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_
__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.InvertibleActivation method)
(tfsnippet.layers.InvertibleActivationFlow method)
(tfsnippet.layers.InvertibleConv2d method)
(tfsnippet.layers.InvertibleDense method)
(tfsnippet.layers.LeakyReLU 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)
activation (tfsnippet.layers.InvertibleActivationFlow attribute)
ActNorm (class in tfsnippet.layers)
add() (tfsnippet.BayesianNet method)
add_config() (tfsnippet.utils.ConsoleTable method)
add_dict() (tfsnippet.utils.ConsoleTable method)
add_histogram() (in module tfsnippet)
(in module tfsnippet.utils)
(tfsnippet.SummaryCollector method)
(tfsnippet.utils.SummaryCollector method)
add_hr() (tfsnippet.utils.ConsoleTable method)
add_key_values() (tfsnippet.utils.ConsoleTable 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_row() (tfsnippet.utils.ConsoleTable method)
add_skip() (tfsnippet.utils.ConsoleTable method)
add_summary() (in module tfsnippet)
(in module tfsnippet.utils)
(tfsnippet.SummaryCollector method)
(tfsnippet.TrainLoop method)
(tfsnippet.utils.SummaryCollector method)
add_title() (tfsnippet.utils.ConsoleTable method)
AFTER_EPOCH (tfsnippet.EventKeys attribute)
AFTER_EXECUTION (tfsnippet.EventKeys attribute)
AFTER_STEP (tfsnippet.EventKeys 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)
AnnealingScalar (class in tfsnippet)
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.InvertibleActivationFlow 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_default() (tfsnippet.SummaryCollector method)
(tfsnippet.utils.SummaryCollector method)
as_distribution() (in module tfsnippet)
as_flow() (tfsnippet.dataflows.SlidingWindow method)
(tfsnippet.SlidingWindow method)
(tfsnippet.layers.InvertibleActivation method)
(tfsnippet.layers.LeakyReLU method)
as_gated() (in module tfsnippet.layers)
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)
assign_op (tfsnippet.AnnealingVariable attribute)
(tfsnippet.ScheduledVariable attribute)
assign_ph (tfsnippet.AnnealingVariable attribute)
(tfsnippet.ScheduledVariable attribute)
auto_batch_weight() (in module tfsnippet)
AUTO_HISTOGRAM (tfsnippet.GraphKeys attribute)
(tfsnippet.utils.GraphKeys attribute)
auto_histogram (tfsnippet.utils.TFSnippetConfig attribute)
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
base_distribution (tfsnippet.BatchToValueDistribution attribute)
(tfsnippet.Bernoulli attribute)
(tfsnippet.Categorical attribute)
(tfsnippet.Concrete attribute)
(tfsnippet.DiscretizedLogistic attribute)
(tfsnippet.Distribution attribute)
(tfsnippet.ExpConcrete attribute)
(tfsnippet.FlowDistribution attribute)
(tfsnippet.Mixture attribute)
(tfsnippet.Normal attribute)
(tfsnippet.OnehotCategorical attribute)
(tfsnippet.Uniform attribute)
BaseFlow (class in tfsnippet.layers)
BaseLayer (class in tfsnippet.layers)
BaseRegistry (class in tfsnippet.utils)
BaseSampler (class in tfsnippet.preprocessing)
BaseTrainer (class in tfsnippet)
batch_ndims_to_value() (tfsnippet.BatchToValueDistribution method)
(tfsnippet.Bernoulli method)
(tfsnippet.Categorical method)
(tfsnippet.Concrete method)
(tfsnippet.DiscretizedLogistic method)
(tfsnippet.Distribution method)
(tfsnippet.ExpConcrete method)
(tfsnippet.FlowDistribution method)
(tfsnippet.Mixture method)
(tfsnippet.Normal method)
(tfsnippet.OnehotCategorical method)
(tfsnippet.Uniform method)
batch_shape (tfsnippet.BatchToValueDistribution attribute)
(tfsnippet.Bernoulli attribute)
(tfsnippet.Categorical attribute)
(tfsnippet.Concrete attribute)
(tfsnippet.DiscretizedLogistic attribute)
(tfsnippet.Distribution attribute)
(tfsnippet.ExpConcrete attribute)
(tfsnippet.FlowDistribution attribute)
(tfsnippet.Mixture 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)
BatchToValueDistribution (class in tfsnippet)
BayesianNet (class in tfsnippet)
BEFORE_EPOCH (tfsnippet.EventKeys attribute)
BEFORE_EXECUTION (tfsnippet.EventKeys attribute)
