Index
_
|
A
|
B
|
C
|
D
|
E
|
F
|
G
|
H
|
I
|
L
|
M
|
N
|
O
|
P
|
Q
|
R
|
S
|
T
|
U
|
V
|
W
|
X
|
Z
_
__call__() (tfsnippet.dataflow.DataMapper method)
(tfsnippet.distributions.DistributionFactory method)
(tfsnippet.modules.Module method)
__contains__() (tfsnippet.bayes.BayesianNet method)
__enter__() (tfsnippet.utils.AutoInitAndCloseable method)
__exit__() (tfsnippet.utils.AutoInitAndCloseable method)
__getitem__() (tfsnippet.bayes.BayesianNet method)
__init__() (tfsnippet.applications.InceptionV3 method)
(tfsnippet.bayes.BayesianNet method)
(tfsnippet.dataflow.ArrayFlow method)
(tfsnippet.dataflow.ExtraInfoDataFlow method)
(tfsnippet.dataflow.GatherFlow method)
(tfsnippet.dataflow.IteratorFactoryFlow method)
(tfsnippet.dataflow.MapperFlow method)
(tfsnippet.dataflow.SeqFlow method)
(tfsnippet.dataflow.SlidingWindow method)
(tfsnippet.dataflow.ThreadingFlow method)
(tfsnippet.distributions.Bernoulli method)
(tfsnippet.distributions.Categorical method)
(tfsnippet.distributions.Concrete method)
(tfsnippet.distributions.DistributionFactory method)
(tfsnippet.distributions.ExpConcrete method)
(tfsnippet.distributions.Normal method)
(tfsnippet.distributions.OnehotCategorical method)
(tfsnippet.distributions.Uniform method)
(tfsnippet.flows.Flow method)
(tfsnippet.flows.FlowDistribution method)
(tfsnippet.flows.MultiLayerFlow method)
(tfsnippet.flows.PlanarNormalizingFlow method)
(tfsnippet.flows.SequentialFlow method)
(tfsnippet.modules.DictMapper method)
(tfsnippet.modules.Lambda method)
(tfsnippet.modules.ListMapper method)
(tfsnippet.modules.Sequential method)
(tfsnippet.modules.VAE method)
(tfsnippet.preprocessing.BernoulliSampler method)
(tfsnippet.preprocessing.UniformNoiseSampler method)
(tfsnippet.scaffold.EarlyStopping method)
(tfsnippet.scaffold.MetricLogger method)
(tfsnippet.scaffold.TrainLoop method)
(tfsnippet.stochastic.StochasticTensor method)
(tfsnippet.trainer.AnnealingDynamicValue method)
(tfsnippet.trainer.BaseTrainer method)
(tfsnippet.trainer.Evaluator method)
(tfsnippet.trainer.HookEntry method)
(tfsnippet.trainer.HookList method)
(tfsnippet.trainer.LossTrainer method)
(tfsnippet.trainer.SimpleDynamicValue method)
(tfsnippet.trainer.Trainer method)
(tfsnippet.utils.CacheDir method)
(tfsnippet.utils.ETA method)
(tfsnippet.utils.Extractor method)
(tfsnippet.utils.StatisticsCollector method)
(tfsnippet.utils.TensorArgValidator method)
(tfsnippet.utils.VarScopeObject method)
(tfsnippet.utils.VariableSaver method)
(tfsnippet.variational.VariationalChain method)
(tfsnippet.variational.VariationalEvaluation method)
(tfsnippet.variational.VariationalInference method)
(tfsnippet.variational.VariationalLowerBounds method)
(tfsnippet.variational.VariationalTrainingObjectives method)
__iter__() (tfsnippet.bayes.BayesianNet method)
(tfsnippet.dataflow.DataFlow method)
__repr__() (tfsnippet.utils.VarScopeObject method)
_check_usage_and_set_used() (tfsnippet.utils.Disposable method)
_close() (tfsnippet.utils.AutoInitAndCloseable method)
_create_layer_params() (tfsnippet.flows.MultiLayerFlow method)
(tfsnippet.flows.PlanarNormalizingFlow method)
(tfsnippet.flows.SequentialFlow method)
_enter() (tfsnippet.utils.NoReentrantContext method)
_exit() (tfsnippet.utils.NoReentrantContext method)
_forward() (tfsnippet.modules.DictMapper method)
(tfsnippet.modules.Lambda method)
(tfsnippet.modules.ListMapper method)
(tfsnippet.modules.Module method)
(tfsnippet.modules.Sequential method)
(tfsnippet.modules.VAE method)
_init() (tfsnippet.utils.AutoInitAndCloseable method)
