Index

Symbols

![operator] !eval !import !InfiniteSampler !npy !npz !Param !pt !py

!Sampler !SemiInfiniteSampler !Stochastic:NAME !tensor !tensor:DTYPE !trace !txt / < <<

_

__all__ (in module clipppy.stochastic) __call__() (clipppy.commands.command.Command method) (clipppy.helpers.scheduled_optimizer_callback class method) (clipppy.stochastic.capsule.AllEncapsulator method) (clipppy.stochastic.capsule.Capsule method) (clipppy.stochastic.sampler.AbstractSampler method) (clipppy.stochastic.sampler.Context method) (clipppy.stochastic.sampler.Deterministic method) (clipppy.stochastic.sampler.Effect method) (clipppy.stochastic.sampler.NamedPseudoSampler method) (clipppy.stochastic.sampler.Param method) (clipppy.stochastic.sampler.PseudoSampler method) (clipppy.stochastic.sampler.Sampler method) (clipppy.stochastic.stochastic.StochasticScope method) (clipppy.stochastic.wrapper.CallableWrapper method) (clipppy.stochastic.wrapper.FunctionWrapper method) __class_getitem__() (clipppy.stochastic.wrapper.Wrapper class method) __getattr__() (clipppy.commands.commandable.Commandable method) (in module clipppy.stochastic) __getattribute__() (clipppy.commands.command.Command method) (clipppy.stochastic.wrapper.CallableWrapper method) __getitem__() (clipppy.commands.commandable.ProxyDict method) (clipppy.stochastic.stochastic.StochasticSpecs method) __getstate__() (clipppy.guide.guide.BaseGuide method) (clipppy.stochastic.wrapper.Wrapper method) __hash__() (clipppy.utils.PseudoString method) __init_subclass__() (clipppy.stochastic.sampler.NamedSampler class method) (clipppy.stochastic.wrapper.Wrapper class method) __iter__() (clipppy.stochastic.stochastic.StochasticSpecs method) __missing__() (clipppy.yaml.tagger.PerKeyDefaultDict method) __reduce__() (clipppy.stochastic.wrapper.Wrapper method) __repr__() (clipppy.guide.group_spec.GroupSpec method) (clipppy.stochastic.capsule.Capsule method) (clipppy.stochastic.sampler.PseudoSampler method) (clipppy.stochastic.stochastic.Stochastic method) (clipppy.utils.Sentinel method) __setattr__() (clipppy.commands.commandable.Commandable method) __setitem__() (clipppy.stochastic.stochastic.StochasticSpecs method) __setstate__() (clipppy.stochastic.wrapper.Wrapper method) __slots__ (clipppy.stochastic.capsule.AllEncapsulator attribute) (clipppy.stochastic.capsule.Capsule attribute) (clipppy.stochastic.stochastic.Stochastic attribute) (clipppy.stochastic.stochastic.StochasticScope attribute) (clipppy.stochastic.wrapper.CallableWrapper attribute) (clipppy.stochastic.wrapper.Wrapper attribute) __version__ (in module clipppy) _allmatch (in module clipppy.utils) _cat_sites() (clipppy.guide.sampling_group.SamplingGroup method) _cls (in module clipppy.stochastic.wrapper) _constructDescriptorT (in module clipppy.yaml.constructor) _constructT (in module clipppy.yaml.constructor) _Distribution (in module clipppy.utils.distributions.wrapper)

