TFSnippet
v0.2.0-alpha1
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TFSnippet
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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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H
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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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Q
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R
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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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Y
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Z
_
__call__() (tfsnippet.dataflows.DataMapper method)
(tfsnippet.DataMapper method)
(tfsnippet.SlidingWindow method)
(tfsnippet.dataflows.SlidingWindow method)
(tfsnippet.layers.ActNorm method)
(tfsnippet.layers.BaseFlow method)
(tfsnippet.layers.BaseLayer method)
(tfsnippet.layers.CouplingLayer method)
(tfsnippet.layers.FeatureMappingFlow method)
(tfsnippet.layers.FeatureShufflingFlow method)
(tfsnippet.layers.InvertFlow method)
(tfsnippet.layers.InvertibleConv2d method)
(tfsnippet.layers.InvertibleDense method)
(tfsnippet.layers.MultiLayerFlow method)
(tfsnippet.layers.PlanarNormalizingFlow method)
(tfsnippet.layers.ReshapeFlow method)
(tfsnippet.layers.SequentialFlow method)
(tfsnippet.layers.SpaceToDepthFlow method)
(tfsnippet.layers.SplitFlow method)
(tfsnippet.preprocessing.BaseSampler method)
(tfsnippet.preprocessing.BernoulliSampler method)
(tfsnippet.preprocessing.UniformNoiseSampler method)
(tfsnippet.utils.deprecated method)
A
act_norm() (in module tfsnippet.layers)
ActNorm (class in tfsnippet.layers)
add() (tfsnippet.BayesianNet method)
add_hook() (tfsnippet.HookList method)
add_n_broadcast() (in module tfsnippet.ops)
add_name_and_scope_arg_doc() (in module tfsnippet.utils)
add_name_arg_doc() (in module tfsnippet.utils)
add_summary() (tfsnippet.TrainLoop method)
after_epochs (tfsnippet.BaseTrainer attribute)
(tfsnippet.LossTrainer attribute)
(tfsnippet.Trainer attribute)
after_run (tfsnippet.Evaluator attribute)
(tfsnippet.Validator attribute)
after_steps (tfsnippet.BaseTrainer attribute)
(tfsnippet.LossTrainer attribute)
(tfsnippet.Trainer attribute)
anneal() (tfsnippet.AnnealingVariable method)
anneal_after() (tfsnippet.BaseTrainer method)
(tfsnippet.LossTrainer method)
(tfsnippet.Trainer method)
anneal_after_epochs() (tfsnippet.BaseTrainer method)
(tfsnippet.LossTrainer method)
(tfsnippet.Trainer method)
anneal_after_steps() (tfsnippet.BaseTrainer method)
(tfsnippet.LossTrainer method)
(tfsnippet.Trainer method)
ANNEALING (tfsnippet.HookPriority attribute)
AnnealingVariable (class in tfsnippet)
append_arg_to_doc() (in module tfsnippet.utils)
append_to_doc() (in module tfsnippet.utils)
apply() (tfsnippet.layers.ActNorm method)
(tfsnippet.layers.BaseFlow method)
(tfsnippet.layers.BaseLayer method)
(tfsnippet.layers.CouplingLayer method)
(tfsnippet.layers.FeatureMappingFlow method)
(tfsnippet.layers.FeatureShufflingFlow method)
(tfsnippet.layers.InvertFlow method)
(tfsnippet.layers.InvertibleConv2d method)
(tfsnippet.layers.InvertibleDense method)
(tfsnippet.layers.MultiLayerFlow method)
(tfsnippet.layers.PlanarNormalizingFlow method)
(tfsnippet.layers.ReshapeFlow method)
(tfsnippet.layers.SequentialFlow method)
(tfsnippet.layers.SpaceToDepthFlow method)
(tfsnippet.layers.SplitFlow method)
array_count (tfsnippet.dataflows.ArrayFlow attribute)
(tfsnippet.dataflows.ExtraInfoDataFlow attribute)
(tfsnippet.dataflows.SeqFlow attribute)
array_indices (tfsnippet.dataflows.MapperFlow attribute)
ArrayFlow (class in tfsnippet.dataflows)
arrays() (tfsnippet.DataFlow static method)
(tfsnippet.dataflows.ArrayFlow static method)
(tfsnippet.dataflows.DataFlow static method)
(tfsnippet.dataflows.ExtraInfoDataFlow static method)
(tfsnippet.dataflows.GatherFlow static method)
(tfsnippet.dataflows.IteratorFactoryFlow static method)
(tfsnippet.dataflows.MapperFlow static method)
(tfsnippet.dataflows.SeqFlow static method)
(tfsnippet.dataflows.ThreadingFlow static method)
as_distribution() (in module tfsnippet)
as_flow() (tfsnippet.dataflows.SlidingWindow method)
(tfsnippet.SlidingWindow method)
assert_deps() (in module tfsnippet.utils)
assert_rank() (in module tfsnippet.ops)
assert_rank_at_least() (in module tfsnippet.ops)
assert_scalar_equal() (in module tfsnippet.ops)
assert_shape_equal() (in module tfsnippet.ops)
auto_batch_weight() (in module tfsnippet)
AutoInitAndCloseable (class in tfsnippet.utils)
avg_pool2d() (in module tfsnippet.layers)
axis (tfsnippet.layers.ActNorm attribute)
(tfsnippet.VariationalInference attribute)
(tfsnippet.layers.CouplingLayer attribute)
(tfsnippet.layers.FeatureMappingFlow attribute)
(tfsnippet.layers.FeatureShufflingFlow attribute)
(tfsnippet.layers.InvertibleConv2d attribute)
(tfsnippet.layers.InvertibleDense attribute)
(tfsnippet.layers.PlanarNormalizingFlow attribute)
B
BaseFlow (class in tfsnippet.layers)
BaseLayer (class in tfsnippet.layers)
BaseSampler (class in tfsnippet.preprocessing)
BaseTrainer (class in tfsnippet)
batch_shape (tfsnippet.Bernoulli attribute)
(tfsnippet.Categorical attribute)
(tfsnippet.Concrete attribute)
(tfsnippet.Distribution attribute)
(tfsnippet.ExpConcrete attribute)
(tfsnippet.FlowDistribution attribute)
(tfsnippet.Normal attribute)
(tfsnippet.OnehotCategorical attribute)
(tfsnippet.Uniform attribute)
batch_size (tfsnippet.dataflows.ArrayFlow attribute)
(tfsnippet.dataflows.ExtraInfoDataFlow attribute)
(tfsnippet.dataflows.SeqFlow attribute)
batch_weight_func (tfsnippet.Evaluator attribute)
