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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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H
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I
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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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R
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S
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T
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V
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W
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X
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Z
A
abs() (in module probflow.utils.ops)
activations (probflow.modules.DenseNetwork attribute)
add_kl_loss() (probflow.applications.DenseClassifier method)
(probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.LogisticRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.CategoricalModel method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
(probflow.models.Model method)
(probflow.modules.BatchNormalization method)
(probflow.modules.Dense method)
(probflow.modules.DenseNetwork method)
(probflow.modules.Embedding method)
(probflow.modules.Module method)
(probflow.modules.Sequential method)
additive_logistic_transform() (in module probflow.utils.ops)
aleatoric_interval() (probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
aleatoric_sample() (probflow.applications.DenseClassifier method)
(probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.LogisticRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.CategoricalModel method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
(probflow.models.Model method)
approx_kde() (in module probflow.utils.plotting)
ArrayDataGenerator (class in probflow.data)
B
BaseCallback (class in probflow.utils.base)
BaseDataGenerator (class in probflow.utils.base)
BaseDistribution (class in probflow.utils.base)
BaseModule (class in probflow.utils.base)
BaseParameter (class in probflow.utils.base)
batch_norms (probflow.modules.DenseNetwork attribute)
batch_size() (probflow.data.ArrayDataGenerator property)
(probflow.data.DataGenerator property)
(probflow.utils.base.BaseDataGenerator property)
BatchNormalization (class in probflow.modules)
bayesian_update() (probflow.applications.DenseClassifier method)
(probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.LogisticRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.CategoricalModel method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
(probflow.models.Model method)
(probflow.modules.BatchNormalization method)
(probflow.modules.Dense method)
(probflow.modules.DenseNetwork method)
(probflow.modules.Embedding method)
(probflow.modules.Module method)
(probflow.modules.Sequential method)
(probflow.parameters.BoundedParameter method)
(probflow.parameters.CategoricalParameter method)
(probflow.parameters.CenteredParameter method)
(probflow.parameters.DeterministicParameter method)
(probflow.parameters.DirichletParameter method)
(probflow.parameters.MultivariateNormalParameter method)
(probflow.parameters.Parameter method)
(probflow.parameters.PositiveParameter method)
(probflow.parameters.ScaleParameter method)
Bernoulli (class in probflow.distributions)
bias (probflow.applications.LinearRegression attribute)
(probflow.applications.LogisticRegression attribute)
(probflow.applications.PoissonRegression attribute)
BoundedParameter (class in probflow.parameters)
C
calibration_curve() (probflow.applications.DenseClassifier method)
(probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.LogisticRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.CategoricalModel method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
calibration_curve_plot() (probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
calibration_metric() (probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
Callback (class in probflow.callbacks)
cat() (in module probflow.utils.ops)
Categorical (class in probflow.distributions)
CategoricalModel (class in probflow.models)
CategoricalParameter (class in probflow.parameters)
Cauchy (class in probflow.distributions)
cdf() (probflow.distributions.Bernoulli method)
(probflow.distributions.Categorical method)
(probflow.distributions.Cauchy method)
(probflow.distributions.Deterministic method)
(probflow.distributions.Dirichlet method)
(probflow.distributions.Gamma method)
(probflow.distributions.HiddenMarkovModel method)
(probflow.distributions.InverseGamma method)
(probflow.distributions.Mixture method)
(probflow.distributions.MultivariateNormal method)
(probflow.distributions.Normal method)
(probflow.distributions.OneHotCategorical method)
(probflow.distributions.Poisson method)
(probflow.distributions.StudentT method)
(probflow.utils.base.BaseDistribution method)
centered_text() (in module probflow.utils.plotting)
CenteredParameter (class in probflow.parameters)