_func (clipppy.stochastic.sampler.Deterministic attribute) (clipppy.stochastic.sampler.Factor attribute) (clipppy.stochastic.sampler.NamedPseudoSampler attribute) _get_args() (clipppy.helpers.scheduled_optimizer_callback static method) (clipppy.helpers.scheduled_optimizer_callback_with_loss static method) _get_py_name() (clipppy.yaml.tagger.TaggerMixin static method) _Guide (in module clipppy.utils.typing) _init__() (clipppy.stochastic.capsule.AllEncapsulator method) (clipppy.stochastic.capsule.Encapsulator method) (clipppy.stochastic.stochastic.Stochastic method) (clipppy.stochastic.stochastic.StochasticScope method) _init_fn() (clipppy.guide.guide.BaseGuide static method) _jac() (clipppy.guide.sampling_groups.pmvn.PartialMultivariateNormalSamplingGroup method) _key_is() (in module clipppy.yaml.resolver) _KT (in module clipppy.utils.typing) (in module clipppy.yaml.tagger) _load_file() (clipppy.yaml.ClipppyYAML method) _merge_tag (clipppy.yaml.resolver.ClipppyResolver attribute) _mergepos_tag (clipppy.yaml.resolver.ClipppyResolver attribute) _Model (in module clipppy.utils.typing) _nomatch (in module clipppy.utils) _numpy (in module clipppy.patches.torch_numpy) _pos_tag (clipppy.yaml.resolver.ClipppyResolver attribute) _process_prototype() (clipppy.guide.sampling_group.SamplingGroup method) _PS (in module clipppy.yaml.constructor) _pyro_post_param() (clipppy.utils.pyro.NoGradMessenger static method) _sample() (clipppy.guide.sampling_group.SamplingGroup method) (clipppy.guide.sampling_group.SamplingGroupWithPrior method) _sample_site() (clipppy.guide.sampling_group.SamplingGroup method) _scale_diagonal() (clipppy.guide.sampling_group.SamplingGroup static method) _scale_matrix() (clipppy.guide.sampling_group.SamplingGroup static method) _scope (clipppy.yaml.scope.ScopeMixin attribute) _scoped_call() (clipppy.stochastic.stochastic.Stochastic method) (clipppy.stochastic.stochastic.StochasticScope method) _sentinel_dict (in module clipppy.yaml.templating) _setup_prototype() (clipppy.guide.guide.BaseGuide method) _Site (in module clipppy.utils.typing) _size (in module clipppy.utils.distributions.wrapper) _subclasses (clipppy.stochastic.sampler.NamedSampler attribute) _T (in module clipppy.stochastic.wrapper) (in module clipppy.utils.typing) (in module clipppy.yaml.constructor) _Tensor_Type (in module clipppy.guide.sampling_group) _Tin (in module clipppy.utils.typing) _Tout (in module clipppy.utils.typing) _type_hook_t (clipppy.yaml.constructor.ClipppyConstructor attribute) _value (clipppy.stochastic.capsule.Capsule attribute) _VT (in module clipppy.utils.typing) (in module clipppy.yaml.tagger) _wrapped_registry (clipppy.stochastic.wrapper.Wrapper attribute) _z_diag (clipppy.guide.sampling_groups.hpmvn.HierarchicPartialMultivariateNormalSamplingGroup property) (clipppy.guide.sampling_groups.pmvn.PartialMultivariateNormalSamplingGroup property) _z_full (clipppy.guide.sampling_groups.pmvn.PartialMultivariateNormalSamplingGroup property)

A

AbstractSampler (class in clipppy.stochastic.sampler) add_noise (clipppy.guide.guide.Guide attribute) add_type_hook() (clipppy.yaml.constructor.ClipppyConstructor class method) AllEncapsulator (class in clipppy.stochastic.capsule) apply() (clipppy.yaml.constructor.ClipppyConstructor class method) apply_bound (clipppy.yaml.constructor.ClipppyConstructor attribute)

apply_bound_prefixed (clipppy.yaml.constructor.ClipppyConstructor attribute) apply_prefixed (clipppy.yaml.constructor.ClipppyConstructor attribute) arg_constraints (clipppy.stochastic.infinite.InfiniteUniform property) (clipppy.utils.distributions.wrapper.DistributionWrapper attribute) attr_names (clipppy.commands.command.Command property) avgwindow (clipppy.commands.fit.Fit attribute)

B

BaseGuide (class in clipppy.guide.guide) batch_dim (clipppy.utils.distributions.wrapper.DistributionWrapper property) bind() (clipppy.yaml.constructor.ClipppyConstructor method) bind_mapping() (clipppy.yaml.constructor.ClipppyConstructor method)

bind_scalar() (clipppy.yaml.constructor.ClipppyConstructor method) bind_sequence() (clipppy.yaml.constructor.ClipppyConstructor method) boundkwargs (clipppy.commands.command.Command attribute) braceidpattern (clipppy.yaml.templating.TemplateWithDefaults attribute) builtins (clipppy.yaml.scope.ScopeMixin attribute)