(tfsnippet.Validator attribute)
BayesianNet (class in tfsnippet)
before_epochs (tfsnippet.BaseTrainer attribute)
(tfsnippet.LossTrainer attribute)
(tfsnippet.Trainer attribute)
before_run (tfsnippet.Evaluator attribute)
(tfsnippet.Validator attribute)
before_steps (tfsnippet.BaseTrainer attribute)
(tfsnippet.LossTrainer attribute)
(tfsnippet.Trainer attribute)
Bernoulli (class in tfsnippet)
BernoulliSampler (class in tfsnippet.preprocessing)
best_metric (tfsnippet.EarlyStopping attribute)
best_valid_metric (tfsnippet.TrainLoop attribute)
beta() (tfsnippet.utils.VarScopeRandomState method)
binomial() (tfsnippet.utils.VarScopeRandomState method)
bits_per_dimension() (in module tfsnippet.ops)
BoolConfigValidator (class in tfsnippet.utils)
broadcast_log_det_against_input() (in module tfsnippet.layers)
broadcast_to_shape() (in module tfsnippet.utils)
broadcast_to_shape_strict() (in module tfsnippet.utils)
build() (tfsnippet.layers.ActNorm method)
(tfsnippet.layers.BaseFlow method)
(tfsnippet.layers.BaseLayer method)
(tfsnippet.layers.CouplingLayer method)
(tfsnippet.layers.FeatureMappingFlow method)
(tfsnippet.layers.FeatureShufflingFlow method)
(tfsnippet.layers.InvertFlow method)
(tfsnippet.layers.InvertibleConv2d method)
(tfsnippet.layers.InvertibleDense method)
(tfsnippet.layers.MultiLayerFlow method)
(tfsnippet.layers.PlanarNormalizingFlow method)
(tfsnippet.layers.ReshapeFlow method)
(tfsnippet.layers.SequentialFlow method)
(tfsnippet.layers.SpaceToDepthFlow method)
(tfsnippet.layers.SplitFlow method)
bytes() (tfsnippet.utils.VarScopeRandomState method)
C
cache_root (tfsnippet.utils.CacheDir attribute)
CacheDir (class in tfsnippet.utils)
call_hooks() (tfsnippet.HookList method)
camel_to_underscore() (in module tfsnippet.utils)
Categorical (class in tfsnippet)
chain() (tfsnippet.BayesianNet method)
check_numerics (tfsnippet.utils.TFSnippetConfig attribute)
chisquare() (tfsnippet.utils.VarScopeRandomState method)
choice() (tfsnippet.utils.VarScopeRandomState method)
choices (tfsnippet.ConfigField attribute)
(tfsnippet.utils.ConfigField attribute)
classification_accuracy() (in module tfsnippet.ops)
clear() (tfsnippet.MetricLogger method)
close() (tfsnippet.dataflows.ThreadingFlow method)
(tfsnippet.utils.AutoInitAndCloseable method)
(tfsnippet.utils.Extractor method)
(tfsnippet.utils.RarExtractor method)
(tfsnippet.utils.TarExtractor method)
(tfsnippet.utils.ZipExtractor method)
col_permutation (tfsnippet.utils.PermutationMatrix attribute)
collect() (tfsnippet.utils.StatisticsCollector method)
collect_metrics() (tfsnippet.MetricLogger method)
(tfsnippet.TrainLoop method)
concat_shapes() (in module tfsnippet.utils)
Concrete (class in tfsnippet)
Config (class in tfsnippet)
(class in tfsnippet.utils)
ConfigField (class in tfsnippet)
(class in tfsnippet.utils)
ConfigValidator (class in tfsnippet.utils)
ContextStack (class in tfsnippet.utils)
conv2d() (in module tfsnippet.layers)
counter (tfsnippet.utils.StatisticsCollector attribute)
CouplingLayer (class in tfsnippet.layers)
create_session() (in module tfsnippet.utils)
current_batch (tfsnippet.DataFlow attribute)
(tfsnippet.dataflows.ArrayFlow attribute)
(tfsnippet.dataflows.DataFlow attribute)
(tfsnippet.dataflows.ExtraInfoDataFlow attribute)
(tfsnippet.dataflows.GatherFlow attribute)
(tfsnippet.dataflows.IteratorFactoryFlow attribute)
(tfsnippet.dataflows.MapperFlow attribute)
(tfsnippet.dataflows.SeqFlow attribute)
(tfsnippet.dataflows.ThreadingFlow attribute)
D
data_array (tfsnippet.dataflows.SlidingWindow attribute)
(tfsnippet.SlidingWindow attribute)
data_flow (tfsnippet.Evaluator attribute)
(tfsnippet.LossTrainer attribute)
(tfsnippet.Trainer attribute)
(tfsnippet.Validator attribute)
data_length (tfsnippet.dataflows.ArrayFlow attribute)
(tfsnippet.dataflows.ExtraInfoDataFlow attribute)
(tfsnippet.dataflows.SeqFlow attribute)
data_shapes (tfsnippet.dataflows.ArrayFlow attribute)
(tfsnippet.dataflows.ExtraInfoDataFlow attribute)
(tfsnippet.dataflows.SeqFlow attribute)
DataFlow (class in tfsnippet)
(class in tfsnippet.dataflows)
DataMapper (class in tfsnippet)
(class in tfsnippet.dataflows)
deconv2d() (in module tfsnippet.layers)
DEFAULT (tfsnippet.HookPriority attribute)
default_kernel_initializer() (in module tfsnippet.layers)
default_value (tfsnippet.ConfigField attribute)
(tfsnippet.utils.ConfigField attribute)
DefaultMetricFormatter (class in tfsnippet)
dense() (in module tfsnippet.layers)
deprecated (class in tfsnippet.utils)
deprecated_arg() (in module tfsnippet.utils)
depth_to_space() (in module tfsnippet.ops)
description (tfsnippet.ConfigField attribute)
(tfsnippet.utils.ConfigField attribute)
det() (tfsnippet.utils.PermutationMatrix method)
dirichlet() (tfsnippet.utils.VarScopeRandomState method)
Discrete (in module tfsnippet)
Disposable (class in tfsnippet.utils)
DisposableContext (class in tfsnippet.utils)
Distribution (class in tfsnippet)
distribution (tfsnippet.FlowDistribution attribute)
(tfsnippet.StochasticTensor attribute)
DocInherit() (in module tfsnippet.utils)
download() (tfsnippet.utils.CacheDir method)
download_and_extract() (tfsnippet.utils.CacheDir method)
dtype (tfsnippet.Bernoulli attribute)
(tfsnippet.Categorical attribute)
(tfsnippet.Concrete attribute)
(tfsnippet.Distribution attribute)
(tfsnippet.ExpConcrete attribute)
(tfsnippet.FlowDistribution attribute)
(tfsnippet.Normal attribute)
(tfsnippet.OnehotCategorical attribute)
(tfsnippet.Uniform attribute)
(tfsnippet.preprocessing.BernoulliSampler attribute)
(tfsnippet.preprocessing.UniformNoiseSampler attribute)
(tfsnippet.utils.InputSpec attribute)
(tfsnippet.utils.ParamSpec attribute)
E