ContinuousModel (class in probflow.models)
copy_tensor() (in module probflow.utils.ops)
coverage_by() (probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
D
DataGenerator (class in probflow.data)
Dense (class in probflow.modules)
DenseClassifier (class in probflow.applications)
DenseNetwork (class in probflow.modules)
DenseRegression (class in probflow.applications)
Deterministic (class in probflow.distributions)
DeterministicParameter (class in probflow.parameters)
Dirichlet (class in probflow.distributions)
DirichletParameter (class in probflow.parameters)
DiscreteModel (class in probflow.models)
dispersion_metric() (probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
dump() (in module probflow.utils.io)
dumps() (in module probflow.utils.io)
(probflow.applications.DenseClassifier method)
(probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.LogisticRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.CategoricalModel method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
(probflow.models.Model method)
(probflow.modules.BatchNormalization method)
(probflow.modules.Dense method)
(probflow.modules.DenseNetwork method)
(probflow.modules.Embedding method)
(probflow.modules.Module method)
(probflow.modules.Sequential method)
E
EarlyStopping (class in probflow.callbacks)
elbo_loss() (probflow.applications.DenseClassifier method)
(probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.LogisticRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.CategoricalModel method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
(probflow.models.Model method)
Embedding (class in probflow.modules)
ensure_tensor_like() (in module probflow.utils.validation)
epistemic_interval() (probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
epistemic_sample() (probflow.applications.DenseClassifier method)
(probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.LogisticRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.CategoricalModel method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
(probflow.models.Model method)
exp() (in module probflow.utils.ops)
eye() (in module probflow.utils.ops)
F
fill_between() (in module probflow.utils.plotting)
fit() (probflow.applications.DenseClassifier method)
(probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.LogisticRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.CategoricalModel method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
(probflow.models.Model method)
full() (in module probflow.utils.ops)
full_of() (in module probflow.utils.initializers)
G
Gamma (class in probflow.distributions)
gather() (in module probflow.utils.ops)
get_backend() (in module probflow.utils.settings)
get_batch() (probflow.data.ArrayDataGenerator method)
(probflow.data.DataGenerator method)
get_datatype() (in module probflow.utils.settings)
get_elbo() (probflow.applications.DenseClassifier method)
(probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.LogisticRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.CategoricalModel method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
(probflow.models.Model method)
get_flipout() (in module probflow.utils.settings)
get_ix_label() (in module probflow.utils.plotting)
get_metric_fn() (in module probflow.utils.metrics)
get_next_color() (in module probflow.utils.plotting)
get_samples() (in module probflow.utils.settings)
get_static_sampling_uuid() (in module probflow.utils.settings)
H
HiddenMarkovModel (class in probflow.distributions)
I
insert_col_of() (in module probflow.utils.ops)
InverseGamma (class in probflow.distributions)
K
kl_divergence() (in module probflow.utils.ops)
kl_loss() (probflow.applications.DenseClassifier method)
(probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.LogisticRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.CategoricalModel method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
(probflow.models.Model method)
(probflow.modules.BatchNormalization method)
(probflow.modules.Dense method)
(probflow.modules.DenseNetwork method)
(probflow.modules.Embedding method)
(probflow.modules.Module method)
(probflow.modules.Sequential method)
(probflow.parameters.BoundedParameter method)
(probflow.parameters.CategoricalParameter method)
(probflow.parameters.CenteredParameter method)
(probflow.parameters.DeterministicParameter method)
(probflow.parameters.DirichletParameter method)
(probflow.parameters.MultivariateNormalParameter method)
(probflow.parameters.Parameter method)
(probflow.parameters.PositiveParameter method)
(probflow.parameters.ScaleParameter method)
(probflow.utils.base.BaseParameter method)
kl_loss_batch() (probflow.applications.DenseClassifier method)
(probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.LogisticRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.CategoricalModel method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
(probflow.models.Model method)
(probflow.modules.BatchNormalization method)
(probflow.modules.Dense method)