BEFORE_STEP (tfsnippet.EventKeys attribute)
Bernoulli (class in tfsnippet)
BernoulliSampler (class in tfsnippet.preprocessing)
best_valid_metric (tfsnippet.TrainLoop attribute)
beta() (tfsnippet.utils.VarScopeRandomState method)
biased_edges (tfsnippet.DiscretizedLogistic attribute)
bin_size (tfsnippet.DiscretizedLogistic attribute)
binomial() (tfsnippet.utils.VarScopeRandomState method)
bits_per_dimension() (in module tfsnippet.ops)
BoolConfigValidator (class in tfsnippet.utils)
broadcast_concat() (in module tfsnippet.ops)
broadcast_log_det_against_input() (in module tfsnippet.layers)
broadcast_to_shape() (in module tfsnippet.ops)
broadcast_to_shape_strict() (in module tfsnippet.ops)
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.InvertibleActivationFlow 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)
camel_to_underscore() (in module tfsnippet.utils)
Categorical (class in tfsnippet)
categorical (tfsnippet.Mixture attribute)
chain() (tfsnippet.BayesianNet method)
check_numerics (tfsnippet.utils.TFSnippetConfig attribute)
CheckpointSavableObject (class in tfsnippet)
CheckpointSaver (class in tfsnippet)
chisquare() (tfsnippet.utils.VarScopeRandomState method)
choice() (tfsnippet.utils.VarScopeRandomState method)
choices (tfsnippet.ConfigField attribute)
(tfsnippet.utils.ConfigField attribute)
classification_accuracy() (in module tfsnippet.ops)
ClassRegistry (class in tfsnippet.utils)
clear() (tfsnippet.MetricLogger method)
clear_event_handlers() (tfsnippet.utils.EventSource 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)
collections (tfsnippet.SummaryCollector attribute)
(tfsnippet.utils.SummaryCollector attribute)
components (tfsnippet.Mixture attribute)
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)
ConsoleTable (class in tfsnippet.utils)
construct() (tfsnippet.utils.ClassRegistry method)
ContextStack (class in tfsnippet.utils)
conv2d() (in module tfsnippet.layers)
convert_to_tensor_and_cast() (in module tfsnippet.ops)
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_kernel_initializer() (in module tfsnippet.layers)
default_summary_collector() (in module tfsnippet)
(in module tfsnippet.utils)
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)
discretize_given (tfsnippet.DiscretizedLogistic attribute)
discretize_sample (tfsnippet.DiscretizedLogistic attribute)
DiscretizedLogistic (class in tfsnippet)
Disposable (class in tfsnippet.utils)
DisposableContext (class in tfsnippet.utils)
Distribution (class in tfsnippet)
distribution (tfsnippet.StochasticTensor attribute)
DocInherit() (in module tfsnippet.utils)
download() (tfsnippet.utils.CacheDir method)
download_and_extract() (tfsnippet.utils.CacheDir method)
dropout() (in module tfsnippet.layers)
dtype (tfsnippet.BatchToValueDistribution attribute)
(tfsnippet.Bernoulli attribute)
(tfsnippet.Categorical attribute)
(tfsnippet.Concrete attribute)
(tfsnippet.DiscretizedLogistic attribute)
(tfsnippet.Distribution attribute)
(tfsnippet.ExpConcrete attribute)
(tfsnippet.FlowDistribution attribute)
(tfsnippet.Mixture 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)
(tfsnippet.utils.TensorSpec attribute)
DynamicValue (class in tfsnippet)
E
elbo() (tfsnippet.VariationalLowerBounds method)
elbo_objective() (in module tfsnippet)
enable_assertions (tfsnippet.utils.TFSnippetConfig attribute)
ensure_variables_initialized() (in module tfsnippet.utils)
ENTER_LOOP (tfsnippet.EventKeys attribute)
epoch (tfsnippet.TrainLoop attribute)
EPOCH_ANNEALING (tfsnippet.EventKeys attribute)
EPOCH_END (tfsnippet.dataflows.ThreadingFlow attribute)
EPOCH_EVALUATION (tfsnippet.EventKeys attribute)
EPOCH_LOGGING (tfsnippet.EventKeys 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.VariationalInference attribute)
Evaluator (class in tfsnippet)
EventKeys (class in tfsnippet)
events (tfsnippet.BaseTrainer attribute)
(tfsnippet.Evaluator attribute)
(tfsnippet.LossTrainer attribute)
(tfsnippet.TrainLoop attribute)
