Index

A

all_reduce() (in module tvo.utils.parallel)

B

barrier() (in module tvo.utils.parallel) bcast_dtype() (in module tvo.utils.parallel) bcast_shape() (in module tvo.utils.parallel)

BernoulliTVAE (class in tvo.models) broadcast() (in module tvo.utils.parallel) BSC (class in tvo.models)

C

CyclicLR (class in tvo.utils)

D

data_estimator() (tvo.models.BSC method) (tvo.models.GMM method) (tvo.models.PMM method) (tvo.models.SSSC method)

E

EpochLog (class in tvo.exp)

EVOConfig (class in tvo.exp) EVOVariationalStates (class in tvo.variational)

F

forward() (tvo.models.BernoulliTVAE method) (tvo.models.GaussianTVAE method) FullEM (class in tvo.variational)

FullEMConfig (class in tvo.exp) FullEMSingleCauseConfig (class in tvo.exp) FullEMSingleCauseModels (class in tvo.variational)

G

gather_from_processes() (in module tvo.utils.parallel) GaussianTVAE (class in tvo.models) generate_bars() (in module tvo.utils) generate_data() (tvo.models.BernoulliTVAE method) (tvo.models.BSC method) (tvo.models.GaussianTVAE method) (tvo.models.GMM method) (tvo.models.NoisyOR method) (tvo.models.PMM method) (tvo.models.SSSC method)

get() (in module tvo.utils) get_device() (in module tvo) get_h5_dataset_to_processes() (in module tvo.utils.parallel) get_lr() (tvo.utils.CyclicLR method) get_run_policy() (in module tvo) GMM (class in tvo.models)

I

init_processes() (in module tvo.utils.parallel)

L

log_joint() (tvo.models.BernoulliTVAE method) (tvo.models.BSC method) (tvo.models.GaussianTVAE method) (tvo.models.GMM method) (tvo.models.NoisyOR method) (tvo.models.PMM method) (tvo.models.SSSC method)

log_pseudo_joint() (tvo.models.BSC method) (tvo.models.GMM method) (tvo.models.NoisyOR method) (tvo.models.PMM method) (tvo.models.SSSC method)

M

module tvo tvo.exp tvo.models tvo.trainer tvo.utils tvo.utils.parallel tvo.variational

mpi_average_grads() (in module tvo.utils.parallel)

N

NoisyOR (class in tvo.models)

P

PMM (class in tvo.models)

pprint() (in module tvo.utils.parallel) print() (tvo.exp.EpochLog method)

R

RandomSampledVarStates (class in tvo.variational)

RandomSamplingConfig (class in tvo.exp)

S

scatter_to_processes() (in module tvo.utils.parallel) shape (tvo.models.BSC property) (tvo.models.GMM property) (tvo.models.PMM property)

SSSC (class in tvo.models)

T

Testing (class in tvo.exp) Training (class in tvo.exp) tvo module tvo.exp module tvo.models module tvo.trainer module

tvo.utils module tvo.utils.parallel module tvo.variational module TVOVariationalStates (class in tvo.variational) TVSConfig (class in tvo.exp) TVSVariationalStates (class in tvo.variational)

U

update() (tvo.variational.EVOVariationalStates method) (tvo.variational.FullEM method) (tvo.variational.FullEMSingleCauseModels method) (tvo.variational.RandomSampledVarStates method) (tvo.variational.TVOVariationalStates method) (tvo.variational.TVSVariationalStates method) update_param_batch() (tvo.models.BSC method) (tvo.models.GMM method) (tvo.models.NoisyOR method) (tvo.models.PMM method) (tvo.models.SSSC method)

update_param_epoch() (tvo.models.BernoulliTVAE method) (tvo.models.BSC method) (tvo.models.GaussianTVAE method) (tvo.models.GMM method) (tvo.models.NoisyOR method) (tvo.models.PMM method) (tvo.models.SSSC method)