C

call (clipppy.stochastic.sampler.PseudoSampler attribute) CallableWrapper (class in clipppy.stochastic.wrapper) callback (clipppy.commands.fit.Fit attribute) caller() (in module clipppy.utils) Capsule (class in clipppy.stochastic.capsule) cdf() (clipppy.utils.distributions.wrapper.DistributionWrapper method) children (clipppy.guide.guide.Guide attribute) clipppy module Clipppy (class in clipppy.clipppy) clipppy.clipppy module clipppy.commands module clipppy.commands.command module clipppy.commands.commandable module clipppy.commands.fit module clipppy.commands.mock module clipppy.commands.ppd module clipppy.guide module clipppy.guide.group_spec module clipppy.guide.guide module clipppy.guide.sampling_group module clipppy.guide.sampling_groups module clipppy.guide.sampling_groups.delta module clipppy.guide.sampling_groups.diagonal_normal module clipppy.guide.sampling_groups.hpmvn module clipppy.guide.sampling_groups.mvn module clipppy.guide.sampling_groups.pmvn module clipppy.helpers module clipppy.patches module clipppy.patches.torch_numpy module clipppy.stochastic module clipppy.stochastic.capsule module clipppy.stochastic.infinite module clipppy.stochastic.sampler module

clipppy.stochastic.stochastic module clipppy.stochastic.wrapper module clipppy.utils module clipppy.utils.distributions module clipppy.utils.distributions.extra_delta module clipppy.utils.distributions.extra_dimensions module clipppy.utils.distributions.wrapper module clipppy.utils.pyro module clipppy.utils.signatures module clipppy.utils.typing module clipppy.yaml module clipppy.yaml.constructor module clipppy.yaml.hooks module clipppy.yaml.prefixed module clipppy.yaml.resolver module clipppy.yaml.scope module clipppy.yaml.tagger module clipppy.yaml.templating module ClipppyConstructor (class in clipppy.yaml.constructor) ClipppyResolver (class in clipppy.yaml.resolver) ClipppyYAML (class in clipppy.yaml) Command (class in clipppy.commands.command) Commandable (class in clipppy.commands.commandable) commands (clipppy.commands.commandable.Commandable property) compose() (in module clipppy.utils) ConcreteSampler (class in clipppy.stochastic.sampler) conditioning (clipppy.commands.command.SamplingCommand attribute) const_corr() (clipppy.guide.sampling_groups.hpmvn.HierarchicPartialMultivariateNormalSamplingGroup method) construct() (clipppy.yaml.constructor.ClipppyConstructor class method) construct_bound() (clipppy.yaml.constructor.ClipppyConstructor class method) construct_object() (clipppy.yaml.constructor.ClipppyConstructor method) construct_prefixed() (clipppy.yaml.constructor.ClipppyConstructor class method) constructor (clipppy.yaml.ClipppyYAML attribute) Context (class in clipppy.stochastic.sampler) conv_th (clipppy.commands.fit.Fit attribute) converged() (clipppy.commands.fit.Fit method) copy_function() (in module clipppy.utils) corr_cholesky() (clipppy.guide.sampling_groups.mvn.MultivariateNormalSamplingGroup method) corr_matrix (clipppy.guide.sampling_groups.hpmvn.HierarchicPartialMultivariateNormalSamplingGroup property)

D

d (clipppy.stochastic.sampler.Sampler attribute) default_factory (clipppy.yaml.tagger.PerKeyDefaultDict attribute) DeltaSamplingGroup (class in clipppy.guide.sampling_groups.delta) depoutine() (in module clipppy.utils.pyro)

Deterministic (class in clipppy.stochastic.sampler) DiagonalNormalSamplingGroup (class in clipppy.guide.sampling_groups.diagonal_normal) distribution (clipppy.stochastic.sampler.Sampler property) DistributionWrapper (class in clipppy.utils.distributions.wrapper)