(probflow.modules.DenseNetwork method)
(probflow.modules.Embedding method)
(probflow.modules.Module method)
(probflow.modules.Sequential method)
KLWeightScheduler (class in probflow.callbacks)
L
layers (probflow.modules.DenseNetwork attribute)
LearningRateScheduler (class in probflow.callbacks)
LinearRegression (class in probflow.applications)
load() (in module probflow.utils.io)
loads() (in module probflow.utils.io)
log_cholesky_transform() (in module probflow.utils.ops)
log_likelihood() (probflow.applications.DenseClassifier method)
(probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.LogisticRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.CategoricalModel method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
(probflow.models.Model method)
log_prob() (probflow.applications.DenseClassifier method)
(probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.LogisticRegression method)
(probflow.applications.PoissonRegression method)
(probflow.distributions.Bernoulli method)
(probflow.distributions.Categorical method)
(probflow.distributions.Cauchy method)
(probflow.distributions.Deterministic method)
(probflow.distributions.Dirichlet method)
(probflow.distributions.Gamma method)
(probflow.distributions.HiddenMarkovModel method)
(probflow.distributions.InverseGamma method)
(probflow.distributions.Mixture method)
(probflow.distributions.MultivariateNormal method)
(probflow.distributions.Normal method)
(probflow.distributions.OneHotCategorical method)
(probflow.distributions.Poisson method)
(probflow.distributions.StudentT method)
(probflow.models.CategoricalModel method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
(probflow.models.Model method)
(probflow.utils.base.BaseDistribution method)
LogisticRegression (class in probflow.applications)
M
make_generator() (in module probflow.data)
mean() (in module probflow.utils.ops)
(probflow.distributions.Bernoulli method)
(probflow.distributions.Categorical method)
(probflow.distributions.Cauchy method)
(probflow.distributions.Deterministic method)
(probflow.distributions.Dirichlet method)
(probflow.distributions.Gamma method)
(probflow.distributions.HiddenMarkovModel method)
(probflow.distributions.InverseGamma method)
(probflow.distributions.Mixture method)
(probflow.distributions.MultivariateNormal method)
(probflow.distributions.Normal method)
(probflow.distributions.OneHotCategorical method)
(probflow.distributions.Poisson method)
(probflow.distributions.StudentT method)
(probflow.utils.base.BaseDistribution method)
metric() (probflow.applications.DenseClassifier method)
(probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.LogisticRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.CategoricalModel method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
(probflow.models.Model method)
Mixture (class in probflow.distributions)
mode() (probflow.distributions.Bernoulli method)
(probflow.distributions.Categorical method)
(probflow.distributions.Cauchy method)
(probflow.distributions.Deterministic method)
(probflow.distributions.Dirichlet method)
(probflow.distributions.Gamma method)
(probflow.distributions.HiddenMarkovModel method)
(probflow.distributions.InverseGamma method)
(probflow.distributions.Mixture method)
(probflow.distributions.MultivariateNormal method)
(probflow.distributions.Normal method)
(probflow.distributions.OneHotCategorical method)
(probflow.distributions.Poisson method)
(probflow.distributions.StudentT method)
(probflow.utils.base.BaseDistribution method)
Model (class in probflow.models)
module
probflow.applications
probflow.callbacks
probflow.data
probflow.distributions
probflow.models
probflow.modules
probflow.parameters
probflow.utils.base
probflow.utils.casting
probflow.utils.initializers
probflow.utils.io
probflow.utils.metrics
probflow.utils.ops
probflow.utils.plotting
probflow.utils.settings
probflow.utils.torch_distributions
probflow.utils.validation
Module (class in probflow.modules)
modules() (probflow.applications.DenseClassifier property)
(probflow.applications.DenseRegression property)
(probflow.applications.LinearRegression property)
(probflow.applications.LogisticRegression property)
(probflow.applications.PoissonRegression property)
(probflow.models.CategoricalModel property)
(probflow.models.ContinuousModel property)
(probflow.models.DiscreteModel property)
(probflow.models.Model property)
(probflow.modules.BatchNormalization property)
(probflow.modules.Dense property)
(probflow.modules.DenseNetwork property)
(probflow.modules.Embedding property)
(probflow.modules.Module property)
(probflow.modules.Sequential property)
MonitorELBO (class in probflow.callbacks)
MonitorMetric (class in probflow.callbacks)
MonitorParameter (class in probflow.callbacks)
MultivariateNormal (class in probflow.distributions)
MultivariateNormalParameter (class in probflow.parameters)
N
n_parameters() (probflow.applications.DenseClassifier property)
(probflow.applications.DenseRegression property)
