coix
stable
Getting Started with Coix
API and Developer Reference
Inference algorithms
Program combinators
Program transforms
Inference objectives
Utilities
Change Log
Tutorials and Examples
Tutorial Part 1: Implementing a Variational Autoencoder
Tutorial Part 2: Coix API
Tutorial Part 3: Annealed Sequential-Monte-Carlo Sampler
Example: Annealed Variational Inference in NumPyro
Example: Gaussian Mixture Model in NumPyro
Example: Deep Generative Mixture Model in NumPyro
Example: Time Series Model - Bouncing MNIST in NumPyro
Example: Annealed Variational Inference in Oryx
Example: Gaussian Mixture Model in Oryx
Example: Deep Generative Mixture Model in Oryx
coix
Index
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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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M
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N
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P
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R
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S
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T
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V
A
aft() (in module coix.algo)
apg_loss() (in module coix.loss)
apgs() (in module coix.algo)
avo_loss() (in module coix.loss)
B
BindModule (class in coix.util)
C
coix.algo
module
coix.api
module
coix.core
module
coix.loss
module
coix.util
module
compose() (in module coix.api)
D
dais() (in module coix.algo)
desuffix() (in module coix.util)
detach() (in module coix.core)
E
elbo_loss() (in module coix.loss)
empirical() (in module coix.core)
extend() (in module coix.api)
F
fkl_loss() (in module coix.loss)
fori_loop() (in module coix.api)
G
get_batch_ndims() (in module coix.util)
get_log_weight() (in module coix.util)
get_systematic_resampling_indices() (in module coix.util)
I
iwae_loss() (in module coix.loss)
M
module
coix.algo
coix.api
coix.core
coix.loss
coix.util
N
nasmc() (in module coix.algo)
nvi_avo() (in module coix.algo)
nvi_fkl() (in module coix.algo)
nvi_rkl() (in module coix.algo)
P
prng_key() (in module coix.core)
propose() (in module coix.api)
R
register_backend() (in module coix.core)
resample() (in module coix.api)
rkl_loss() (in module coix.loss)
rws() (in module coix.algo)
rws_loss() (in module coix.loss)
S
set_backend() (in module coix.core)
stick_the_landing() (in module coix.core)
suffix() (in module coix.core)
svi() (in module coix.algo)
svi_iwae() (in module coix.algo)
svi_stl() (in module coix.algo)
T
traced_evaluate() (in module coix.core)
train() (in module coix.util)
V
vsmc() (in module coix.algo)