(tfsnippet.Trainer attribute)
(tfsnippet.Validator attribute)
EventSource (class in tfsnippet.utils)
EXIT_LOOP (tfsnippet.EventKeys attribute)
expand_value_ndims() (tfsnippet.BatchToValueDistribution method)
(tfsnippet.Bernoulli method)
(tfsnippet.Categorical method)
(tfsnippet.Concrete method)
(tfsnippet.DiscretizedLogistic method)
(tfsnippet.Distribution method)
(tfsnippet.ExpConcrete method)
(tfsnippet.FlowDistribution method)
(tfsnippet.Mixture method)
(tfsnippet.Normal method)
(tfsnippet.OnehotCategorical method)
(tfsnippet.Uniform method)
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.InvertibleActivationFlow 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)
file_cache_checksum (tfsnippet.utils.TFSnippetConfig attribute)
filename (tfsnippet.CheckpointSaver attribute)
fire() (tfsnippet.utils.EventSource method)
flatten_to_ndims() (in module tfsnippet.ops)
FloatConfigValidator (class in tfsnippet.utils)
flow (tfsnippet.FlowDistribution attribute)
flow_origin (tfsnippet.FlowDistributionDerivedTensor attribute)
(tfsnippet.StochasticTensor attribute)
FlowDistribution (class in tfsnippet)
FlowDistributionDerivedTensor (class in tfsnippet)
flows (tfsnippet.dataflows.GatherFlow attribute)
(tfsnippet.layers.SequentialFlow attribute)
format() (tfsnippet.utils.ConsoleTable method)
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)
generate_random_seed() (in module tfsnippet.utils)
geometric() (tfsnippet.utils.VarScopeRandomState method)
get() (tfsnippet.AnnealingScalar method)
(tfsnippet.AnnealingVariable method)
(tfsnippet.BayesianNet method)
(tfsnippet.DynamicValue method)
(tfsnippet.ScheduledVariable method)
(tfsnippet.utils.BaseRegistry method)
(tfsnippet.utils.ClassRegistry 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.BatchToValueDistribution method)
(tfsnippet.Bernoulli method)
(tfsnippet.Categorical method)
(tfsnippet.Concrete method)
(tfsnippet.DiscretizedLogistic method)
(tfsnippet.Distribution method)
(tfsnippet.ExpConcrete method)
(tfsnippet.FlowDistribution method)
(tfsnippet.Mixture 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_dimension_size() (in module tfsnippet.utils)
get_dimensions_size() (in module tfsnippet.utils)
get_eta() (tfsnippet.TrainLoop method)
(tfsnippet.utils.ETA 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.utils)
get_state() (tfsnippet.CheckpointSavableObject method)
(tfsnippet.utils.VarScopeRandomState method)
get_static_shape() (in module tfsnippet.utils)
get_uninitialized_variables() (in module tfsnippet.utils)
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)
GraphKeys (class in tfsnippet)
(class in tfsnippet.utils)
group_ndims (tfsnippet.StochasticTensor attribute)
gumbel() (tfsnippet.utils.VarScopeRandomState method)
H
has_value (tfsnippet.utils.StatisticsCollector attribute)
horizontal (tfsnippet.layers.PixelCNN2DOutput attribute)
humanize_duration() (in module tfsnippet.utils)
hypergeometric() (tfsnippet.utils.VarScopeRandomState method)
I
ignore_case (tfsnippet.utils.BaseRegistry attribute)
(tfsnippet.utils.ClassRegistry attribute)
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.InvertibleMatrix attribute)
(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.InvertibleActivation method)
(tfsnippet.layers.InvertibleActivationFlow method)
(tfsnippet.layers.InvertibleConv2d method)
(tfsnippet.layers.InvertibleDense method)
(tfsnippet.layers.LeakyReLU 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.InvertibleActivationFlow 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)
InvertibleActivation (class in tfsnippet.layers)
InvertibleActivationFlow (class in tfsnippet.layers)
InvertibleConv2d (class in tfsnippet.layers)
InvertibleDense (class in tfsnippet.layers)
InvertibleMatrix (class in tfsnippet)
(class in tfsnippet.utils)
is_continuous (tfsnippet.BatchToValueDistribution attribute)
(tfsnippet.Bernoulli attribute)
(tfsnippet.Categorical attribute)
(tfsnippet.Concrete attribute)
(tfsnippet.DiscretizedLogistic attribute)