(probflow.applications.LinearRegression property)
(probflow.applications.LogisticRegression property)
(probflow.applications.PoissonRegression property)
(probflow.models.CategoricalModel property)
(probflow.models.ContinuousModel property)
(probflow.models.DiscreteModel property)
(probflow.models.Model property)
(probflow.modules.BatchNormalization property)
(probflow.modules.Dense property)
(probflow.modules.DenseNetwork property)
(probflow.modules.Embedding property)
(probflow.modules.Module property)
(probflow.modules.Sequential property)
(probflow.parameters.BoundedParameter property)
(probflow.parameters.CategoricalParameter property)
(probflow.parameters.CenteredParameter property)
(probflow.parameters.DeterministicParameter property)
(probflow.parameters.DirichletParameter property)
(probflow.parameters.MultivariateNormalParameter property)
(probflow.parameters.Parameter property)
(probflow.parameters.PositiveParameter property)
(probflow.parameters.ScaleParameter property)
n_samples() (probflow.data.ArrayDataGenerator property)
(probflow.data.DataGenerator property)
(probflow.utils.base.BaseDataGenerator property)
n_variables() (probflow.applications.DenseClassifier property)
(probflow.applications.DenseRegression property)
(probflow.applications.LinearRegression property)
(probflow.applications.LogisticRegression property)
(probflow.applications.PoissonRegression property)
(probflow.models.CategoricalModel property)
(probflow.models.ContinuousModel property)
(probflow.models.DiscreteModel property)
(probflow.models.Model property)
(probflow.modules.BatchNormalization property)
(probflow.modules.Dense property)
(probflow.modules.DenseNetwork property)
(probflow.modules.Embedding property)
(probflow.modules.Module property)
(probflow.modules.Sequential property)
(probflow.parameters.BoundedParameter property)
(probflow.parameters.CategoricalParameter property)
(probflow.parameters.CenteredParameter property)
(probflow.parameters.DeterministicParameter property)
(probflow.parameters.DirichletParameter property)
(probflow.parameters.MultivariateNormalParameter property)
(probflow.parameters.Parameter property)
(probflow.parameters.PositiveParameter property)
(probflow.parameters.ScaleParameter property)
network (probflow.applications.DenseClassifier attribute)
(probflow.applications.DenseRegression attribute)
new_variable() (in module probflow.utils.ops)
Normal (class in probflow.distributions)
O
on_epoch_end() (probflow.callbacks.Callback method)
(probflow.callbacks.EarlyStopping method)
(probflow.callbacks.KLWeightScheduler method)
(probflow.callbacks.LearningRateScheduler method)
(probflow.callbacks.MonitorELBO method)
(probflow.callbacks.MonitorMetric method)
(probflow.callbacks.MonitorParameter method)
(probflow.callbacks.TimeOut method)
(probflow.data.ArrayDataGenerator method)
(probflow.data.DataGenerator method)
(probflow.utils.base.BaseCallback method)
(probflow.utils.base.BaseDataGenerator method)
on_epoch_start() (probflow.callbacks.Callback method)
(probflow.callbacks.EarlyStopping method)
(probflow.callbacks.KLWeightScheduler method)
(probflow.callbacks.LearningRateScheduler method)
(probflow.callbacks.MonitorELBO method)
(probflow.callbacks.MonitorMetric method)
(probflow.callbacks.MonitorParameter method)
(probflow.callbacks.TimeOut method)
(probflow.data.ArrayDataGenerator method)
(probflow.data.DataGenerator method)
(probflow.utils.base.BaseCallback method)
(probflow.utils.base.BaseDataGenerator method)
on_train_end() (probflow.callbacks.Callback method)
(probflow.callbacks.EarlyStopping method)
(probflow.callbacks.KLWeightScheduler method)
(probflow.callbacks.LearningRateScheduler method)
(probflow.callbacks.MonitorELBO method)
(probflow.callbacks.MonitorMetric method)
(probflow.callbacks.MonitorParameter method)
(probflow.callbacks.TimeOut method)
(probflow.utils.base.BaseCallback method)
on_train_start() (probflow.callbacks.Callback method)
(probflow.callbacks.EarlyStopping method)
(probflow.callbacks.KLWeightScheduler method)
(probflow.callbacks.LearningRateScheduler method)
(probflow.callbacks.MonitorELBO method)
(probflow.callbacks.MonitorMetric method)
(probflow.callbacks.MonitorParameter method)
(probflow.callbacks.TimeOut method)
OneHotCategorical (class in probflow.distributions)
ones() (in module probflow.utils.ops)
P
Parameter (class in probflow.parameters)
parameters() (probflow.applications.DenseClassifier property)
(probflow.applications.DenseRegression property)
(probflow.applications.LinearRegression property)
(probflow.applications.LogisticRegression property)
(probflow.applications.PoissonRegression property)
(probflow.models.CategoricalModel property)
(probflow.models.ContinuousModel property)
(probflow.models.DiscreteModel property)
(probflow.models.Model property)
(probflow.modules.BatchNormalization property)
(probflow.modules.Dense property)
(probflow.modules.DenseNetwork property)
(probflow.modules.Embedding property)
(probflow.modules.Module property)
(probflow.modules.Sequential property)
