP attribute) (ParametricUMAP attribute)

compute_contributions() (GlassBoxUMAP method) compute_jacobian() (GlassBoxUMAP method) (in module glass_box_umap.jacobian)

E

encoder_kwargs (GlassBoxUMAP attribute) (ParametricUMAP attribute) encoder_name (ParametricUMAP attribute)

epochs (GlassBoxUMAP attribute) (ParametricUMAP attribute) extra_callbacks (ParametricUMAP attribute)

F

fit() (ParametricUMAP method)

fit_transform() (ParametricUMAP method)

G

glass_box_umap module glass_box_umap.jacobian module

glass_box_umap.plotting module GlassBoxUMAP (class in glass_box_umap)

H

hover_images (glass_box_umap.plotting.LiveEmbeddingCallback parameter), [1]

J

jacobian (glass_box_umap.jacobian.project_jacobian parameter)

JacobianVerification (class in glass_box_umap.jacobian)

L

labels (glass_box_umap.plotting.LiveEmbeddingCallback parameter), [1] LiveEmbeddingCallback (class in glass_box_umap.plotting)

load() (ParametricUMAP class method) lr (GlassBoxUMAP attribute) (ParametricUMAP attribute)

M

max_error (JacobianVerification attribute) mean_error (JacobianVerification attribute) metric (GlassBoxUMAP attribute) (ParametricUMAP attribute) min_dist (GlassBoxUMAP attribute) (ParametricUMAP attribute)

model (glass_box_umap.jacobian.compute_jacobian parameter) module glass_box_umap glass_box_umap.jacobian glass_box_umap.plotting

N

n_components (GlassBoxUMAP attribute) (ParametricUMAP attribute) n_neighbors (GlassBoxUMAP attribute) (ParametricUMAP attribute)

negative_sample_rate (GlassBoxUMAP attribute) (ParametricUMAP attribute) num_batches (ParametricUMAP attribute) num_workers (GlassBoxUMAP attribute) (ParametricUMAP attribute)

O

on_fit_start() (LiveEmbeddingCallback method) on_train_end() (LiveEmbeddingCallback method)

on_train_epoch_end() (LiveEmbeddingCallback method) on_train_epoch_start() (LiveEmbeddingCallback method) output_backend (glass_box_umap.plotting.LiveEmbeddingCallback parameter), [1]

P

ParametricUMAP (class in glass_box_umap) pca_components (GlassBoxUMAP attribute) (ParametricUMAP attribute) plot_embedding() (in module glass_box_umap.plotting)

plot_embedding_static() (in module glass_box_umap.plotting) port (glass_box_umap.plotting.LiveEmbeddingCallback parameter), [1] proj_tensor (glass_box_umap.jacobian.project_jacobian parameter) project_jacobian() (in module glass_box_umap.jacobian)

Q

quiet (ParametricUMAP attribute)

R

random_state (GlassBoxUMAP attribute) (ParametricUMAP attribute) reconstruction_range (JacobianVerification attribute) reduce_contributions() (in module glass_box_umap.jacobian)

reduction (glass_box_umap.GlassBoxUMAP.compute_contributions parameter) relative_error (JacobianVerification attribute) repulsion_strength (GlassBoxUMAP attribute) (ParametricUMAP attribute) restore_best_weights (ParametricUMAP attribute)

S

save() (ParametricUMAP method)

T

to() (ParametricUMAP method)

transform() (ParametricUMAP method) transform_fn (glass_box_umap.plotting.LiveEmbeddingCallback parameter), [1]

V

verify_jacobian() (in module glass_box_umap.jacobian)

X

X (glass_box_umap.GlassBoxUMAP.compute_contributions parameter)

x (glass_box_umap.jacobian.compute_jacobian parameter) X (glass_box_umap.plotting.LiveEmbeddingCallback parameter), [1]

Z

z_range (JacobianVerification attribute)