(tfsnippet.Distribution attribute)
(tfsnippet.ExpConcrete attribute)
(tfsnippet.FlowDistribution attribute)
(tfsnippet.Mixture 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.BatchToValueDistribution attribute)
(tfsnippet.Bernoulli attribute)
(tfsnippet.Categorical attribute)
(tfsnippet.Concrete attribute)
(tfsnippet.DiscretizedLogistic attribute)
(tfsnippet.Distribution attribute)
(tfsnippet.ExpConcrete attribute)
(tfsnippet.FlowDistribution attribute)
(tfsnippet.Mixture 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)
latest_checkpoint() (tfsnippet.CheckpointSaver method)
LeakyReLU (class in tfsnippet.layers)
left_mult() (tfsnippet.utils.PermutationMatrix method)
load_cifar10() (in module tfsnippet.datasets)
load_cifar100() (in module tfsnippet.datasets)
load_fashion_mnist() (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.InvertibleMatrix attribute)
(tfsnippet.utils.InvertibleMatrix attribute)
log_joint (tfsnippet.VariationalChain attribute)
(tfsnippet.VariationalInference attribute)
log_mean_exp() (in module tfsnippet.ops)
log_prob() (tfsnippet.BatchToValueDistribution method)
(tfsnippet.Bernoulli method)
(tfsnippet.Categorical method)
(tfsnippet.Concrete method)
(tfsnippet.DiscretizedLogistic method)
(tfsnippet.Distribution method)
(tfsnippet.ExpConcrete method)
(tfsnippet.FlowDistribution method)
(tfsnippet.Mixture method)
(tfsnippet.Normal method)
(tfsnippet.OnehotCategorical method)
(tfsnippet.StochasticTensor method)
(tfsnippet.Uniform method)
log_scale (tfsnippet.DiscretizedLogistic attribute)
log_sum_exp() (in module tfsnippet.ops)
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
make_checkpoint() (tfsnippet.TrainLoop method)
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.InvertibleMatrix attribute)
(tfsnippet.utils.InvertibleMatrix attribute)
max_epoch (tfsnippet.TrainLoop attribute)
max_pool2d() (in module tfsnippet.layers)
max_step (tfsnippet.TrainLoop attribute)
max_val (tfsnippet.DiscretizedLogistic attribute)
maxval (tfsnippet.preprocessing.UniformNoiseSampler attribute)
(tfsnippet.Uniform attribute)
maybe_add_histogram() (in module tfsnippet.utils)
maybe_check_numerics() (in module tfsnippet.utils)
maybe_clip_value() (in module tfsnippet.ops)
maybe_close() (in module tfsnippet.utils)
mean (tfsnippet.DiscretizedLogistic attribute)
(tfsnippet.Normal attribute)
(tfsnippet.utils.StatisticsCollector attribute)
merge_feed_dict() (in module tfsnippet)
merge_summary() (tfsnippet.SummaryCollector method)
(tfsnippet.utils.SummaryCollector method)
metric_collector() (tfsnippet.TrainLoop method)
metric_name (tfsnippet.LossTrainer attribute)
METRIC_ORDERS (tfsnippet.DefaultMetricFormatter attribute)
METRIC_STATS_PRINTED (tfsnippet.EventKeys attribute)
MetricFormatter (class in tfsnippet)
MetricLogger (class in tfsnippet)
metrics (tfsnippet.Evaluator attribute)
(tfsnippet.LossTrainer attribute)
(tfsnippet.MetricLogger attribute)
(tfsnippet.Trainer attribute)
(tfsnippet.Validator attribute)
METRICS_COLLECTED (tfsnippet.EventKeys attribute)
min_val (tfsnippet.DiscretizedLogistic attribute)
minibatch_slices_iterator() (in module tfsnippet.utils)
minval (tfsnippet.preprocessing.UniformNoiseSampler attribute)
(tfsnippet.Uniform attribute)
Mixture (class in tfsnippet)
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_components (tfsnippet.Mixture attribute)
n_layers (tfsnippet.layers.MultiLayerFlow attribute)
(tfsnippet.layers.SequentialFlow attribute)
n_samples (tfsnippet.StochasticTensor attribute)
name (tfsnippet.CheckpointSaver attribute)
(tfsnippet.InvertibleMatrix attribute)
(tfsnippet.VarScopeObject attribute)
(tfsnippet.layers.ActNorm 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.InvertibleActivationFlow 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)
nvil() (tfsnippet.VariationalTrainingObjectives method)
nvil_estimator() (in module tfsnippet)
O
observed (tfsnippet.BayesianNet attribute)
off() (tfsnippet.utils.EventSource method)
