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zhusuan.distributions
Submodules
zhusuan.distributions.base
zhusuan.distributions.bernoulli
zhusuan.distributions.logistic
zhusuan.distributions.normal
zhusuan.framework
Submodules
zhusuan.framework.bn
zhusuan.framework.stochastic_tensor
zhusuan.variational
Submodules
zhusuan.variational.elbo
zhusuan.mcmc
Submodules
zhusuan.mcmc.SGLD
zhusuan.mcmc.SGMCMC
zhusuan.flows
Submodules
zhusuan.flows.flow
zhusuan.transforms
Subpackages
zhusuan.transforms.invertible
Submodules
Submodules
zhusuan.transforms.base
zhusuan.transforms.sequential
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Index
A
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B
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C
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D
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E
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F
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G
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I
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L
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M
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N
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O
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P
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S
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T
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Z
A
AdditiveCoupling (class in zhusuan.transforms.invertible.coupling)
assert_invertible() (TestInvertibleTransform method)
B
batch_shape (Distribution property)
BayesianNet (class in zhusuan.framework.bn)
Bernoulli (class in zhusuan.distributions.bernoulli)
bn (StochasticTensor property)
C
cache (BayesianNet property)
D
dist (StochasticTensor property)
Distribution (class in zhusuan.distributions.base)
dtype (StochasticTensor property)
E
ELBO (class in zhusuan.variational.elbo)
EvidenceLowerBoundObjective (class in zhusuan.variational.elbo)
execute() (ELBO method)
(SGMCMC method)
(Transform method)
F
Flow (class in zhusuan.flows.flow)
G
get_coupling_mask() (in module zhusuan.transforms.invertible.coupling)
I
initialize() (SGMCMC method)
InvertibleTransform (class in zhusuan.transforms.invertible.base)
is_observed() (StochasticTensor method)
is_reparameterized (Distribution property)
L
log_joint() (BayesianNet method)
(ELBO method)
log_prob() (Distribution method)
(StochasticTensor method)
Logistic (class in zhusuan.distributions.logistic)
M
module
zhusuan.distributions
zhusuan.distributions.base
zhusuan.distributions.bernoulli
zhusuan.distributions.logistic
zhusuan.distributions.normal
zhusuan.flows
zhusuan.flows.flow
zhusuan.framework
zhusuan.framework.bn
zhusuan.framework.stochastic_tensor
zhusuan.mcmc
zhusuan.mcmc.SGLD
zhusuan.mcmc.SGMCMC
zhusuan.tests
zhusuan.tests.transforms
zhusuan.tests.transforms.base
zhusuan.tests.transforms.invertible
zhusuan.tests.transforms.invertible.test_coupling
zhusuan.tests.transforms.invertible.test_scaling
zhusuan.tests.transforms.test_sequential
zhusuan.transforms
zhusuan.transforms.base
zhusuan.transforms.invertible
zhusuan.transforms.invertible.base
zhusuan.transforms.invertible.coupling
zhusuan.transforms.invertible.scaling
zhusuan.transforms.sequential
zhusuan.variational
zhusuan.variational.elbo
N
name (StochasticTensor property)
nodes (BayesianNet property)
Normal (class in zhusuan.distributions.normal)
O
observe() (BayesianNet method)
observed (BayesianNet property)
P
probs (Bernoulli property)
S
sample() (Distribution method)
(SGMCMC method)
Scaling (class in zhusuan.transforms.invertible.scaling)
Sequential (class in zhusuan.transforms.sequential)
SGLD (class in zhusuan.mcmc.SGLD)
SGMCMC (class in zhusuan.mcmc.SGMCMC)
shape (StochasticTensor property)
sn() (BayesianNet method)
stochastic_node() (BayesianNet method)
StochasticTensor (class in zhusuan.framework.stochastic_tensor)
T
tensor (StochasticTensor property)
test_invertible() (TestAdditiveCoupling method)
(TestScaling method)
(TestSequential method)
TestAdditiveCoupling (class in zhusuan.tests.transforms.invertible.test_coupling)
TestInvertibleTransform (class in zhusuan.tests.transforms.base)
TestScaling (class in zhusuan.tests.transforms.invertible.test_scaling)
TestSequential (class in zhusuan.tests.transforms.test_sequential)
Transform (class in zhusuan.transforms.base)
Z
zhusuan.distributions
module
zhusuan.distributions.base
module
zhusuan.distributions.bernoulli
module
zhusuan.distributions.logistic
module
zhusuan.distributions.normal
module
zhusuan.flows
module
zhusuan.flows.flow
module
zhusuan.framework
module
zhusuan.framework.bn
module
zhusuan.framework.stochastic_tensor
module
zhusuan.mcmc
module
zhusuan.mcmc.SGLD
module
zhusuan.mcmc.SGMCMC
module
zhusuan.tests
module
zhusuan.tests.transforms
module
zhusuan.tests.transforms.base
module
zhusuan.tests.transforms.invertible
module
zhusuan.tests.transforms.invertible.test_coupling
module
zhusuan.tests.transforms.invertible.test_scaling
module
zhusuan.tests.transforms.test_sequential
module
zhusuan.transforms
module
zhusuan.transforms.base
module
zhusuan.transforms.invertible
module
zhusuan.transforms.invertible.base
module
zhusuan.transforms.invertible.coupling
module
zhusuan.transforms.invertible.scaling
module
zhusuan.transforms.sequential
module
zhusuan.variational
module
zhusuan.variational.elbo
module