Index

A

Affine (class in torch_nf.bijectors)

B

BatchNorm (class in torch_nf.bijectors)

Bijector (class in torch_nf.bijectors)

C

count_num_params() (torch_nf.bijectors.Affine method) (torch_nf.bijectors.Bijector method) (torch_nf.bijectors.MAF method) (torch_nf.bijectors.RealNVP method) (torch_nf.bijectors.ToSimplex method)

D

D() (torch_nf.bijectors.Bijector property) (torch_nf.exponential_families.ExponentialFamily property)

Dirichlet (class in torch_nf.exponential_families)

E

eps() (torch_nf.bijectors.BatchNorm property) eta_to_mu() (torch_nf.exponential_families.Dirichlet method) (torch_nf.exponential_families.ExponentialFamily method) (torch_nf.exponential_families.MVN method)

ExponentialFamily (class in torch_nf.exponential_families)

F

forward_and_log_det() (torch_nf.bijectors.Affine method) (torch_nf.bijectors.BatchNorm method) (torch_nf.bijectors.Bijector method) (torch_nf.bijectors.MAF method) (torch_nf.bijectors.RealNVP method) (torch_nf.bijectors.ToInterval method) (torch_nf.bijectors.ToSimplex method)

fwd_fac() (torch_nf.bijectors.MAF property)

G

get_last_alpha() (torch_nf.bijectors.BatchNorm method)

get_last_mean() (torch_nf.bijectors.BatchNorm method)

I

inverse_and_log_det() (torch_nf.bijectors.Affine method) (torch_nf.bijectors.BatchNorm method) (torch_nf.bijectors.Bijector method) (torch_nf.bijectors.MAF method) (torch_nf.bijectors.RealNVP method) (torch_nf.bijectors.ToInterval method)

K

KL() (torch_nf.exponential_families.Dirichlet method) (torch_nf.exponential_families.MVN method)

L

lb() (torch_nf.bijectors.ToInterval property)

M

MAF (class in torch_nf.bijectors) momentum() (torch_nf.bijectors.BatchNorm property) mu_to_eta() (torch_nf.exponential_families.Dirichlet method) (torch_nf.exponential_families.ExponentialFamily method) (torch_nf.exponential_families.MVN method)

MVN (class in torch_nf.exponential_families)

N

num_layers() (torch_nf.bijectors.MAF property) (torch_nf.bijectors.RealNVP property)

num_units() (torch_nf.bijectors.MAF property) (torch_nf.bijectors.RealNVP property)

R

RealNVP (class in torch_nf.bijectors)

S

sample_eta() (torch_nf.exponential_families.Dirichlet method) (torch_nf.exponential_families.ExponentialFamily method) (torch_nf.exponential_families.MVN method)

support_layer() (torch_nf.exponential_families.ExponentialFamily property)

T

T() (torch_nf.exponential_families.Dirichlet method) (torch_nf.exponential_families.ExponentialFamily method) (torch_nf.exponential_families.MVN method) ToInterval (class in torch_nf.bijectors)

torch_atanh() (in module torch_nf.bijectors) torch_nf.bijectors (module) torch_nf.exponential_families (module) ToSimplex (class in torch_nf.bijectors) transform_upper() (torch_nf.bijectors.RealNVP property)

U

ub() (torch_nf.bijectors.ToInterval property)