on() (tfsnippet.utils.EventSource method)
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)
PixelCNN2DOutput (class in tfsnippet.layers)
pixelcnn_2d_input() (in module tfsnippet.layers)
pixelcnn_2d_output() (in module tfsnippet.layers)
pixelcnn_2d_sample() (in module tfsnippet.ops)
pixelcnn_conv2d_resnet() (in module tfsnippet.layers)
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)
prepend_dims() (in module tfsnippet.ops)
print_as_table() (in module tfsnippet.utils)
print_logs() (tfsnippet.TrainLoop method)
print_training_summary() (tfsnippet.TrainLoop method)
println() (tfsnippet.TrainLoop method)
prob() (tfsnippet.BatchToValueDistribution method)
(tfsnippet.Bernoulli method)
(tfsnippet.Categorical method)
(tfsnippet.Concrete method)
(tfsnippet.DiscretizedLogistic method)
(tfsnippet.Distribution method)
(tfsnippet.ExpConcrete method)
(tfsnippet.FlowDistribution method)
(tfsnippet.Mixture 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)
recover_internal_states() (tfsnippet.CheckpointSaver method)
reduce_group_ndims() (in module tfsnippet)
register() (tfsnippet.utils.BaseRegistry method)
(tfsnippet.utils.ClassRegistry method)
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_annealing_hooks() (tfsnippet.BaseTrainer method)
(tfsnippet.LossTrainer method)
(tfsnippet.Trainer method)
remove_evaluation_hooks() (tfsnippet.BaseTrainer method)
(tfsnippet.LossTrainer method)
(tfsnippet.Trainer 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.InvertibleActivationFlow 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.utils.StatisticsCollector method)
reshape_tail() (in module tfsnippet.ops)
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.CheckpointSaver method)
restore_latest() (tfsnippet.CheckpointSaver method)
reverse_fire() (tfsnippet.utils.EventSource 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)
S
sample() (tfsnippet.BatchToValueDistribution method)
(tfsnippet.Bernoulli method)
(tfsnippet.Categorical method)
(tfsnippet.Concrete method)
(tfsnippet.DiscretizedLogistic method)
(tfsnippet.Distribution method)
(tfsnippet.ExpConcrete method)
(tfsnippet.FlowDistribution method)
(tfsnippet.Mixture method)
(tfsnippet.Normal method)
(tfsnippet.OnehotCategorical method)
(tfsnippet.Uniform method)
(tfsnippet.preprocessing.BaseSampler method)
(tfsnippet.preprocessing.BernoulliSampler method)
(tfsnippet.preprocessing.UniformNoiseSampler method)
save() (tfsnippet.CheckpointSaver method)
save_dir (tfsnippet.CheckpointSaver attribute)
save_meta (tfsnippet.CheckpointSaver attribute)
saver (tfsnippet.CheckpointSaver attribute)
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_cache_root() (in module tfsnippet.utils)
set_global_seed() (tfsnippet.utils.VarScopeRandomState class method)
set_random_seed() (in module tfsnippet.utils)
set_state() (tfsnippet.CheckpointSavableObject method)
(tfsnippet.utils.VarScopeRandomState method)
sgvb() (tfsnippet.VariationalTrainingObjectives method)
sgvb_estimator() (in module tfsnippet)
shape (tfsnippet.InvertibleMatrix attribute)
(tfsnippet.utils.InputSpec attribute)
(tfsnippet.utils.InvertibleMatrix attribute)
(tfsnippet.utils.ParamSpec attribute)
(tfsnippet.utils.PermutationMatrix attribute)
(tfsnippet.utils.StatisticsCollector attribute)
(tfsnippet.utils.TensorSpec attribute)
shift() (in module tfsnippet.ops)
shifted_conv2d() (in module tfsnippet.layers)
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_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)
STEP_ANNEALING (tfsnippet.EventKeys attribute)
step_data (tfsnippet.TrainLoop attribute)
STEP_EVALUATION (tfsnippet.EventKeys attribute)
STEP_LOGGING (tfsnippet.EventKeys 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_ADDED (tfsnippet.EventKeys attribute)
summary_list (tfsnippet.SummaryCollector attribute)
(tfsnippet.utils.SummaryCollector attribute)
summary_writer (tfsnippet.TrainLoop attribute)
SummaryCollector (class in tfsnippet)
(class in tfsnippet.utils)