_iter_steps() (tfsnippet.trainer.BaseTrainer method)
(tfsnippet.trainer.Trainer method)
_minibatch_iterator() (tfsnippet.dataflow.DataFlow method)
_require_entered() (tfsnippet.utils.NoReentrantContext method)
_run_step() (tfsnippet.trainer.BaseTrainer method)
(tfsnippet.trainer.Trainer method)
_transform() (tfsnippet.dataflow.DataMapper method)
(tfsnippet.dataflow.SlidingWindow method)
(tfsnippet.preprocessing.BaseSampler method)
A
add() (tfsnippet.bayes.BayesianNet method)
add_hook() (tfsnippet.trainer.HookList method)
add_summary() (tfsnippet.scaffold.TrainLoop method)
after_epochs (tfsnippet.trainer.BaseTrainer attribute)
after_run (tfsnippet.trainer.Evaluator attribute)
after_steps (tfsnippet.trainer.BaseTrainer attribute)
anneal() (tfsnippet.trainer.AnnealingDynamicValue method)
anneal_after() (tfsnippet.trainer.BaseTrainer method)
anneal_after_epochs() (tfsnippet.trainer.BaseTrainer method)
anneal_after_steps() (tfsnippet.trainer.BaseTrainer method)
ANNEALING (tfsnippet.trainer.HookPriority attribute)
AnnealingDynamicValue (class in tfsnippet.trainer)
array_count (tfsnippet.dataflow.ExtraInfoDataFlow attribute)
array_indices (tfsnippet.dataflow.MapperFlow attribute)
ArrayFlow (class in tfsnippet.dataflow)
arrays() (tfsnippet.dataflow.DataFlow static method)
as_distribution() (in module tfsnippet.distributions)
as_flow() (tfsnippet.dataflow.SlidingWindow method)
auto_batch_weight() (in module tfsnippet.trainer)
auto_reuse_variables() (in module tfsnippet.utils)
AutoInitAndCloseable (class in tfsnippet.utils)
axis (tfsnippet.variational.VariationalInference attribute)
B
BaseSampler (class in tfsnippet.preprocessing)
BaseTrainer (class in tfsnippet.trainer)
batch_shape (tfsnippet.distributions.Distribution attribute)
(tfsnippet.flows.FlowDistribution attribute)
batch_size (tfsnippet.dataflow.ExtraInfoDataFlow attribute)
batch_weight_func (tfsnippet.trainer.Evaluator attribute)
BayesianNet (class in tfsnippet.bayes)
before_epochs (tfsnippet.trainer.BaseTrainer attribute)
before_run (tfsnippet.trainer.Evaluator attribute)
before_steps (tfsnippet.trainer.BaseTrainer attribute)
Bernoulli (class in tfsnippet.distributions)
BernoulliSampler (class in tfsnippet.preprocessing)
best_metric (tfsnippet.scaffold.EarlyStopping attribute)
best_valid_metric (tfsnippet.scaffold.TrainLoop attribute)
C
cache_root (tfsnippet.utils.CacheDir attribute)
CacheDir (class in tfsnippet.utils)
call_hooks() (tfsnippet.trainer.HookList method)
camel_to_underscore() (in module tfsnippet.utils)
Categorical (class in tfsnippet.distributions)
chain() (tfsnippet.bayes.BayesianNet method)
(tfsnippet.modules.VAE method)
cleanup() (tfsnippet.utils.TemporaryDirectory method)
clear() (tfsnippet.scaffold.MetricLogger method)
close() (tfsnippet.utils.AutoInitAndCloseable method)
(tfsnippet.utils.Extractor method)
collect() (tfsnippet.utils.StatisticsCollector method)
collect_metrics() (tfsnippet.scaffold.MetricLogger method)
(tfsnippet.scaffold.TrainLoop method)
Concrete (class in tfsnippet.distributions)
counter (tfsnippet.utils.StatisticsCollector attribute)
create_session() (in module tfsnippet.utils)
current_batch (tfsnippet.dataflow.DataFlow attribute)
D
data_array (tfsnippet.dataflow.SlidingWindow attribute)
data_flow (tfsnippet.trainer.Evaluator attribute)
(tfsnippet.trainer.Trainer attribute)
data_length (tfsnippet.dataflow.ExtraInfoDataFlow attribute)
data_shapes (tfsnippet.dataflow.ExtraInfoDataFlow attribute)
DataFlow (class in tfsnippet.dataflow)