early_stopping() (in module tfsnippet)
EarlyStopping (class in tfsnippet)
EarlyStoppingContext (in module tfsnippet)
elbo() (tfsnippet.VariationalLowerBounds method)
elbo_objective() (in module tfsnippet)
enable_assertions (tfsnippet.utils.TFSnippetConfig attribute)
ensure_variables_initialized() (in module tfsnippet.utils)
epoch (tfsnippet.TrainLoop attribute)
EPOCH_END (tfsnippet.dataflows.ThreadingFlow attribute)
ETA (class in tfsnippet.utils)
evaluate_after() (tfsnippet.BaseTrainer method)
(tfsnippet.LossTrainer method)
(tfsnippet.Trainer method)
evaluate_after_epochs() (tfsnippet.BaseTrainer method)
(tfsnippet.LossTrainer method)
(tfsnippet.Trainer method)
evaluate_after_steps() (tfsnippet.BaseTrainer method)
(tfsnippet.LossTrainer method)
(tfsnippet.Trainer method)
EVALUATION (tfsnippet.HookPriority attribute)
evaluation (tfsnippet.VariationalInference attribute)
Evaluator (class in tfsnippet)
ever_updated (tfsnippet.EarlyStopping attribute)
ExpConcrete (class in tfsnippet)
explicitly_invertible (tfsnippet.layers.ActNorm attribute)
(tfsnippet.layers.BaseFlow attribute)
(tfsnippet.layers.CouplingLayer attribute)
(tfsnippet.layers.FeatureMappingFlow attribute)
(tfsnippet.layers.FeatureShufflingFlow attribute)
(tfsnippet.layers.InvertFlow attribute)
(tfsnippet.layers.InvertibleConv2d attribute)
(tfsnippet.layers.InvertibleDense attribute)
(tfsnippet.layers.MultiLayerFlow attribute)
(tfsnippet.layers.PlanarNormalizingFlow attribute)
(tfsnippet.layers.ReshapeFlow attribute)
(tfsnippet.layers.SequentialFlow attribute)
(tfsnippet.layers.SpaceToDepthFlow attribute)
(tfsnippet.layers.SplitFlow attribute)
exponential() (tfsnippet.utils.VarScopeRandomState method)
extract_file() (tfsnippet.utils.CacheDir method)
Extractor (class in tfsnippet.utils)
ExtraInfoDataFlow (class in tfsnippet.dataflows)
F
f() (tfsnippet.utils.VarScopeRandomState method)
FeatureMappingFlow (class in tfsnippet.layers)
FeatureShufflingFlow (class in tfsnippet.layers)
feed_dict (tfsnippet.Evaluator attribute)
(tfsnippet.LossTrainer attribute)
(tfsnippet.Trainer attribute)
(tfsnippet.Validator attribute)
flatten_to_ndims() (in module tfsnippet.utils)
FloatConfigValidator (class in tfsnippet.utils)
flow (tfsnippet.FlowDistribution attribute)
FlowDistribution (class in tfsnippet)
flows (tfsnippet.dataflows.GatherFlow attribute)
(tfsnippet.layers.SequentialFlow attribute)
format_logs() (tfsnippet.MetricLogger method)
format_metric() (tfsnippet.DefaultMetricFormatter method)
(tfsnippet.MetricFormatter method)
G
gamma() (tfsnippet.utils.VarScopeRandomState method)
gather() (tfsnippet.DataFlow static method)
(tfsnippet.dataflows.ArrayFlow static method)
(tfsnippet.dataflows.DataFlow static method)
(tfsnippet.dataflows.ExtraInfoDataFlow static method)
(tfsnippet.dataflows.GatherFlow static method)
(tfsnippet.dataflows.IteratorFactoryFlow static method)
(tfsnippet.dataflows.MapperFlow static method)
(tfsnippet.dataflows.SeqFlow static method)
(tfsnippet.dataflows.ThreadingFlow static method)
GatherFlow (class in tfsnippet.dataflows)
geometric() (tfsnippet.utils.VarScopeRandomState method)
get() (tfsnippet.AnnealingVariable method)
(tfsnippet.BayesianNet method)
(tfsnippet.ScheduledVariable method)
get_arrays() (tfsnippet.DataFlow method)
(tfsnippet.dataflows.ArrayFlow method)
(tfsnippet.dataflows.DataFlow method)
(tfsnippet.dataflows.ExtraInfoDataFlow method)
(tfsnippet.dataflows.GatherFlow method)
(tfsnippet.dataflows.IteratorFactoryFlow method)
(tfsnippet.dataflows.MapperFlow method)
(tfsnippet.dataflows.SeqFlow method)
(tfsnippet.dataflows.ThreadingFlow method)
get_batch_shape() (tfsnippet.Bernoulli method)
(tfsnippet.Categorical method)
(tfsnippet.Concrete method)
(tfsnippet.Distribution method)
(tfsnippet.ExpConcrete method)
(tfsnippet.FlowDistribution method)
(tfsnippet.Normal method)
(tfsnippet.OnehotCategorical method)
(tfsnippet.Uniform method)
get_batch_size() (in module tfsnippet.utils)
get_cache_root() (in module tfsnippet.utils)
get_config_defaults() (in module tfsnippet)
(in module tfsnippet.utils)
get_config_validator() (in module tfsnippet.utils)
get_default_scope_name() (in module tfsnippet.utils)
get_default_session_or_error() (in module tfsnippet.utils)
get_dimensions_size() (in module tfsnippet.utils)
get_eta() (tfsnippet.utils.ETA method)
get_latest_file() (tfsnippet.VariableSaver method)
get_model_variables() (in module tfsnippet)
(in module tfsnippet.utils)
get_numpy_matrix() (tfsnippet.utils.PermutationMatrix method)
get_progress() (tfsnippet.TrainLoop method)
get_rank() (in module tfsnippet.utils)
get_reuse_stack_top() (in module tfsnippet)
(in module tfsnippet.utils)
get_state() (tfsnippet.utils.VarScopeRandomState method)
get_static_shape() (in module tfsnippet.utils)
get_uninitialized_variables() (in module tfsnippet.utils)
get_value_shape() (tfsnippet.Bernoulli method)
(tfsnippet.Categorical method)
(tfsnippet.Concrete method)
(tfsnippet.Distribution method)
(tfsnippet.ExpConcrete method)
(tfsnippet.FlowDistribution method)
(tfsnippet.Normal method)
(tfsnippet.OnehotCategorical method)
(tfsnippet.Uniform method)
get_variable_ddi() (in module tfsnippet.utils)
get_variables_as_dict() (in module tfsnippet.utils)
global_avg_pool2d() (in module tfsnippet.layers)
global_reuse() (in module tfsnippet)
(in module tfsnippet.utils)
group_ndims (tfsnippet.StochasticTensor attribute)
gumbel() (tfsnippet.utils.VarScopeRandomState method)
H
has_value (tfsnippet.utils.StatisticsCollector attribute)
hook_lists (tfsnippet.BaseTrainer attribute)
(tfsnippet.LossTrainer attribute)
(tfsnippet.Trainer attribute)
HookEntry (class in tfsnippet)
HookList (class in tfsnippet)
