Index

_

__init__() (CISSVAE method) (ClusterDataset method) (SearchSpace method)

A

autotune() (in module ciss_vae.training.autotune), [1]

C

ciss_vae module ciss_vae.classes module ciss_vae.classes.cluster_dataset module ciss_vae.classes.vae module ciss_vae.data module ciss_vae.training module ciss_vae.training.autotune module ciss_vae.training.run_cissvae module ciss_vae.training.train_initial module ciss_vae.training.train_refit module ciss_vae.utils module

ciss_vae.utils.clustering module ciss_vae.utils.helpers module ciss_vae.utils.loss module ciss_vae.utils.matrix module CISSVAE (class in ciss_vae.classes) (class in ciss_vae.classes.vae), [1] cluster_on_missing() (in module ciss_vae.utils) (in module ciss_vae.utils.clustering), [1] cluster_on_missing_prop() (in module ciss_vae.utils) (in module ciss_vae.utils.clustering), [1] ClusterDataset (class in ciss_vae.classes) (class in ciss_vae.classes.cluster_dataset), [1] compute_val_mse() (in module ciss_vae.utils) (in module ciss_vae.utils.helpers) copy() (ClusterDataset method), [1], [2] create_missingness_prop_matrix() (in module ciss_vae.utils) (in module ciss_vae.utils.matrix), [1]

D

decode() (CISSVAE method), [1], [2]

E

encode() (CISSVAE method), [1], [2]

evaluate_imputation() (in module ciss_vae.utils.helpers)

F

forward() (CISSVAE method), [1], [2]

G

get_activation_groups() (ClusterDataset method), [1], [2] get_final_lr() (CISSVAE method), [1], [2] get_imputed() (in module ciss_vae.utils) (in module ciss_vae.utils.helpers), [1]

get_imputed_df() (in module ciss_vae.utils) (in module ciss_vae.utils.helpers), [1] get_imputed_valdata() (CISSVAE method), [1], [2]

H

head() (MissingnessMatrix method)

I

impute_and_refit_loop() (in module ciss_vae.training.train_refit)

L

load() (SearchSpace class method), [1], [2] load_clusters() (in module ciss_vae.data) load_complete_data() (in module ciss_vae.data) load_example_dataset() (in module ciss_vae.data)

load_missing_data() (in module ciss_vae.data) loss_function() (in module ciss_vae.utils) (in module ciss_vae.utils.loss) loss_function_nomask() (in module ciss_vae.utils.loss)

M

MissingnessMatrix (class in ciss_vae.utils.matrix) module ciss_vae ciss_vae.classes ciss_vae.classes.cluster_dataset ciss_vae.classes.vae ciss_vae.data ciss_vae.training ciss_vae.training.autotune ciss_vae.training.run_cissvae ciss_vae.training.train_initial ciss_vae.training.train_refit ciss_vae.utils ciss_vae.utils.clustering ciss_vae.utils.helpers ciss_vae.utils.loss ciss_vae.utils.matrix

P

plot_vae_architecture() (in module ciss_vae.utils) (in module ciss_vae.utils.helpers), [1]

R

reparameterize() (CISSVAE method), [1], [2] route_through_layers() (CISSVAE method), [1], [2]

run_autotune() (in module ciss_vae.training) run_cissvae() (in module ciss_vae.training) (in module ciss_vae.training.run_cissvae), [1]

S

save() (SearchSpace method), [1], [2] SearchSpace (class in ciss_vae.training) (class in ciss_vae.training.autotune), [1]

set_activation_groups() (CISSVAE method), [1], [2] set_final_lr() (CISSVAE method), [1], [2] shape (MissingnessMatrix property)

T

to_dataframe() (MissingnessMatrix method) to_numpy() (MissingnessMatrix method) train_vae_initial() (in module ciss_vae.training) (in module ciss_vae.training.train_initial)

train_vae_refit() (in module ciss_vae.training) (in module ciss_vae.training.train_refit)