E

Effect (class in clipppy.stochastic.sampler) Encapsulator (class in clipppy.stochastic.capsule) entropy() (clipppy.utils.distributions.extra_dimensions.ExtraDimensions method) (clipppy.utils.distributions.wrapper.DistributionWrapper method) enumerate_support() (clipppy.utils.distributions.wrapper.DistributionWrapper method) enumlstrip() (in module clipppy.utils) eval() (clipppy.yaml.ClipppyYAML static method) event_dim (clipppy.stochastic.sampler.Deterministic attribute) (clipppy.stochastic.sampler.Param attribute)

event_shape (clipppy.guide.sampling_group.SamplingGroup property) expand() (clipppy.utils.distributions.extra_dimensions.ExtraDimensions method) (clipppy.utils.distributions.wrapper.DistributionWrapper method) expandkeys() (in module clipppy.utils) extra_repr() (clipppy.guide.sampling_group.SamplingGroup method) ExtraBatched (class in clipppy.utils.distributions.extra_dimensions) ExtraDelta (class in clipppy.utils.distributions.extra_delta) ExtraDimensions (class in clipppy.utils.distributions.extra_dimensions) ExtraIndependent (class in clipppy.utils.distributions.extra_dimensions)

F

Factor (class in clipppy.stochastic.sampler) filterkeys() (in module clipppy.utils) Fit (class in clipppy.commands.fit) fit (clipppy.clipppy.Clipppy attribute) forward() (clipppy.commands.command.Command method) (clipppy.commands.fit.Fit method) (clipppy.commands.mock.Mock method) (clipppy.commands.ppd.PPD method) (clipppy.guide.guide.BaseGuide method) (clipppy.guide.sampling_group.SamplingGroup method)

free_signature (clipppy.yaml.constructor.ClipppyConstructor attribute) func (clipppy.yaml.prefixed.PrefixedReturn attribute) func_or_val (clipppy.stochastic.sampler.PseudoSampler attribute) FunctionWrapper (class in clipppy.stochastic.wrapper)

G

get_cmd_cls() (clipppy.commands.commandable.Commandable method) get_kwargs() (in module clipppy.utils.signatures) get_mapping() (clipppy.yaml.templating.Template static method) get_param_for_name() (in module clipppy.utils.signatures) grad_context (clipppy.guide.sampling_group.SamplingGroup property) GroupSpec (class in clipppy.guide.group_spec)

Guide (class in clipppy.guide.guide) guide() (clipppy.guide.guide.BaseGuide method) (clipppy.guide.guide.Guide method) guide_z (clipppy.guide.sampling_group.SamplingGroupWithPrior attribute) guide_z() (clipppy.guide.sampling_group.SamplingGroupWithPrior method) guidefile (clipppy.commands.ppd.PPD attribute)

H

half_log_det (clipppy.guide.sampling_groups.pmvn.PartialMultivariateNormalSamplingGroup property) has_enumerate_support (clipppy.utils.distributions.wrapper.DistributionWrapper property) has_rsample (clipppy.utils.distributions.wrapper.DistributionWrapper property)

has_var_args() (in module clipppy.utils.signatures) HierarchicPartialMultivariateNormalSamplingGroup (class in clipppy.guide.sampling_groups.hpmvn) HPMVN (in module clipppy.guide.sampling_groups)

I

icdf() (clipppy.utils.distributions.wrapper.DistributionWrapper method) ImplicitClipppyResolver (class in clipppy.yaml.resolver) import_() (clipppy.yaml.scope.ScopeMixin method) include_det_jac (clipppy.guide.sampling_group.SamplingGroup attribute) (clipppy.guide.sampling_groups.delta.DeltaSamplingGroup attribute) infer (clipppy.stochastic.sampler.Sampler attribute) infer_dict (clipppy.stochastic.sampler.Sampler property) InfiniteUniform (class in clipppy.stochastic.infinite) init (clipppy.commands.command.SamplingCommand property) (clipppy.stochastic.sampler.ConcreteSampler attribute) init() (clipppy.guide.sampling_group.SamplingGroup method) (clipppy.stochastic.capsule.Capsule class method) (clipppy.utils.PseudoString class method)