plot() (probflow.callbacks.KLWeightScheduler method)
(probflow.callbacks.LearningRateScheduler method)
(probflow.callbacks.MonitorELBO method)
(probflow.callbacks.MonitorMetric method)
(probflow.callbacks.MonitorParameter method)
plot_by() (in module probflow.utils.plotting)
plot_categorical_dist() (in module probflow.utils.plotting)
plot_discrete_dist() (in module probflow.utils.plotting)
plot_dist() (in module probflow.utils.plotting)
plot_line() (in module probflow.utils.plotting)
Poisson (class in probflow.distributions)
PoissonRegression (class in probflow.applications)
pos_xavier() (in module probflow.utils.initializers)
PositiveParameter (class in probflow.parameters)
posterior() (probflow.parameters.BoundedParameter property)
(probflow.parameters.CategoricalParameter property)
(probflow.parameters.CenteredParameter property)
(probflow.parameters.DeterministicParameter property)
(probflow.parameters.DirichletParameter property)
(probflow.parameters.MultivariateNormalParameter property)
(probflow.parameters.Parameter property)
(probflow.parameters.PositiveParameter property)
(probflow.parameters.ScaleParameter property)
posterior_ci() (probflow.applications.DenseClassifier method)
(probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.LogisticRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.CategoricalModel method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
(probflow.models.Model method)
(probflow.parameters.BoundedParameter method)
(probflow.parameters.CategoricalParameter method)
(probflow.parameters.CenteredParameter method)
(probflow.parameters.DeterministicParameter method)
(probflow.parameters.DirichletParameter method)
(probflow.parameters.MultivariateNormalParameter method)
(probflow.parameters.Parameter method)
(probflow.parameters.PositiveParameter method)
(probflow.parameters.ScaleParameter method)
posterior_mean() (probflow.applications.DenseClassifier method)
(probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.LogisticRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.CategoricalModel method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
(probflow.models.Model method)
(probflow.parameters.BoundedParameter method)
(probflow.parameters.CategoricalParameter method)
(probflow.parameters.CenteredParameter method)
(probflow.parameters.DeterministicParameter method)
(probflow.parameters.DirichletParameter method)
(probflow.parameters.MultivariateNormalParameter method)
(probflow.parameters.Parameter method)
(probflow.parameters.PositiveParameter method)
(probflow.parameters.ScaleParameter method)
(probflow.utils.base.BaseParameter method)
posterior_plot() (probflow.applications.DenseClassifier method)
(probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.LogisticRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.CategoricalModel method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
(probflow.models.Model method)
(probflow.parameters.BoundedParameter method)
(probflow.parameters.CategoricalParameter method)
(probflow.parameters.CenteredParameter method)
(probflow.parameters.DeterministicParameter method)
(probflow.parameters.DirichletParameter method)
(probflow.parameters.MultivariateNormalParameter method)
(probflow.parameters.Parameter method)
(probflow.parameters.PositiveParameter method)
(probflow.parameters.ScaleParameter method)
posterior_sample() (probflow.applications.DenseClassifier method)
(probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.LogisticRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.CategoricalModel method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
(probflow.models.Model method)
(probflow.parameters.BoundedParameter method)
(probflow.parameters.CategoricalParameter method)
(probflow.parameters.CenteredParameter method)
(probflow.parameters.DeterministicParameter method)
(probflow.parameters.DirichletParameter method)
(probflow.parameters.MultivariateNormalParameter method)
(probflow.parameters.Parameter method)
(probflow.parameters.PositiveParameter method)
(probflow.parameters.ScaleParameter method)
(probflow.utils.base.BaseParameter method)
pred_dist_coverage() (probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
pred_dist_covered() (probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
pred_dist_plot() (probflow.applications.DenseClassifier method)
(probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.LogisticRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.CategoricalModel method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
predict() (probflow.applications.DenseClassifier method)
(probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.LogisticRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.CategoricalModel method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
(probflow.models.Model method)
predictive_interval() (probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
predictive_prc() (probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