HookPriority (class in tfsnippet)
humanize_duration() (in module tfsnippet.utils)
hypergeometric() (tfsnippet.utils.VarScopeRandomState method)
I
importance_sampling_log_likelihood() (in module tfsnippet)
(tfsnippet.VariationalEvaluation method)
importance_weighted_objective() (tfsnippet.VariationalLowerBounds method)
init() (tfsnippet.dataflows.ThreadingFlow method)
(tfsnippet.utils.AutoInitAndCloseable method)
inputs (tfsnippet.Evaluator attribute)
(tfsnippet.LossTrainer attribute)
(tfsnippet.Trainer attribute)
(tfsnippet.Validator attribute)
InputSpec (class in tfsnippet.utils)
instance_reuse() (in module tfsnippet)
(in module tfsnippet.utils)
IntConfigValidator (class in tfsnippet.utils)
inv() (tfsnippet.utils.PermutationMatrix method)
inv_matrix (tfsnippet.utils.InvertibleMatrix attribute)
inverse_transform() (tfsnippet.layers.ActNorm method)
(tfsnippet.layers.BaseFlow method)
(tfsnippet.layers.CouplingLayer method)
(tfsnippet.layers.FeatureMappingFlow method)
(tfsnippet.layers.FeatureShufflingFlow method)
(tfsnippet.layers.InvertFlow method)
(tfsnippet.layers.InvertibleConv2d method)
(tfsnippet.layers.InvertibleDense method)
(tfsnippet.layers.MultiLayerFlow method)
(tfsnippet.layers.PlanarNormalizingFlow method)
(tfsnippet.layers.ReshapeFlow method)
(tfsnippet.layers.SequentialFlow method)
(tfsnippet.layers.SpaceToDepthFlow method)
(tfsnippet.layers.SplitFlow method)
invert() (tfsnippet.layers.ActNorm method)
(tfsnippet.layers.BaseFlow method)
(tfsnippet.layers.CouplingLayer method)
(tfsnippet.layers.FeatureMappingFlow method)
(tfsnippet.layers.FeatureShufflingFlow method)
(tfsnippet.layers.InvertFlow method)
(tfsnippet.layers.InvertibleConv2d method)
(tfsnippet.layers.InvertibleDense method)
(tfsnippet.layers.MultiLayerFlow method)
(tfsnippet.layers.PlanarNormalizingFlow method)
(tfsnippet.layers.ReshapeFlow method)
(tfsnippet.layers.SequentialFlow method)
(tfsnippet.layers.SpaceToDepthFlow method)
(tfsnippet.layers.SplitFlow method)
InvertFlow (class in tfsnippet.layers)
InvertibleConv2d (class in tfsnippet.layers)
InvertibleDense (class in tfsnippet.layers)
InvertibleMatrix (class in tfsnippet.utils)
is_assertion_enabled() (in module tfsnippet.utils)
is_continuous (tfsnippet.Bernoulli attribute)
(tfsnippet.Categorical attribute)
(tfsnippet.Concrete attribute)
(tfsnippet.Distribution attribute)
(tfsnippet.ExpConcrete attribute)
(tfsnippet.FlowDistribution attribute)
(tfsnippet.Normal attribute)
(tfsnippet.OnehotCategorical attribute)
(tfsnippet.StochasticTensor attribute)
(tfsnippet.Uniform attribute)
is_float() (in module tfsnippet.utils)
is_integer() (in module tfsnippet.utils)
is_loglikelihood() (tfsnippet.VariationalEvaluation method)
is_reparameterized (tfsnippet.Bernoulli attribute)
(tfsnippet.Categorical attribute)
(tfsnippet.Concrete attribute)
(tfsnippet.Distribution attribute)
(tfsnippet.ExpConcrete attribute)
(tfsnippet.FlowDistribution attribute)
(tfsnippet.Normal attribute)
(tfsnippet.OnehotCategorical attribute)
(tfsnippet.StochasticTensor attribute)
(tfsnippet.Uniform attribute)
is_shape_equal() (in module tfsnippet.utils)
is_shuffled (tfsnippet.dataflows.ArrayFlow attribute)
(tfsnippet.dataflows.ExtraInfoDataFlow attribute)
(tfsnippet.dataflows.SeqFlow attribute)
is_tensor_object() (in module tfsnippet.utils)
is_tensorflow_version_higher_or_equal() (in module tfsnippet.utils)
items (tfsnippet.utils.ContextStack attribute)
iter_epochs() (tfsnippet.TrainLoop method)
iter_extract() (tfsnippet.utils.Extractor method)
(tfsnippet.utils.RarExtractor method)
(tfsnippet.utils.TarExtractor method)
(tfsnippet.utils.ZipExtractor method)
iter_files() (in module tfsnippet.utils)
iter_steps() (tfsnippet.TrainLoop method)
iterator_factory() (tfsnippet.DataFlow static method)
(tfsnippet.dataflows.ArrayFlow static method)
(tfsnippet.dataflows.DataFlow static method)
(tfsnippet.dataflows.ExtraInfoDataFlow static method)
(tfsnippet.dataflows.GatherFlow static method)
(tfsnippet.dataflows.IteratorFactoryFlow static method)
(tfsnippet.dataflows.MapperFlow static method)
(tfsnippet.dataflows.SeqFlow static method)
(tfsnippet.dataflows.ThreadingFlow static method)
IteratorFactoryFlow (class in tfsnippet.dataflows)
iwae() (tfsnippet.VariationalTrainingObjectives method)
iwae_estimator() (in module tfsnippet)
L
l2_regularizer() (in module tfsnippet.layers)
laplace() (tfsnippet.utils.VarScopeRandomState method)
last_metrics_dict (tfsnippet.Evaluator attribute)
(tfsnippet.Validator attribute)
latent_axis (tfsnippet.VariationalChain attribute)
latent_log_prob (tfsnippet.VariationalInference attribute)
latent_log_probs (tfsnippet.VariationalInference attribute)
latent_names (tfsnippet.VariationalChain attribute)
left_mult() (tfsnippet.utils.PermutationMatrix method)
load_cifar10() (in module tfsnippet.datasets)
load_cifar100() (in module tfsnippet.datasets)
load_mnist() (in module tfsnippet.datasets)
local_log_prob() (tfsnippet.BayesianNet method)
local_log_probs() (tfsnippet.BayesianNet method)
log_after() (tfsnippet.BaseTrainer method)
(tfsnippet.LossTrainer method)
(tfsnippet.Trainer method)
log_after_epochs() (tfsnippet.BaseTrainer method)
(tfsnippet.LossTrainer method)
(tfsnippet.Trainer method)
log_after_steps() (tfsnippet.BaseTrainer method)
(tfsnippet.LossTrainer method)
(tfsnippet.Trainer method)
log_det (tfsnippet.utils.InvertibleMatrix attribute)
log_joint (tfsnippet.VariationalChain attribute)
(tfsnippet.VariationalInference attribute)
log_mean_exp() (in module tfsnippet.ops)
log_prob() (tfsnippet.Bernoulli method)
(tfsnippet.Categorical method)
(tfsnippet.Concrete method)
(tfsnippet.Distribution method)