DataMapper (class in tfsnippet.dataflow)
DEFAULT (tfsnippet.trainer.HookPriority attribute)
DefaultMetricFormatter (class in tfsnippet.scaffold)
DictMapper (class in tfsnippet.modules)
Discrete (in module tfsnippet.distributions)
Disposable (class in tfsnippet.utils)
DisposableContext (class in tfsnippet.utils)
Distribution (class in tfsnippet.distributions)
distribution (tfsnippet.flows.FlowDistribution attribute)
(tfsnippet.stochastic.StochasticTensor attribute)
DistributionFactory (class in tfsnippet.distributions)
DocInherit() (in module tfsnippet.utils)
download() (tfsnippet.utils.CacheDir method)
download_and_extract() (tfsnippet.utils.CacheDir method)
dtype (tfsnippet.distributions.Distribution attribute)
(tfsnippet.flows.Flow attribute)
(tfsnippet.flows.FlowDistribution attribute)
(tfsnippet.preprocessing.BernoulliSampler attribute)
(tfsnippet.preprocessing.UniformNoiseSampler attribute)
DynamicValue (class in tfsnippet.trainer)
E
early_stopping() (in module tfsnippet.scaffold)
EarlyStopping (class in tfsnippet.scaffold)
EarlyStoppingContext (in module tfsnippet.scaffold)
elbo() (tfsnippet.variational.VariationalLowerBounds method)
elbo_objective() (in module tfsnippet.variational)
ensure_variables_initialized() (in module tfsnippet.utils)
epoch (tfsnippet.scaffold.TrainLoop attribute)
EPOCH_END (tfsnippet.dataflow.ThreadingFlow attribute)
ETA (class in tfsnippet.utils)
evaluate_after() (tfsnippet.trainer.BaseTrainer method)
evaluate_after_epochs() (tfsnippet.trainer.BaseTrainer method)
evaluate_after_steps() (tfsnippet.trainer.BaseTrainer method)
EVALUATION (tfsnippet.trainer.HookPriority attribute)
evaluation (tfsnippet.variational.VariationalInference attribute)
Evaluator (class in tfsnippet.trainer)
ever_updated (tfsnippet.scaffold.EarlyStopping attribute)
ExpConcrete (class in tfsnippet.distributions)
explicitly_invertible (tfsnippet.flows.Flow attribute)
(tfsnippet.flows.PlanarNormalizingFlow attribute)
(tfsnippet.flows.SequentialFlow attribute)
extract_file() (tfsnippet.utils.CacheDir method)
Extractor (class in tfsnippet.utils)
ExtraInfoDataFlow (class in tfsnippet.dataflow)
F
factory() (tfsnippet.distributions.Distribution class method)
feed_dict (tfsnippet.trainer.Evaluator attribute)
(tfsnippet.trainer.Trainer attribute)
flatten() (in module tfsnippet.utils)
Flow (class in tfsnippet.flows)
flow (tfsnippet.flows.FlowDistribution attribute)
FlowDistribution (class in tfsnippet.flows)
flows (tfsnippet.dataflow.GatherFlow attribute)
(tfsnippet.flows.SequentialFlow attribute)
format_logs() (tfsnippet.scaffold.MetricLogger method)
format_metric() (tfsnippet.scaffold.DefaultMetricFormatter method)
(tfsnippet.scaffold.MetricFormatter method)
G
gather() (tfsnippet.dataflow.DataFlow static method)
GatherFlow (class in tfsnippet.dataflow)
get() (tfsnippet.bayes.BayesianNet method)
(tfsnippet.trainer.DynamicValue method)
(tfsnippet.trainer.SimpleDynamicValue method)
get_arrays() (tfsnippet.dataflow.DataFlow method)
get_batch_shape() (tfsnippet.distributions.Distribution method)
(tfsnippet.flows.FlowDistribution method)
get_batch_size() (in module tfsnippet.utils)
get_cache_root() (in module tfsnippet.utils)
get_default_session_or_error() (in module tfsnippet.utils)
get_eta() (tfsnippet.utils.ETA method)
get_labels() (tfsnippet.applications.InceptionV3 method)
get_latest_file() (tfsnippet.utils.VariableSaver method)
get_layer_params() (tfsnippet.flows.MultiLayerFlow method)
get_progress() (tfsnippet.scaffold.TrainLoop method)