init_fn() (in module clipppy.utils.pyro) init_msgr (in module clipppy.utils.pyro) initting (clipppy.commands.command.SamplingCommand attribute) is_default_tagged() (clipppy.yaml.tagger.TaggerMixin method) is_explicit_tagged() (clipppy.yaml.tagger.TaggerMixin method) is_merge (clipppy.yaml.resolver.ClipppyResolver attribute) is_mergepos (clipppy.yaml.resolver.ClipppyResolver attribute) is_pos (clipppy.yaml.resolver.ClipppyResolver attribute) is_variadic() (in module clipppy.utils.signatures) items() (clipppy.commands.commandable.ProxyDict method) (clipppy.stochastic.stochastic.StochasticSpecs method) itemsetter() (in module clipppy.utils) iter_positional() (in module clipppy.utils.signatures)

J

jacobian() (clipppy.guide.sampling_group.SamplingGroup method)

K

keys() (clipppy.commands.commandable.ProxyDict method)

kwargs (clipppy.yaml.prefixed.PrefixedReturn attribute)

L

load() (clipppy.yaml.ClipppyYAML method) (in module clipppy) load_config() (in module clipppy) loads() (in module clipppy) loc (clipppy.guide.sampling_group.LocatedSamplingGroup attribute) loc() (clipppy.guide.sampling_group.LocatedSamplingGroup method) LocatedAndScaledSamplingGroupWithPrior (class in clipppy.guide.sampling_group) LocatedSamplingGroup (class in clipppy.guide.sampling_group)

log_prob() (clipppy.stochastic.infinite.InfiniteUniform method) (clipppy.stochastic.infinite.SemiInfiniteUniform method) (clipppy.utils.distributions.extra_delta.ExtraDelta method) (clipppy.utils.distributions.extra_dimensions.ExtraIndependent method) (clipppy.utils.distributions.wrapper.DistributionWrapper method) loss_args (clipppy.commands.fit.Fit attribute) loss_cls (clipppy.commands.fit.Fit attribute) lossfunc (clipppy.commands.fit.Fit property) lr (clipppy.commands.fit.Fit attribute)

M

make_group() (clipppy.guide.group_spec.GroupSpec method) mask() (clipppy.guide.sampling_group.SamplingGroup method) mean (clipppy.utils.distributions.wrapper.DistributionWrapper property) min_steps (clipppy.commands.fit.Fit attribute) Mock (class in clipppy.commands.mock) mock (clipppy.clipppy.Clipppy attribute) model (clipppy.clipppy.Clipppy property) module clipppy clipppy.clipppy clipppy.commands clipppy.commands.command clipppy.commands.commandable clipppy.commands.fit clipppy.commands.mock clipppy.commands.ppd clipppy.guide clipppy.guide.group_spec clipppy.guide.guide clipppy.guide.sampling_group clipppy.guide.sampling_groups clipppy.guide.sampling_groups.delta clipppy.guide.sampling_groups.diagonal_normal clipppy.guide.sampling_groups.hpmvn clipppy.guide.sampling_groups.mvn clipppy.guide.sampling_groups.pmvn clipppy.helpers clipppy.patches clipppy.patches.torch_numpy clipppy.stochastic clipppy.stochastic.capsule clipppy.stochastic.infinite clipppy.stochastic.sampler clipppy.stochastic.stochastic clipppy.stochastic.wrapper clipppy.utils clipppy.utils.distributions clipppy.utils.distributions.extra_delta clipppy.utils.distributions.extra_dimensions clipppy.utils.distributions.wrapper clipppy.utils.pyro clipppy.utils.signatures clipppy.utils.typing clipppy.yaml clipppy.yaml.constructor clipppy.yaml.hooks clipppy.yaml.prefixed clipppy.yaml.resolver clipppy.yaml.scope clipppy.yaml.tagger clipppy.yaml.templating

MultivariateNormalSamplingGroup (class in clipppy.guide.sampling_groups.mvn) MVN (in module clipppy.guide.sampling_groups)