predictive_sample() (probflow.applications.DenseClassifier method)
(probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.LogisticRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.CategoricalModel method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
(probflow.models.Model method)
prior_plot() (probflow.applications.DenseClassifier method)
(probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.LogisticRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.CategoricalModel method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
(probflow.models.Model method)
(probflow.parameters.BoundedParameter method)
(probflow.parameters.CategoricalParameter method)
(probflow.parameters.CenteredParameter method)
(probflow.parameters.DeterministicParameter method)
(probflow.parameters.DirichletParameter method)
(probflow.parameters.MultivariateNormalParameter method)
(probflow.parameters.Parameter method)
(probflow.parameters.PositiveParameter method)
(probflow.parameters.ScaleParameter method)
prior_sample() (probflow.applications.DenseClassifier method)
(probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.LogisticRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.CategoricalModel method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
(probflow.models.Model method)
(probflow.parameters.BoundedParameter method)
(probflow.parameters.CategoricalParameter method)
(probflow.parameters.CenteredParameter method)
(probflow.parameters.DeterministicParameter method)
(probflow.parameters.DirichletParameter method)
(probflow.parameters.MultivariateNormalParameter method)
(probflow.parameters.Parameter method)
(probflow.parameters.PositiveParameter method)
(probflow.parameters.ScaleParameter method)
(probflow.utils.base.BaseParameter method)
prob() (probflow.applications.DenseClassifier method)
(probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.LogisticRegression method)
(probflow.applications.PoissonRegression method)
(probflow.distributions.Bernoulli method)
(probflow.distributions.Categorical method)
(probflow.distributions.Cauchy method)
(probflow.distributions.Deterministic method)
(probflow.distributions.Dirichlet method)
(probflow.distributions.Gamma method)
(probflow.distributions.HiddenMarkovModel method)
(probflow.distributions.InverseGamma method)
(probflow.distributions.Mixture method)
(probflow.distributions.MultivariateNormal method)
(probflow.distributions.Normal method)
(probflow.distributions.OneHotCategorical method)
(probflow.distributions.Poisson method)
(probflow.distributions.StudentT method)
(probflow.models.CategoricalModel method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
(probflow.models.Model method)
(probflow.utils.base.BaseDistribution method)
probflow.applications
module
probflow.callbacks
module
probflow.data
module
probflow.distributions
module
probflow.models
module
probflow.modules
module
probflow.parameters
module
probflow.utils.base
module
probflow.utils.casting
module
probflow.utils.initializers
module
probflow.utils.io
module
probflow.utils.metrics
module
probflow.utils.ops
module
probflow.utils.plotting
module
probflow.utils.settings
module
probflow.utils.torch_distributions
module
probflow.utils.validation
module
prod() (in module probflow.utils.ops)
R
r_squared() (probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
r_squared_plot() (probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
rand_rademacher() (in module probflow.utils.ops)
randn() (in module probflow.utils.ops)
relu() (in module probflow.utils.ops)
reset_kl_loss() (probflow.applications.DenseClassifier method)
(probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.LogisticRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.CategoricalModel method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
(probflow.models.Model method)
(probflow.modules.BatchNormalization method)
(probflow.modules.Dense method)
(probflow.modules.DenseNetwork method)
(probflow.modules.Embedding method)
(probflow.modules.Module method)
(probflow.modules.Sequential method)
residuals() (probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
residuals_plot() (probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
round() (in module probflow.utils.ops)
S
sample() (probflow.distributions.Bernoulli method)
(probflow.distributions.Categorical method)
(probflow.distributions.Cauchy method)
(probflow.distributions.Deterministic method)
(probflow.distributions.Dirichlet method)
(probflow.distributions.Gamma method)
(probflow.distributions.HiddenMarkovModel method)
(probflow.distributions.InverseGamma method)
(probflow.distributions.Mixture method)
(probflow.distributions.MultivariateNormal method)
(probflow.distributions.Normal method)
(probflow.distributions.OneHotCategorical method)
(probflow.distributions.Poisson method)
(probflow.distributions.StudentT method)
(probflow.utils.base.BaseDistribution method)
Sampling (class in probflow.utils.settings)