get_training_loss() (tfsnippet.modules.VAE method)
get_training_objective() (tfsnippet.modules.VAE method)
get_uninitialized_variables() (in module tfsnippet.utils)
get_valid_scope_name() (in module tfsnippet.utils)
get_value_shape() (tfsnippet.distributions.Distribution method)
(tfsnippet.flows.FlowDistribution method)
get_variables_as_dict() (in module tfsnippet.utils)
(tfsnippet.utils.VarScopeObject method)
global_reuse() (in module tfsnippet.utils)
group_ndims (tfsnippet.stochastic.StochasticTensor attribute)
H
h_for_p_x (tfsnippet.modules.VAE attribute)
h_for_q_z (tfsnippet.modules.VAE attribute)
has_value (tfsnippet.utils.StatisticsCollector attribute)
hook_lists (tfsnippet.trainer.BaseTrainer attribute)
HookEntry (class in tfsnippet.trainer)
HookList (class in tfsnippet.trainer)
HookPriority (class in tfsnippet.trainer)
humanize_duration() (in module tfsnippet.utils)
I
importance_sampling_log_likelihood() (in module tfsnippet.variational)
(tfsnippet.variational.VariationalEvaluation method)
importance_weighted_objective() (tfsnippet.variational.VariationalLowerBounds method)
inception_score() (in module tfsnippet.mathops)
(tfsnippet.applications.InceptionV3 method)
InceptionV3 (class in tfsnippet.applications)
init() (tfsnippet.utils.AutoInitAndCloseable method)
inputs (tfsnippet.trainer.Evaluator attribute)
(tfsnippet.trainer.Trainer attribute)
instance_reuse() (in module tfsnippet.utils)
int_shape() (in module tfsnippet.utils)
inverse_transform() (tfsnippet.flows.Flow method)
is_continuous (tfsnippet.distributions.Distribution attribute)
(tfsnippet.flows.FlowDistribution attribute)
(tfsnippet.stochastic.StochasticTensor attribute)
is_float() (in module tfsnippet.utils)
is_integer() (in module tfsnippet.utils)
is_loglikelihood() (tfsnippet.variational.VariationalEvaluation method)
is_reparameterized (tfsnippet.distributions.Distribution attribute)
(tfsnippet.flows.FlowDistribution attribute)
(tfsnippet.modules.VAE attribute)
(tfsnippet.stochastic.StochasticTensor attribute)
is_shuffled (tfsnippet.dataflow.ExtraInfoDataFlow attribute)
is_tensor_object() (in module tfsnippet.utils)
is_tensorflow_version_higher_or_equal() (in module tfsnippet.utils)
iter_epochs() (tfsnippet.scaffold.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.scaffold.TrainLoop method)
iterator_factory() (tfsnippet.dataflow.DataFlow static method)
IteratorFactoryFlow (class in tfsnippet.dataflow)
iwae() (tfsnippet.variational.VariationalTrainingObjectives method)
iwae_estimator() (in module tfsnippet.variational)
L
Lambda (class in tfsnippet.modules)
last_metrics_dict (tfsnippet.trainer.Evaluator attribute)
latent_axis (tfsnippet.variational.VariationalChain attribute)
latent_log_prob (tfsnippet.variational.VariationalInference attribute)
latent_log_probs (tfsnippet.variational.VariationalInference attribute)
latent_names (tfsnippet.variational.VariationalChain attribute)
ListMapper (class in tfsnippet.modules)
local_log_prob() (tfsnippet.bayes.BayesianNet method)
local_log_probs() (tfsnippet.bayes.BayesianNet method)
log_after() (tfsnippet.trainer.BaseTrainer method)
log_after_epochs() (tfsnippet.trainer.BaseTrainer method)
log_after_steps() (tfsnippet.trainer.BaseTrainer method)
log_joint (tfsnippet.variational.VariationalChain attribute)
(tfsnippet.variational.VariationalInference attribute)
log_mean_exp() (in module tfsnippet.mathops)
log_prob() (tfsnippet.distributions.Distribution method)
(tfsnippet.flows.FlowDistribution method)
