Index

B

Base_sampler (class in bayesgm.datasets.base_sampler)

BGM (class in bayesgm.models.bgm)

C

CausalBGM (class in bayesgm.models.causalbgm)

E

estimate_latent_dims() (in module bayesgm.utils.helpers) evaluate() (bayesgm.models.bgm.BGM method) (bayesgm.models.bgm.MNISTBGM method) (bayesgm.models.causalbgm.CausalBGM method) (bayesgm.models.causalbgm.FullMCMCCausalBGM method) (bayesgm.models.causalbgm.IdentifiableCausalBGM method)

F

fit() (bayesgm.models.bgm.BGM method) (bayesgm.models.bgm.MNISTBGM method) (bayesgm.models.causalbgm.CausalBGM method) (bayesgm.models.causalbgm.FullMCMCCausalBGM method) (bayesgm.models.causalbgm.IdentifiableCausalBGM method)

FullMCMCCausalBGM (class in bayesgm.models.causalbgm)

G

Gaussian_sampler (class in bayesgm.datasets.prior_samplers) generate() (bayesgm.models.bgm.BGM method) (bayesgm.models.bgm.MNISTBGM method) get_ADRF() (in module bayesgm.utils.helpers) get_batch() (bayesgm.datasets.prior_samplers.Gaussian_sampler method) get_config() (bayesgm.models.bgm.BGM method) (bayesgm.models.bgm.MNISTBGM method) (bayesgm.models.causalbgm.CausalBGM method) (bayesgm.models.causalbgm.FullMCMCCausalBGM method) (bayesgm.models.causalbgm.IdentifiableCausalBGM method)

get_density() (bayesgm.datasets.prior_samplers.GMM_indep_sampler method) (bayesgm.datasets.prior_samplers.Swiss_roll_sampler method) GMM_indep_sampler (class in bayesgm.datasets.prior_samplers)

I

IdentifiableCausalBGM (class in bayesgm.models.causalbgm)

L

load_all() (bayesgm.datasets.base_sampler.Base_sampler method) (bayesgm.datasets.prior_samplers.Gaussian_sampler method) (bayesgm.datasets.prior_samplers.GMM_indep_sampler method) (bayesgm.datasets.prior_samplers.Swiss_roll_sampler method)

M

mnist_mask_indices() (in module bayesgm.utils.helpers)

MNISTBGM (class in bayesgm.models.bgm)

N

next_batch() (bayesgm.datasets.base_sampler.Base_sampler method)

P

parse_file() (in module bayesgm.utils.data_io) parse_file_triplet() (in module bayesgm.utils.data_io) predict() (bayesgm.models.bgm.BGM method) (bayesgm.models.bgm.MNISTBGM method) (bayesgm.models.causalbgm.CausalBGM method) (bayesgm.models.causalbgm.FullMCMCCausalBGM method) (bayesgm.models.causalbgm.IdentifiableCausalBGM method)

R

run_mcmc_training() (bayesgm.models.causalbgm.FullMCMCCausalBGM method)

S

save_data() (in module bayesgm.utils.data_io) Semi_acic_sampler (class in bayesgm.datasets.causal_samplers) Semi_Twins_sampler (class in bayesgm.datasets.causal_samplers) Sim_Colangelo_sampler (class in bayesgm.datasets.causal_samplers) Sim_Hirano_Imbens_sampler (class in bayesgm.datasets.causal_samplers)

Sim_Sun_sampler (class in bayesgm.datasets.causal_samplers) simulate_heteroskedastic_data() (in module bayesgm.datasets.simulators) simulate_low_rank_data() (in module bayesgm.datasets.simulators) simulate_regression() (in module bayesgm.datasets.simulators) simulate_z_hetero() (in module bayesgm.datasets.simulators) Swiss_roll_sampler (class in bayesgm.datasets.prior_samplers)

T

train() (bayesgm.datasets.prior_samplers.Gaussian_sampler method) (bayesgm.datasets.prior_samplers.GMM_indep_sampler method) (bayesgm.datasets.prior_samplers.Swiss_roll_sampler method)