(tfsnippet.ExpConcrete method)
(tfsnippet.FlowDistribution method)
(tfsnippet.Normal method)
(tfsnippet.OnehotCategorical method)
(tfsnippet.StochasticTensor method)
(tfsnippet.Uniform method)
log_sum_exp() (in module tfsnippet.ops)
LOGGING (tfsnippet.HookPriority attribute)
logistic() (tfsnippet.utils.VarScopeRandomState method)
logits (tfsnippet.Bernoulli attribute)
(tfsnippet.Categorical attribute)
(tfsnippet.Concrete attribute)
(tfsnippet.ExpConcrete attribute)
(tfsnippet.OnehotCategorical attribute)
lognormal() (tfsnippet.utils.VarScopeRandomState method)
logseries() (tfsnippet.utils.VarScopeRandomState method)
logstd (tfsnippet.Normal attribute)
loop (tfsnippet.BaseTrainer attribute)
(tfsnippet.Evaluator attribute)
(tfsnippet.LossTrainer attribute)
(tfsnippet.Trainer attribute)
(tfsnippet.Validator attribute)
loss (tfsnippet.LossTrainer attribute)
LossTrainer (class in tfsnippet)
lower_bound (tfsnippet.VariationalInference attribute)
M
makedirs() (in module tfsnippet.utils)
map() (tfsnippet.DataFlow method)
(tfsnippet.dataflows.ArrayFlow method)
(tfsnippet.dataflows.DataFlow method)
(tfsnippet.dataflows.ExtraInfoDataFlow method)
(tfsnippet.dataflows.GatherFlow method)
(tfsnippet.dataflows.IteratorFactoryFlow method)
(tfsnippet.dataflows.MapperFlow method)
(tfsnippet.dataflows.SeqFlow method)
(tfsnippet.dataflows.ThreadingFlow method)
MapperFlow (class in tfsnippet.dataflows)
matrix (tfsnippet.utils.InvertibleMatrix attribute)
max_epoch (tfsnippet.TrainLoop attribute)
max_pool2d() (in module tfsnippet.layers)
max_step (tfsnippet.TrainLoop attribute)
maxval (tfsnippet.preprocessing.UniformNoiseSampler attribute)
(tfsnippet.Uniform attribute)
maybe_call() (tfsnippet.HookEntry method)
maybe_check_numerics() (in module tfsnippet.utils)
maybe_close() (in module tfsnippet.utils)
mean (tfsnippet.Normal attribute)
(tfsnippet.utils.StatisticsCollector attribute)
merge_feed_dict() (in module tfsnippet)
metric_collector() (tfsnippet.TrainLoop method)
metric_name (tfsnippet.LossTrainer attribute)
METRIC_ORDERS (tfsnippet.DefaultMetricFormatter attribute)
MetricFormatter (class in tfsnippet)
MetricLogger (class in tfsnippet)
metrics (tfsnippet.Evaluator attribute)
(tfsnippet.LossTrainer attribute)
(tfsnippet.Trainer attribute)
(tfsnippet.Validator attribute)
minibatch_slices_iterator() (in module tfsnippet.utils)
minval (tfsnippet.preprocessing.UniformNoiseSampler attribute)
(tfsnippet.Uniform attribute)
model (tfsnippet.VariationalChain attribute)
model_variable() (in module tfsnippet)
(in module tfsnippet.utils)
monte_carlo_objective() (in module tfsnippet)
(tfsnippet.VariationalLowerBounds method)
MultiLayerFlow (class in tfsnippet.layers)
multinomial() (tfsnippet.utils.VarScopeRandomState method)
multivariate_normal() (tfsnippet.utils.VarScopeRandomState method)
N
n_categories (tfsnippet.Categorical attribute)
(tfsnippet.Concrete attribute)
(tfsnippet.ExpConcrete attribute)
(tfsnippet.OnehotCategorical attribute)
n_layers (tfsnippet.layers.MultiLayerFlow attribute)
(tfsnippet.layers.SequentialFlow attribute)
n_samples (tfsnippet.StochasticTensor attribute)
name (tfsnippet.layers.ActNorm attribute)
(tfsnippet.VarScopeObject attribute)
(tfsnippet.VariableSaver attribute)
(tfsnippet.layers.BaseFlow attribute)
(tfsnippet.layers.BaseLayer attribute)
(tfsnippet.layers.CouplingLayer attribute)
(tfsnippet.layers.FeatureMappingFlow attribute)
(tfsnippet.layers.FeatureShufflingFlow attribute)
(tfsnippet.layers.InvertFlow attribute)
(tfsnippet.layers.InvertibleConv2d attribute)
(tfsnippet.layers.InvertibleDense attribute)
(tfsnippet.layers.MultiLayerFlow attribute)
(tfsnippet.layers.PlanarNormalizingFlow attribute)
(tfsnippet.layers.ReshapeFlow attribute)
(tfsnippet.layers.SequentialFlow attribute)
(tfsnippet.layers.SpaceToDepthFlow attribute)
(tfsnippet.layers.SplitFlow attribute)
(tfsnippet.utils.CacheDir attribute)
(tfsnippet.utils.InvertibleMatrix attribute)
(tfsnippet.utils.VarScopeObject attribute)
negative_binomial() (tfsnippet.utils.VarScopeRandomState method)
next_batch() (tfsnippet.DataFlow method)
(tfsnippet.dataflows.ArrayFlow method)
(tfsnippet.dataflows.DataFlow method)
(tfsnippet.dataflows.ExtraInfoDataFlow method)
(tfsnippet.dataflows.GatherFlow method)
(tfsnippet.dataflows.IteratorFactoryFlow method)
(tfsnippet.dataflows.MapperFlow method)
(tfsnippet.dataflows.SeqFlow method)
(tfsnippet.dataflows.ThreadingFlow method)
noncentral_chisquare() (tfsnippet.utils.VarScopeRandomState method)
noncentral_f() (tfsnippet.utils.VarScopeRandomState method)
NoReentrantContext (class in tfsnippet.utils)
Normal (class in tfsnippet)
normal() (tfsnippet.utils.VarScopeRandomState method)
nullable (tfsnippet.ConfigField attribute)
(tfsnippet.utils.ConfigField attribute)
O
observed (tfsnippet.BayesianNet attribute)
OnehotCategorical (class in tfsnippet)
open() (tfsnippet.utils.Extractor static method)
(tfsnippet.utils.RarExtractor static method)
(tfsnippet.utils.TarExtractor static method)
(tfsnippet.utils.ZipExtractor static method)
output() (tfsnippet.BayesianNet method)
outputs() (tfsnippet.BayesianNet method)
P
param_vars (tfsnippet.TrainLoop attribute)
ParamSpec (class in tfsnippet.utils)
pareto() (tfsnippet.utils.VarScopeRandomState method)
path (tfsnippet.utils.CacheDir attribute)
permutation() (tfsnippet.utils.VarScopeRandomState method)
PermutationMatrix (class in tfsnippet.utils)
planar_normalizing_flows() (in module tfsnippet.layers)
PlanarNormalizingFlow (class in tfsnippet.layers)
poisson() (tfsnippet.utils.VarScopeRandomState method)
poisson_lam_max (tfsnippet.utils.VarScopeRandomState attribute)
pop() (tfsnippet.utils.ContextStack method)