(tfsnippet.stochastic.StochasticTensor method)
log_softmax() (in module tfsnippet.mathops)
log_sum_exp() (in module tfsnippet.mathops)
LOGGING (tfsnippet.trainer.HookPriority attribute)
logits (tfsnippet.distributions.Bernoulli attribute)
(tfsnippet.distributions.Categorical attribute)
(tfsnippet.distributions.Concrete attribute)
(tfsnippet.distributions.ExpConcrete attribute)
(tfsnippet.distributions.OnehotCategorical attribute)
logstd (tfsnippet.distributions.Normal attribute)
loop (tfsnippet.trainer.BaseTrainer attribute)
(tfsnippet.trainer.Evaluator attribute)
loss (tfsnippet.trainer.LossTrainer attribute)
LossTrainer (class in tfsnippet.trainer)
lower_bound (tfsnippet.variational.VariationalInference attribute)
M
makedirs() (in module tfsnippet.utils)
map() (tfsnippet.dataflow.DataFlow method)
MapperFlow (class in tfsnippet.dataflow)
max_epoch (tfsnippet.scaffold.TrainLoop attribute)
max_step (tfsnippet.scaffold.TrainLoop attribute)
maxval (tfsnippet.distributions.Uniform attribute)
(tfsnippet.preprocessing.UniformNoiseSampler attribute)
maybe_call() (tfsnippet.trainer.HookEntry method)
maybe_close() (in module tfsnippet.utils)
mean (tfsnippet.distributions.Normal attribute)
(tfsnippet.utils.StatisticsCollector attribute)
merge_feed_dict() (in module tfsnippet.trainer)
metric_collector() (tfsnippet.scaffold.TrainLoop method)
metric_name (tfsnippet.trainer.LossTrainer attribute)
METRIC_ORDERS (tfsnippet.scaffold.DefaultMetricFormatter attribute)
MetricFormatter (class in tfsnippet.scaffold)
MetricLogger (class in tfsnippet.scaffold)
metrics (tfsnippet.trainer.Evaluator attribute)
(tfsnippet.trainer.Trainer attribute)
minibatch_slices_iterator() (in module tfsnippet.utils)
minval (tfsnippet.distributions.Uniform attribute)
(tfsnippet.preprocessing.UniformNoiseSampler attribute)
model (tfsnippet.variational.VariationalChain attribute)
model() (tfsnippet.modules.VAE method)
Module (class in tfsnippet.modules)
monte_carlo_objective() (in module tfsnippet.variational)
(tfsnippet.variational.VariationalLowerBounds method)
MultiLayerFlow (class in tfsnippet.flows)
N
n_categories (tfsnippet.distributions.Categorical attribute)
(tfsnippet.distributions.Concrete attribute)
(tfsnippet.distributions.ExpConcrete attribute)
(tfsnippet.distributions.OnehotCategorical attribute)
N_CLASSES (tfsnippet.applications.InceptionV3 attribute)
n_layers (tfsnippet.flows.MultiLayerFlow attribute)
n_samples (tfsnippet.stochastic.StochasticTensor attribute)
n_units (tfsnippet.flows.PlanarNormalizingFlow attribute)
name (tfsnippet.utils.CacheDir attribute)
(tfsnippet.utils.VarScopeObject attribute)
next_batch() (tfsnippet.dataflow.DataFlow method)
NoReentrantContext (class in tfsnippet.utils)
Normal (class in tfsnippet.distributions)
O
observed (tfsnippet.bayes.BayesianNet attribute)
OnehotCategorical (class in tfsnippet.distributions)
open() (tfsnippet.utils.Extractor static method)
output() (tfsnippet.bayes.BayesianNet method)
outputs() (tfsnippet.bayes.BayesianNet method)
P
p_x_given_z (tfsnippet.modules.VAE attribute)
p_z (tfsnippet.modules.VAE attribute)
param_vars (tfsnippet.scaffold.TrainLoop attribute)
path (tfsnippet.utils.CacheDir attribute)
PlanarNormalizingFlow (class in tfsnippet.flows)
predict() (tfsnippet.applications.InceptionV3 method)
predict_log_proba() (tfsnippet.applications.InceptionV3 method)
predict_logits() (tfsnippet.applications.InceptionV3 method)
predict_proba() (tfsnippet.applications.InceptionV3 method)
prefetch_num (tfsnippet.dataflow.ThreadingFlow attribute)
