Index

A

apply_updates() (xrbm.train.cdk.CDApproximator method)

C

CDApproximator (class in xrbm.train.cdk) compute_gradients() (xrbm.train.cdk.CDApproximator method) CRBM (class in xrbm.models.crbm)

create_2d_filters_grid() (in module xrbm.utils.vizutils) create_variables() (xrbm.models.crbm.CRBM method) (xrbm.models.rbm.RBM method) cross_entropy() (in module xrbm.losses.losses)

F

free_energy() (xrbm.models.crbm.CRBM method) (xrbm.models.rbm.RBM method)

G

get_cost() (xrbm.models.crbm.CRBM method) (xrbm.models.rbm.RBM method) gibbs_sample_hvh() (xrbm.models.crbm.CRBM method) (xrbm.models.rbm.RBM method)

gibbs_sample_hvh_condcont() (xrbm.models.crbm.CRBM method) gibbs_sample_vhv() (xrbm.models.crbm.CRBM method) (xrbm.models.rbm.RBM method)

M

mse() (in module xrbm.losses.losses)

P

plot_bias() (in module xrbm.utils.vizutils)

plot_weight() (in module xrbm.utils.vizutils) predict() (xrbm.models.crbm.CRBM method)

R

RBM (class in xrbm.models.rbm)

S

sample_bernoulli() (in module xrbm.utils.tfutils) sample_h_from_v() (xrbm.models.rbm.RBM method)

sample_h_from_vc() (xrbm.models.crbm.CRBM method) sample_v_from_h() (xrbm.models.rbm.RBM method) sample_v_from_hc() (xrbm.models.crbm.CRBM method)

T

train() (xrbm.train.cdk.CDApproximator method)

X

xrbm (module) xrbm.losses (module) xrbm.losses.losses (module) xrbm.models.crbm (module) xrbm.models.rbm (module)

xrbm.train (module) xrbm.train.cdk (module) xrbm.utils (module) xrbm.utils.tfutils (module) xrbm.utils.vizutils (module)