power() (tfsnippet.utils.VarScopeRandomState method)
prefetch_num (tfsnippet.dataflows.ThreadingFlow attribute)
print_logs() (tfsnippet.TrainLoop method)
print_training_summary() (tfsnippet.TrainLoop method)
println() (tfsnippet.TrainLoop method)
prob() (tfsnippet.Bernoulli method)
(tfsnippet.Categorical method)
(tfsnippet.Concrete method)
(tfsnippet.Distribution method)
(tfsnippet.ExpConcrete method)
(tfsnippet.FlowDistribution method)
(tfsnippet.Normal method)
(tfsnippet.OnehotCategorical method)
(tfsnippet.StochasticTensor method)
(tfsnippet.Uniform method)
purge_all() (tfsnippet.utils.CacheDir method)
push() (tfsnippet.utils.ContextStack method)
Q
query() (tfsnippet.BayesianNet method)
R
rand() (tfsnippet.utils.VarScopeRandomState method)
randint() (tfsnippet.utils.VarScopeRandomState method)
randn() (tfsnippet.utils.VarScopeRandomState method)
random_integers() (tfsnippet.utils.VarScopeRandomState method)
random_sample() (tfsnippet.utils.VarScopeRandomState method)
RarExtractor (class in tfsnippet.utils)
rayleigh() (tfsnippet.utils.VarScopeRandomState method)
reduce_group_ndims() (in module tfsnippet)
register_config_arguments() (in module tfsnippet)
(in module tfsnippet.utils)
register_config_validator() (in module tfsnippet.utils)
register_tensor_wrapper_class() (in module tfsnippet.utils)
reinforce() (tfsnippet.VariationalTrainingObjectives method)
remove() (tfsnippet.HookList method)
remove_all() (tfsnippet.HookList method)
remove_annealing_hooks() (tfsnippet.BaseTrainer method)
(tfsnippet.LossTrainer method)
(tfsnippet.Trainer method)
remove_by_priority() (tfsnippet.BaseTrainer method)
(tfsnippet.HookList method)
(tfsnippet.LossTrainer method)
(tfsnippet.Trainer method)
remove_evaluation_hooks() (tfsnippet.BaseTrainer method)
(tfsnippet.LossTrainer method)
(tfsnippet.Trainer method)
remove_if() (tfsnippet.HookList method)
remove_log_hooks() (tfsnippet.BaseTrainer method)
(tfsnippet.LossTrainer method)
(tfsnippet.Trainer method)
remove_validation_hooks() (tfsnippet.BaseTrainer method)
(tfsnippet.LossTrainer method)
(tfsnippet.Trainer method)
reopen_variable_scope() (in module tfsnippet.utils)
require_batch_dims (tfsnippet.layers.ActNorm attribute)
(tfsnippet.layers.BaseFlow attribute)
(tfsnippet.layers.CouplingLayer attribute)
(tfsnippet.layers.FeatureMappingFlow attribute)
(tfsnippet.layers.FeatureShufflingFlow attribute)
(tfsnippet.layers.InvertFlow attribute)
(tfsnippet.layers.InvertibleConv2d attribute)
(tfsnippet.layers.InvertibleDense attribute)
(tfsnippet.layers.MultiLayerFlow attribute)
(tfsnippet.layers.PlanarNormalizingFlow attribute)
(tfsnippet.layers.ReshapeFlow attribute)
(tfsnippet.layers.SequentialFlow attribute)
(tfsnippet.layers.SpaceToDepthFlow attribute)
(tfsnippet.layers.SplitFlow attribute)
require_int32() (tfsnippet.utils.TensorArgValidator method)
require_non_negative() (tfsnippet.utils.TensorArgValidator method)
require_positive() (tfsnippet.utils.TensorArgValidator method)
reset() (tfsnippet.HookList method)
(tfsnippet.utils.StatisticsCollector method)
reset_counter() (tfsnippet.HookEntry method)
reshape_tail() (in module tfsnippet.utils)
ReshapeFlow (class in tfsnippet.layers)
resnet_conv2d_block() (in module tfsnippet.layers)
resnet_deconv2d_block() (in module tfsnippet.layers)
resnet_general_block() (in module tfsnippet.layers)
resolve() (tfsnippet.utils.CacheDir method)
resolve_feed_dict() (in module tfsnippet)
resolve_negative_axis() (in module tfsnippet.utils)
restore() (tfsnippet.VariableSaver method)
right_mult() (tfsnippet.utils.PermutationMatrix method)
root_variable_scope() (in module tfsnippet.utils)
row_permutation (tfsnippet.utils.PermutationMatrix attribute)
run() (tfsnippet.BaseTrainer method)
(tfsnippet.Evaluator method)
(tfsnippet.LossTrainer method)
(tfsnippet.Trainer method)
(tfsnippet.Validator method)
rws_wake() (tfsnippet.VariationalTrainingObjectives method)
S
sample() (tfsnippet.Bernoulli method)
(tfsnippet.Categorical method)
(tfsnippet.Concrete method)
(tfsnippet.Distribution method)
(tfsnippet.ExpConcrete method)
(tfsnippet.FlowDistribution method)
(tfsnippet.Normal method)
(tfsnippet.OnehotCategorical method)
(tfsnippet.Uniform method)
(tfsnippet.preprocessing.BaseSampler method)
(tfsnippet.preprocessing.BernoulliSampler method)
(tfsnippet.preprocessing.UniformNoiseSampler method)
save() (tfsnippet.VariableSaver method)
ScheduledVariable (class in tfsnippet)
scoped_set_config() (in module tfsnippet.utils)
seed() (tfsnippet.utils.VarScopeRandomState method)
select() (tfsnippet.DataFlow method)
(tfsnippet.dataflows.ArrayFlow method)
(tfsnippet.dataflows.DataFlow method)
(tfsnippet.dataflows.ExtraInfoDataFlow method)
(tfsnippet.dataflows.GatherFlow method)
(tfsnippet.dataflows.IteratorFactoryFlow method)
(tfsnippet.dataflows.MapperFlow method)
(tfsnippet.dataflows.SeqFlow method)
(tfsnippet.dataflows.ThreadingFlow method)
seq() (tfsnippet.DataFlow static method)
(tfsnippet.dataflows.ArrayFlow static method)
(tfsnippet.dataflows.DataFlow static method)
(tfsnippet.dataflows.ExtraInfoDataFlow static method)
(tfsnippet.dataflows.GatherFlow static method)
(tfsnippet.dataflows.IteratorFactoryFlow static method)
(tfsnippet.dataflows.MapperFlow static method)
(tfsnippet.dataflows.SeqFlow static method)
(tfsnippet.dataflows.ThreadingFlow static method)
SeqFlow (class in tfsnippet.dataflows)
SequentialFlow (class in tfsnippet.layers)
set() (tfsnippet.AnnealingVariable method)
(tfsnippet.ScheduledVariable method)
set_assertion_enabled() (in module tfsnippet.utils)
set_cache_root() (in module tfsnippet.utils)
set_check_numerics() (in module tfsnippet.utils)