save() (probflow.applications.DenseClassifier method)
(probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.LogisticRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.CategoricalModel method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
(probflow.models.Model method)
(probflow.modules.BatchNormalization method)
(probflow.modules.Dense method)
(probflow.modules.DenseNetwork method)
(probflow.modules.Embedding method)
(probflow.modules.Module method)
(probflow.modules.Sequential method)
scale_xavier() (in module probflow.utils.initializers)
ScaleParameter (class in probflow.parameters)
Sequential (class in probflow.modules)
set_backend() (in module probflow.utils.settings)
set_datatype() (in module probflow.utils.settings)
set_flipout() (in module probflow.utils.settings)
set_kl_weight() (probflow.applications.DenseClassifier method)
(probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.LogisticRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.CategoricalModel method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
(probflow.models.Model method)
set_learning_rate() (probflow.applications.DenseClassifier method)
(probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.LogisticRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.CategoricalModel method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
(probflow.models.Model method)
set_samples() (in module probflow.utils.settings)
set_static_sampling_uuid() (in module probflow.utils.settings)
shape() (in module probflow.utils.ops)
sharpness() (probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
sigmoid() (in module probflow.utils.ops)
softplus() (in module probflow.utils.ops)
sqrt() (in module probflow.utils.ops)
square() (in module probflow.utils.ops)
std (probflow.applications.DenseRegression attribute)
(probflow.applications.LinearRegression attribute)
std() (in module probflow.utils.ops)
stop_training() (probflow.applications.DenseClassifier method)
(probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.LogisticRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.CategoricalModel method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
(probflow.models.Model method)
StudentT (class in probflow.distributions)
sum() (in module probflow.utils.ops)
summary() (probflow.applications.DenseClassifier method)
(probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.LogisticRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.CategoricalModel method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
(probflow.models.Model method)
T
TimeOut (class in probflow.callbacks)
to_numpy() (in module probflow.utils.casting)
to_tensor() (in module probflow.utils.casting)
train_step() (probflow.applications.DenseClassifier method)
(probflow.applications.DenseRegression method)
(probflow.applications.LinearRegression method)
(probflow.applications.LogisticRegression method)
(probflow.applications.PoissonRegression method)
(probflow.models.CategoricalModel method)
(probflow.models.ContinuousModel method)
(probflow.models.DiscreteModel method)
(probflow.models.Model method)
trainable_variables() (probflow.applications.DenseClassifier property)
(probflow.applications.DenseRegression property)
(probflow.applications.LinearRegression property)
(probflow.applications.LogisticRegression property)
(probflow.applications.PoissonRegression property)
(probflow.models.CategoricalModel property)
(probflow.models.ContinuousModel property)
(probflow.models.DiscreteModel property)
(probflow.models.Model property)
(probflow.modules.BatchNormalization property)
(probflow.modules.Dense property)
(probflow.modules.DenseNetwork property)
(probflow.modules.Embedding property)
(probflow.modules.Module property)
(probflow.modules.Sequential property)
(probflow.parameters.BoundedParameter property)
(probflow.parameters.CategoricalParameter property)
(probflow.parameters.CenteredParameter property)
(probflow.parameters.DeterministicParameter property)
(probflow.parameters.DirichletParameter property)
(probflow.parameters.MultivariateNormalParameter property)
(probflow.parameters.Parameter property)
(probflow.parameters.PositiveParameter property)
(probflow.parameters.ScaleParameter property)
V
variables() (probflow.parameters.BoundedParameter property)
(probflow.parameters.CategoricalParameter property)
(probflow.parameters.CenteredParameter property)
(probflow.parameters.DeterministicParameter property)
(probflow.parameters.DirichletParameter property)
(probflow.parameters.MultivariateNormalParameter property)
(probflow.parameters.Parameter property)
(probflow.parameters.PositiveParameter property)
(probflow.parameters.ScaleParameter property)
W
weights (probflow.applications.LinearRegression attribute)
(probflow.applications.LogisticRegression attribute)
(probflow.applications.PoissonRegression attribute)
X
xavier() (in module probflow.utils.initializers)
Z
zeros() (in module probflow.utils.ops)
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