T
take_snapshot() (tfsnippet.utils.ETA method)
TarExtractor (class in tfsnippet.utils)
temperature (tfsnippet.Concrete attribute)
(tfsnippet.ExpConcrete attribute)
tensor (tfsnippet.AnnealingVariable attribute)
(tfsnippet.FlowDistributionDerivedTensor attribute)
(tfsnippet.ScheduledVariable attribute)
(tfsnippet.StochasticTensor attribute)
(tfsnippet.utils.TensorWrapper attribute)
TensorArgValidator (class in tfsnippet.utils)
TensorSpec (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)
TIME_METRIC_STATS_PRINTED (tfsnippet.EventKeys attribute)
TIME_METRICS_COLLECTED (tfsnippet.EventKeys 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_op (tfsnippet.LossTrainer attribute)
(tfsnippet.Trainer attribute)
Trainer (class in tfsnippet)
training (tfsnippet.VariationalInference attribute)
TrainLoop (class in 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.InvertibleActivation method)
(tfsnippet.layers.InvertibleActivationFlow method)
(tfsnippet.layers.InvertibleConv2d method)
(tfsnippet.layers.InvertibleDense method)
(tfsnippet.layers.LeakyReLU 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.ops)
transpose_conv2d_channels_last_to_x() (in module tfsnippet.ops)
transpose_conv2d_channels_x_to_last() (in module tfsnippet.ops)
triangular() (tfsnippet.utils.VarScopeRandomState method)
type (tfsnippet.ConfigField attribute)
(tfsnippet.utils.ConfigField attribute)
U
unflatten_from_ndims() (in module tfsnippet.ops)
Uniform (class in tfsnippet)
uniform() (tfsnippet.utils.VarScopeRandomState method)
UniformNoiseSampler (class in tfsnippet.preprocessing)
update() (tfsnippet.Config 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)
(tfsnippet.utils.TensorSpec 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)
Validator (class in tfsnippet)
value_ndims (tfsnippet.BatchToValueDistribution attribute)
(tfsnippet.Bernoulli attribute)
(tfsnippet.Categorical attribute)
(tfsnippet.Concrete attribute)
(tfsnippet.DiscretizedLogistic attribute)
(tfsnippet.Distribution attribute)
(tfsnippet.ExpConcrete attribute)
(tfsnippet.FlowDistribution attribute)
(tfsnippet.Mixture attribute)
(tfsnippet.Normal attribute)
(tfsnippet.OnehotCategorical attribute)
(tfsnippet.Uniform attribute)
(tfsnippet.layers.ActNorm attribute)
(tfsnippet.layers.CouplingLayer attribute)
(tfsnippet.layers.FeatureMappingFlow attribute)
(tfsnippet.layers.FeatureShufflingFlow attribute)
(tfsnippet.layers.InvertibleActivationFlow attribute)
(tfsnippet.layers.InvertibleConv2d attribute)
(tfsnippet.layers.InvertibleDense attribute)
(tfsnippet.layers.PlanarNormalizingFlow attribute)
(tfsnippet.utils.InputSpec attribute)
(tfsnippet.utils.ParamSpec attribute)
(tfsnippet.utils.TensorSpec attribute)
value_shape (tfsnippet.utils.InputSpec attribute)
(tfsnippet.utils.ParamSpec attribute)
(tfsnippet.utils.TensorSpec attribute)
var (tfsnippet.utils.StatisticsCollector attribute)
var_groups (tfsnippet.TrainLoop attribute)
variable (tfsnippet.AnnealingVariable attribute)
(tfsnippet.ScheduledVariable attribute)
variable_scope (tfsnippet.CheckpointSaver attribute)
(tfsnippet.InvertibleMatrix attribute)
(tfsnippet.VarScopeObject attribute)
(tfsnippet.layers.ActNorm 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.InvertibleActivationFlow 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)
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)
vertical (tfsnippet.layers.PixelCNN2DOutput attribute)
vi (tfsnippet.VariationalChain attribute)
vimco() (tfsnippet.VariationalTrainingObjectives method)
vimco_estimator() (in module tfsnippet)
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)
within_epoch (tfsnippet.TrainLoop attribute)
within_step (tfsnippet.TrainLoop 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.InvertibleActivationFlow 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.InvertibleActivationFlow 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)
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