N

n_steps (clipppy.commands.fit.Fit attribute) n_write (clipppy.commands.fit.Fit attribute) name (clipppy.stochastic.sampler.NamedSampler attribute) named_prefix() (in module clipppy.yaml.prefixed) NamedPseudoSampler (class in clipppy.stochastic.sampler) NamedSampler (class in clipppy.stochastic.sampler) no_call (clipppy.commands.command.Command attribute)

no_grad_msgr (in module clipppy.utils.pyro) NodeTypeMismatchError NodeTypeMismatchWarning NoGradMessenger (class in clipppy.utils.pyro) noop() (in module clipppy.utils) npy() (clipppy.yaml.ClipppyYAML method) npz() (clipppy.yaml.ClipppyYAML method)

O

observations (clipppy.commands.ppd.PPD attribute) optimizer (clipppy.commands.fit.Fit property)

optimizer_args (clipppy.commands.fit.Fit attribute) optimizer_cls (clipppy.commands.fit.Fit attribute)

P

Param (class in clipppy.stochastic.sampler) PartialMultivariateNormalSamplingGroup (class in clipppy.guide.sampling_groups.pmvn) PerKeyDefaultDict (class in clipppy.yaml.tagger) plate (clipppy.commands.command.Command property) plate_stack (clipppy.commands.command.Command attribute) PMVN (in module clipppy.guide.sampling_groups) PPD (class in clipppy.commands.ppd) ppd (clipppy.clipppy.Clipppy attribute) PrefixedReturn (class in clipppy.yaml.prefixed) prior() (clipppy.guide.sampling_group.SamplingGroupWithPrior method) (clipppy.guide.sampling_groups.delta.DeltaSamplingGroup method) (clipppy.guide.sampling_groups.diagonal_normal.DiagonalNormalSamplingGroup method) (clipppy.guide.sampling_groups.mvn.MultivariateNormalSamplingGroup method) (clipppy.guide.sampling_groups.pmvn.PartialMultivariateNormalSamplingGroup method)

ProxyDict (class in clipppy.commands.commandable) PseudoSampler (class in clipppy.stochastic.sampler) PseudoString (class in clipppy.utils) pt() (clipppy.yaml.ClipppyYAML method) Python Enhancement Proposals PEP 563

R

register_cmd_cls() (clipppy.commands.commandable.Commandable method) resolve() (clipppy.yaml.resolver.ClipppyResolver method) resolve_name() (clipppy.yaml.scope.ScopeMixin method) resolver (clipppy.yaml.ClipppyYAML attribute) (clipppy.yaml.constructor.ClipppyConstructor attribute) (clipppy.yaml.tagger.TaggerMixin attribute)

roll_to_right() (clipppy.utils.distributions.extra_dimensions.ExtraDimensions method) rsample() (clipppy.stochastic.infinite.InfiniteUniform method) (clipppy.utils.distributions.extra_dimensions.ExtraDimensions method) (clipppy.utils.distributions.wrapper.DistributionWrapper method)

S

safe_convert() (clipppy.yaml.templating.Template method) (clipppy.yaml.templating.TemplateWithDefaults method) safe_substitute() (clipppy.yaml.templating.Template method) sample() (clipppy.utils.distributions.wrapper.DistributionWrapper method) sample_dim (clipppy.utils.distributions.extra_dimensions.ExtraDimensions property) sample_full() (clipppy.guide.sampling_groups.pmvn.PartialMultivariateNormalSamplingGroup method) Sampler (class in clipppy.stochastic.sampler) SamplingCommand (class in clipppy.commands.command) SamplingGroup (class in clipppy.guide.sampling_group) SamplingGroupWithPrior (class in clipppy.guide.sampling_group) savename (clipppy.commands.command.SamplingCommand attribute) scale (clipppy.guide.sampling_groups.diagonal_normal.DiagonalNormalSamplingGroup attribute) scale() (clipppy.guide.sampling_groups.diagonal_normal.DiagonalNormalSamplingGroup method) (clipppy.guide.sampling_groups.mvn.MultivariateNormalSamplingGroup method) scale_cross (clipppy.guide.sampling_groups.pmvn.PartialMultivariateNormalSamplingGroup attribute) scale_cross() (clipppy.guide.sampling_groups.pmvn.PartialMultivariateNormalSamplingGroup method) scale_diag (clipppy.guide.sampling_groups.pmvn.PartialMultivariateNormalSamplingGroup attribute) scale_diag() (clipppy.guide.sampling_groups.pmvn.PartialMultivariateNormalSamplingGroup method) scale_full (clipppy.guide.sampling_groups.pmvn.PartialMultivariateNormalSamplingGroup attribute) scale_full() (clipppy.guide.sampling_groups.pmvn.PartialMultivariateNormalSamplingGroup method) scale_tril (clipppy.guide.sampling_groups.mvn.MultivariateNormalSamplingGroup attribute) (clipppy.guide.sampling_groups.mvn.MultivariateNormalSamplingGroup property)