set_global_seed() (tfsnippet.utils.VarScopeRandomState class method)
set_random_seed() (in module tfsnippet.utils)
set_state() (tfsnippet.utils.VarScopeRandomState method)
sgvb() (tfsnippet.VariationalTrainingObjectives method)
sgvb_estimator() (in module tfsnippet)
shape (tfsnippet.utils.InputSpec attribute)
(tfsnippet.utils.InvertibleMatrix attribute)
(tfsnippet.utils.ParamSpec attribute)
(tfsnippet.utils.PermutationMatrix attribute)
(tfsnippet.utils.StatisticsCollector attribute)
should_check_numerics() (in module tfsnippet.utils)
shuffle() (tfsnippet.utils.VarScopeRandomState method)
skip_incomplete (tfsnippet.dataflows.ArrayFlow attribute)
(tfsnippet.dataflows.ExtraInfoDataFlow attribute)
(tfsnippet.dataflows.SeqFlow attribute)
SlidingWindow (class in tfsnippet)
(class in tfsnippet.dataflows)
smart_cond() (in module tfsnippet.ops)
softmax_classification_output() (in module tfsnippet.ops)
sort_key() (tfsnippet.HookEntry method)
sort_metrics() (tfsnippet.DefaultMetricFormatter method)
(tfsnippet.MetricFormatter method)
source (tfsnippet.dataflows.MapperFlow attribute)
(tfsnippet.dataflows.ThreadingFlow attribute)
space_to_depth() (in module tfsnippet.ops)
SpaceToDepthFlow (class in tfsnippet.layers)
split_numpy_array() (in module tfsnippet.utils)
split_numpy_arrays() (in module tfsnippet.utils)
SplitFlow (class in tfsnippet.layers)
square (tfsnippet.utils.StatisticsCollector attribute)
standard_cauchy() (tfsnippet.utils.VarScopeRandomState method)
standard_exponential() (tfsnippet.utils.VarScopeRandomState method)
standard_gamma() (tfsnippet.utils.VarScopeRandomState method)
standard_normal() (tfsnippet.utils.VarScopeRandomState method)
standard_t() (tfsnippet.utils.VarScopeRandomState method)
start (tfsnippet.dataflows.SeqFlow attribute)
StatisticsCollector (class in tfsnippet.utils)
std (tfsnippet.Normal attribute)
stddev (tfsnippet.utils.StatisticsCollector attribute)
step (tfsnippet.dataflows.SeqFlow attribute)
(tfsnippet.TrainLoop attribute)
StochasticTensor (class in tfsnippet)
stop (tfsnippet.dataflows.SeqFlow attribute)
StrConfigValidator (class in tfsnippet.utils)
summaries (tfsnippet.LossTrainer attribute)
(tfsnippet.Trainer attribute)
summarize_variables() (in module tfsnippet)
summary_metric_prefix (tfsnippet.TrainLoop attribute)
summary_writer (tfsnippet.TrainLoop attribute)
T
take_snapshot() (tfsnippet.utils.ETA method)
TarExtractor (class in tfsnippet.utils)
temperature (tfsnippet.Concrete attribute)
(tfsnippet.ExpConcrete attribute)
tensor (tfsnippet.AnnealingVariable attribute)
(tfsnippet.ScheduledVariable attribute)
(tfsnippet.StochasticTensor attribute)
(tfsnippet.utils.TensorWrapper attribute)
TensorArgValidator (class in tfsnippet.utils)
TensorWrapper (class in tfsnippet.utils)
tfsnippet (module)
tfsnippet.dataflows (module)
tfsnippet.datasets (module)
tfsnippet.layers (module)
tfsnippet.ops (module)
tfsnippet.preprocessing (module)
tfsnippet.utils (module)
TFSnippetConfig (class in tfsnippet.utils)
the_arrays (tfsnippet.dataflows.ArrayFlow attribute)
(tfsnippet.dataflows.SeqFlow attribute)
threaded() (tfsnippet.DataFlow method)
(tfsnippet.dataflows.ArrayFlow method)
(tfsnippet.dataflows.DataFlow method)
(tfsnippet.dataflows.ExtraInfoDataFlow method)
(tfsnippet.dataflows.GatherFlow method)
(tfsnippet.dataflows.IteratorFactoryFlow method)
(tfsnippet.dataflows.MapperFlow method)
(tfsnippet.dataflows.SeqFlow method)
(tfsnippet.dataflows.ThreadingFlow method)
ThreadingFlow (class in tfsnippet.dataflows)
time_metric_name (tfsnippet.Evaluator attribute)
(tfsnippet.Validator attribute)
timeit() (tfsnippet.TrainLoop method)
to_arrays_flow() (tfsnippet.DataFlow method)
(tfsnippet.dataflows.ArrayFlow method)
(tfsnippet.dataflows.DataFlow method)
(tfsnippet.dataflows.ExtraInfoDataFlow method)
(tfsnippet.dataflows.GatherFlow method)
(tfsnippet.dataflows.IteratorFactoryFlow method)
(tfsnippet.dataflows.MapperFlow method)
(tfsnippet.dataflows.SeqFlow method)
(tfsnippet.dataflows.ThreadingFlow method)
to_dict() (tfsnippet.Config method)
(tfsnippet.utils.Config method)
(tfsnippet.utils.TFSnippetConfig method)
tomaxint() (tfsnippet.utils.VarScopeRandomState method)
top() (tfsnippet.utils.ContextStack method)
train_loop() (in module tfsnippet)
train_op (tfsnippet.LossTrainer attribute)
(tfsnippet.Trainer attribute)
Trainer (class in tfsnippet)
training (tfsnippet.VariationalInference attribute)
TrainLoop (class in tfsnippet)
TrainLoopContext (in module tfsnippet)
transform() (tfsnippet.layers.ActNorm method)
(tfsnippet.layers.BaseFlow method)
(tfsnippet.layers.CouplingLayer method)
(tfsnippet.layers.FeatureMappingFlow method)
(tfsnippet.layers.FeatureShufflingFlow method)
(tfsnippet.layers.InvertFlow method)
(tfsnippet.layers.InvertibleConv2d method)
(tfsnippet.layers.InvertibleDense method)
(tfsnippet.layers.MultiLayerFlow method)
(tfsnippet.layers.PlanarNormalizingFlow method)
(tfsnippet.layers.ReshapeFlow method)
(tfsnippet.layers.SequentialFlow method)
(tfsnippet.layers.SpaceToDepthFlow method)
(tfsnippet.layers.SplitFlow method)
transpose_conv2d_axis() (in module tfsnippet.utils)
transpose_conv2d_channels_last_to_x() (in module tfsnippet.utils)
transpose_conv2d_channels_x_to_last() (in module tfsnippet.utils)
triangular() (tfsnippet.utils.VarScopeRandomState method)
type (tfsnippet.ConfigField attribute)
(tfsnippet.utils.ConfigField attribute)
U
unflatten_from_ndims() (in module tfsnippet.utils)
Uniform (class in tfsnippet)
uniform() (tfsnippet.utils.VarScopeRandomState method)
UniformNoiseSampler (class in tfsnippet.preprocessing)
update() (tfsnippet.Config method)
(tfsnippet.EarlyStopping method)
(tfsnippet.utils.Config method)
