sgdrf
stable
API Reference
sgdrf
Index
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Index
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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J
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K
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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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U
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V
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W
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X
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Z
C
check_inputs() (sgdrf.model.SGDRF static method)
D
d_maxs (sgdrf.sgdrf_config.SGDRFConfig attribute)
d_mins (sgdrf.sgdrf_config.SGDRFConfig attribute)
device (sgdrf.model.SGDRF attribute)
(sgdrf.sgdrf_config.SGDRFConfig attribute)
(sgdrf.subsample.ExponentialSubsampler attribute)
(sgdrf.subsample.LatestSubsampler attribute)
(sgdrf.subsample.MixingSubsampler attribute)
(sgdrf.subsample.Subsampler attribute)
(sgdrf.subsample.UniformSubsampler attribute)
dims (sgdrf.model.SGDRF attribute)
dir_p (sgdrf.model.SGDRF attribute)
(sgdrf.sgdrf_config.SGDRFConfig attribute)
dist() (sgdrf.subsample.ExponentialSubsampler method)
(sgdrf.subsample.LatestSubsampler method)
(sgdrf.subsample.MixingSubsampler method)
(sgdrf.subsample.Subsampler method)
(sgdrf.subsample.UniformSubsampler method)
E
EPSILON (in module sgdrf.model)
exp (sgdrf.subsample.ExponentialSubsampler attribute)
ExponentialSubsampler (class in sgdrf.subsample)
F
fail_on_nan_loss (sgdrf.model.SGDRF attribute)
(sgdrf.sgdrf_config.SGDRFConfig attribute)
forward() (sgdrf.model.SGDRF method)
G
guide() (sgdrf.model.SGDRF method)
J
jit (sgdrf.sgdrf_config.SGDRFConfig attribute)
jitter (sgdrf.model.SGDRF attribute)
K
K (sgdrf.model.SGDRF attribute)
(sgdrf.sgdrf_config.SGDRFConfig attribute)
kernel (sgdrf.model.SGDRF attribute)
(sgdrf.sgdrf_config.SGDRFConfig attribute)
L
latent_shape (sgdrf.model.SGDRF attribute)
LatestSubsampler (class in sgdrf.subsample)
M
M (sgdrf.model.SGDRF attribute)
max_obs (sgdrf.model.SGDRF attribute)
(sgdrf.sgdrf_config.SGDRFConfig attribute)
MixingSubsampler (class in sgdrf.subsample)
model() (sgdrf.model.SGDRF method)
module
sgdrf
sgdrf.model
sgdrf.sgdrf_config
sgdrf.subsample
N
n (sgdrf.subsample.ExponentialSubsampler attribute)
(sgdrf.subsample.LatestSubsampler attribute)
(sgdrf.subsample.MixingSubsampler attribute)
(sgdrf.subsample.Subsampler attribute)
(sgdrf.subsample.UniformSubsampler attribute)
n_xs (sgdrf.model.SGDRF attribute)
num_particles (sgdrf.model.SGDRF attribute)
(sgdrf.sgdrf_config.SGDRFConfig attribute)
O
objective (sgdrf.model.SGDRF attribute)
optimizer (sgdrf.model.SGDRF attribute)
(sgdrf.sgdrf_config.SGDRFConfig attribute)
P
process_inputs() (sgdrf.model.SGDRF method)
S
s1 (sgdrf.subsample.MixingSubsampler attribute)
s2 (sgdrf.subsample.MixingSubsampler attribute)
sgdrf
module
SGDRF (class in sgdrf.model)
sgdrf.model
module
sgdrf.sgdrf_config
module
sgdrf.subsample
module
SGDRFConfig (class in sgdrf.sgdrf_config)
step() (sgdrf.model.SGDRF method)
subsample() (sgdrf.subsample.Subsampler method)
Subsampler (class in sgdrf.subsample)
subsampler (sgdrf.model.SGDRF attribute)
(sgdrf.sgdrf_config.SGDRFConfig attribute)
svi (sgdrf.model.SGDRF attribute)
T
topic_prob() (sgdrf.model.SGDRF method)
TORCH_DEVICE_CPU (in module sgdrf.model)
U
uloc (sgdrf.model.SGDRF attribute)
UniformSubsampler (class in sgdrf.subsample)
uscaletril (sgdrf.model.SGDRF attribute)
V
V (sgdrf.model.SGDRF attribute)
(sgdrf.sgdrf_config.SGDRFConfig attribute)
W
weight (sgdrf.subsample.MixingSubsampler attribute)
whiten (sgdrf.model.SGDRF attribute)
(sgdrf.sgdrf_config.SGDRFConfig attribute)
word_prob() (sgdrf.model.SGDRF method)
word_topic_prob() (sgdrf.model.SGDRF method)
word_topic_probs (sgdrf.model.SGDRF attribute)
ws (sgdrf.model.SGDRF attribute)
X
xs (sgdrf.model.SGDRF attribute)
xu (sgdrf.model.SGDRF attribute)
xu_ns (sgdrf.sgdrf_config.SGDRFConfig attribute)
Z
zero_loc (sgdrf.model.SGDRF attribute)