ScaledSamplingGroup (class in clipppy.guide.sampling_group) scheduled_optimizer() (in module clipppy.helpers) scheduled_optimizer_callback (class in clipppy.helpers) scheduled_optimizer_callback_with_loss (class in clipppy.helpers) scope (clipppy.yaml.scope.ScopeMixin property) ScopeMixin (class in clipppy.yaml.scope) SemiInfiniteUniform (class in clipppy.stochastic.infinite) Sentinel (class in clipppy.utils) set_name() (clipppy.stochastic.sampler.NamedSampler method) setattr() (clipppy.commands.command.Command method) setup() (clipppy.guide.guide.BaseGuide method) (clipppy.guide.guide.Guide method) signature (in module clipppy.utils.signatures) Stochastic (class in clipppy.stochastic.stochastic) stochastic_specs_hook() (in module clipppy.yaml.hooks) StochasticScope (class in clipppy.stochastic.stochastic) StochasticSpecs (class in clipppy.stochastic.stochastic) strict_node_type (clipppy.yaml.tagger.TaggerMixin attribute) support (clipppy.stochastic.sampler.ConcreteSampler attribute) support() (clipppy.stochastic.infinite.InfiniteUniform method) (clipppy.stochastic.infinite.SemiInfiniteUniform method) (clipppy.utils.distributions.wrapper.DistributionWrapper method)

T

tag_from_hint() (clipppy.yaml.tagger.TaggerMixin method) tag_from_param() (clipppy.yaml.tagger.TaggerMixin method) tag_node() (clipppy.yaml.tagger.TaggerMixin method) TaggerMixin (class in clipppy.yaml.tagger) Template (class in clipppy.yaml.templating) TemplateWithDefaults (class in clipppy.yaml.templating)

tensor_prefix() (in module clipppy.yaml.prefixed) to_tensor() (in module clipppy.utils) trace() (clipppy.yaml.ClipppyYAML method) tryme() (in module clipppy.utils) txt() (clipppy.yaml.ClipppyYAML method) type_hooks (clipppy.yaml.constructor.ClipppyConstructor attribute) type_to_tag (clipppy.yaml.tagger.TaggerMixin attribute)

U

umodel (clipppy.clipppy.Clipppy property) UnbindEffect (class in clipppy.stochastic.sampler) uncondition (clipppy.commands.command.SamplingCommand property)

unit_normal() (clipppy.guide.sampling_groups.pmvn.PartialMultivariateNormalSamplingGroup method) unpack() (clipppy.guide.sampling_group.SamplingGroup method) unpack_site() (clipppy.guide.sampling_group.SamplingGroup method)

V

value (clipppy.stochastic.capsule.Capsule property) valueiter() (in module clipppy.utils)

values() (clipppy.commands.commandable.ProxyDict method) (clipppy.stochastic.stochastic.StochasticSpecs method) variance (clipppy.utils.distributions.wrapper.DistributionWrapper property)

W

Wrapper (class in clipppy.stochastic.wrapper)

Z

zaux_corr (clipppy.guide.sampling_groups.hpmvn.HierarchicPartialMultivariateNormalSamplingGroup property) zaux_diag (clipppy.guide.sampling_groups.pmvn.PartialMultivariateNormalSamplingGroup attribute) zaux_diag() (clipppy.guide.sampling_groups.pmvn.PartialMultivariateNormalSamplingGroup method)

zaux_full (clipppy.guide.sampling_groups.pmvn.PartialMultivariateNormalSamplingGroup attribute) zaux_full() (clipppy.guide.sampling_groups.pmvn.PartialMultivariateNormalSamplingGroup method) zip_asymmetric() (in module clipppy.utils)