(tfsnippet.utils.TFSnippetConfig method)
use_early_stopping (tfsnippet.TrainLoop attribute)
V
valid_metric_name (tfsnippet.TrainLoop attribute)
valid_metric_smaller_is_better (tfsnippet.TrainLoop attribute)
validate() (tfsnippet.ConfigField method)
(tfsnippet.utils.BoolConfigValidator method)
(tfsnippet.utils.ConfigField method)
(tfsnippet.utils.ConfigValidator method)
(tfsnippet.utils.FloatConfigValidator method)
(tfsnippet.utils.InputSpec method)
(tfsnippet.utils.IntConfigValidator method)
(tfsnippet.utils.ParamSpec method)
(tfsnippet.utils.StrConfigValidator method)
validate_after() (tfsnippet.BaseTrainer method)
(tfsnippet.LossTrainer method)
(tfsnippet.Trainer method)
validate_after_epochs() (tfsnippet.BaseTrainer method)
(tfsnippet.LossTrainer method)
(tfsnippet.Trainer method)
validate_after_steps() (tfsnippet.BaseTrainer method)
(tfsnippet.LossTrainer method)
(tfsnippet.Trainer method)
validate_enum_arg() (in module tfsnippet.utils)
validate_group_ndims_arg() (in module tfsnippet.utils)
validate_int_tuple_arg() (in module tfsnippet.utils)
validate_n_samples_arg() (in module tfsnippet.utils)
validate_positive_int_arg() (in module tfsnippet.utils)
VALIDATION (tfsnippet.HookPriority attribute)
Validator (class in tfsnippet)
value_ndims (tfsnippet.layers.ActNorm attribute)
(tfsnippet.layers.CouplingLayer attribute)
(tfsnippet.layers.FeatureMappingFlow attribute)
(tfsnippet.layers.FeatureShufflingFlow attribute)
(tfsnippet.layers.InvertibleConv2d attribute)
(tfsnippet.layers.InvertibleDense attribute)
(tfsnippet.layers.PlanarNormalizingFlow attribute)
(tfsnippet.utils.InputSpec attribute)
(tfsnippet.utils.ParamSpec attribute)
value_shape (tfsnippet.Bernoulli attribute)
(tfsnippet.Categorical attribute)
(tfsnippet.Concrete attribute)
(tfsnippet.Distribution attribute)
(tfsnippet.ExpConcrete attribute)
(tfsnippet.FlowDistribution attribute)
(tfsnippet.Normal attribute)
(tfsnippet.OnehotCategorical attribute)
(tfsnippet.Uniform attribute)
(tfsnippet.utils.InputSpec attribute)
(tfsnippet.utils.ParamSpec attribute)
var (tfsnippet.utils.StatisticsCollector attribute)
var_groups (tfsnippet.TrainLoop attribute)
variable (tfsnippet.AnnealingVariable attribute)
(tfsnippet.ScheduledVariable attribute)
variable_scope (tfsnippet.layers.ActNorm attribute)
(tfsnippet.VarScopeObject attribute)
(tfsnippet.VariableSaver attribute)
(tfsnippet.layers.BaseFlow attribute)
(tfsnippet.layers.BaseLayer attribute)
(tfsnippet.layers.CouplingLayer attribute)
(tfsnippet.layers.FeatureMappingFlow attribute)
(tfsnippet.layers.FeatureShufflingFlow attribute)
(tfsnippet.layers.InvertFlow attribute)
(tfsnippet.layers.InvertibleConv2d attribute)
(tfsnippet.layers.InvertibleDense attribute)
(tfsnippet.layers.MultiLayerFlow attribute)
(tfsnippet.layers.PlanarNormalizingFlow attribute)
(tfsnippet.layers.ReshapeFlow attribute)
(tfsnippet.layers.SequentialFlow attribute)
(tfsnippet.layers.SpaceToDepthFlow attribute)
(tfsnippet.layers.SplitFlow attribute)
(tfsnippet.utils.InvertibleMatrix attribute)
(tfsnippet.utils.VarScopeObject attribute)
VariableSaver (class in tfsnippet)
variational (tfsnippet.VariationalChain attribute)
variational_chain() (tfsnippet.BayesianNet method)
VariationalChain (class in tfsnippet)
VariationalEvaluation (class in tfsnippet)
VariationalInference (class in tfsnippet)
VariationalLowerBounds (class in tfsnippet)
VariationalTrainingObjectives (class in tfsnippet)
VarScopeObject (class in tfsnippet)
(class in tfsnippet.utils)
VarScopeRandomState (class in tfsnippet.utils)
vi (tfsnippet.VariationalChain attribute)
vimco() (tfsnippet.VariationalTrainingObjectives method)
vonmises() (tfsnippet.utils.VarScopeRandomState method)
W
wald() (tfsnippet.utils.VarScopeRandomState method)
weibull() (tfsnippet.utils.VarScopeRandomState method)
weight_norm() (in module tfsnippet.layers)
weight_sum (tfsnippet.utils.StatisticsCollector attribute)
window_size (tfsnippet.dataflows.SlidingWindow attribute)
(tfsnippet.SlidingWindow attribute)
X
x_value_ndims (tfsnippet.layers.ActNorm attribute)
(tfsnippet.layers.BaseFlow attribute)
(tfsnippet.layers.CouplingLayer attribute)
(tfsnippet.layers.FeatureMappingFlow attribute)
(tfsnippet.layers.FeatureShufflingFlow attribute)
(tfsnippet.layers.InvertFlow attribute)
(tfsnippet.layers.InvertibleConv2d attribute)
(tfsnippet.layers.InvertibleDense attribute)
(tfsnippet.layers.MultiLayerFlow attribute)
(tfsnippet.layers.PlanarNormalizingFlow attribute)
(tfsnippet.layers.ReshapeFlow attribute)
(tfsnippet.layers.SequentialFlow attribute)
(tfsnippet.layers.SpaceToDepthFlow attribute)
(tfsnippet.layers.SplitFlow attribute)
Y
y_value_ndims (tfsnippet.layers.ActNorm attribute)
(tfsnippet.layers.BaseFlow attribute)
(tfsnippet.layers.CouplingLayer attribute)
(tfsnippet.layers.FeatureMappingFlow attribute)
(tfsnippet.layers.FeatureShufflingFlow attribute)
(tfsnippet.layers.InvertFlow attribute)
(tfsnippet.layers.InvertibleConv2d attribute)
(tfsnippet.layers.InvertibleDense attribute)
(tfsnippet.layers.MultiLayerFlow attribute)
(tfsnippet.layers.PlanarNormalizingFlow attribute)
(tfsnippet.layers.ReshapeFlow attribute)
(tfsnippet.layers.SequentialFlow attribute)
(tfsnippet.layers.SpaceToDepthFlow attribute)
(tfsnippet.layers.SplitFlow attribute)
Z
ZipExtractor (class in tfsnippet.utils)
zipf() (tfsnippet.utils.VarScopeRandomState method)
zs_elbo() (tfsnippet.VariationalInference method)
zs_importance_weighted_objective() (tfsnippet.VariationalInference method)
zs_klpq() (tfsnippet.VariationalInference method)
zs_objective() (tfsnippet.VariationalInference method)
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