print_logs() (tfsnippet.scaffold.TrainLoop method)
print_training_summary() (tfsnippet.scaffold.TrainLoop method)
println() (tfsnippet.scaffold.TrainLoop method)
prob() (tfsnippet.distributions.Distribution method)
(tfsnippet.stochastic.StochasticTensor method)
purge_all() (tfsnippet.utils.CacheDir method)
Q
q_z_given_x (tfsnippet.modules.VAE attribute)
query() (tfsnippet.bayes.BayesianNet method)
R
RarExtractor (class in tfsnippet.utils)
reconstruct() (tfsnippet.modules.VAE method)
reduce_group_ndims() (in module tfsnippet.distributions)
register_tensor_wrapper_class() (in module tfsnippet.utils)
reinforce() (tfsnippet.variational.VariationalTrainingObjectives method)
remove() (tfsnippet.trainer.HookList method)
remove_all() (tfsnippet.trainer.HookList method)
remove_annealing_hooks() (tfsnippet.trainer.BaseTrainer method)
remove_by_priority() (tfsnippet.trainer.BaseTrainer method)
(tfsnippet.trainer.HookList method)
remove_evaluation_hooks() (tfsnippet.trainer.BaseTrainer method)
remove_if() (tfsnippet.trainer.HookList method)
remove_log_hooks() (tfsnippet.trainer.BaseTrainer method)
remove_validation_hooks() (tfsnippet.trainer.BaseTrainer method)
reopen_variable_scope() (in module tfsnippet.utils)
require_int32() (tfsnippet.utils.TensorArgValidator method)
require_non_negative() (tfsnippet.utils.TensorArgValidator method)
require_positive() (tfsnippet.utils.TensorArgValidator method)
reset() (tfsnippet.trainer.HookList method)
(tfsnippet.utils.StatisticsCollector method)
reset_counter() (tfsnippet.trainer.HookEntry method)
resolve() (tfsnippet.utils.CacheDir method)
resolve_feed_dict() (in module tfsnippet.trainer)
restore() (tfsnippet.utils.VariableSaver method)
root_variable_scope() (in module tfsnippet.utils)
run() (tfsnippet.trainer.BaseTrainer method)
(tfsnippet.trainer.Evaluator method)
(tfsnippet.trainer.LossTrainer method)
rws_wake() (tfsnippet.variational.VariationalTrainingObjectives method)
S
sample() (tfsnippet.distributions.Distribution method)
(tfsnippet.flows.FlowDistribution method)
(tfsnippet.preprocessing.BaseSampler method)
(tfsnippet.preprocessing.BernoulliSampler method)
(tfsnippet.preprocessing.UniformNoiseSampler method)
save() (tfsnippet.utils.VariableSaver method)
select() (tfsnippet.dataflow.DataFlow method)
seq() (tfsnippet.dataflow.DataFlow static method)
SeqFlow (class in tfsnippet.dataflow)
Sequential (class in tfsnippet.modules)
SequentialFlow (class in tfsnippet.flows)
set() (tfsnippet.trainer.SimpleDynamicValue method)
set_cache_root() (in module tfsnippet.utils)
sgvb() (tfsnippet.variational.VariationalTrainingObjectives method)
sgvb_estimator() (in module tfsnippet.variational)
shape (tfsnippet.utils.StatisticsCollector attribute)
SimpleDynamicValue (class in tfsnippet.trainer)
skip_incomplete (tfsnippet.dataflow.ExtraInfoDataFlow attribute)
SlidingWindow (class in tfsnippet.dataflow)
softmax() (in module tfsnippet.mathops)
softmax_logits_kld() (in module tfsnippet.mathops)
softmax_probs_kld() (in module tfsnippet.mathops)
sort_key() (tfsnippet.trainer.HookEntry method)
sort_metrics() (tfsnippet.scaffold.DefaultMetricFormatter method)
(tfsnippet.scaffold.MetricFormatter method)
source (tfsnippet.dataflow.MapperFlow attribute)
(tfsnippet.dataflow.ThreadingFlow attribute)
split_numpy_array() (in module tfsnippet.utils)
split_numpy_arrays() (in module tfsnippet.utils)
square (tfsnippet.utils.StatisticsCollector attribute)
start (tfsnippet.dataflow.SeqFlow attribute)
StatisticsCollector (class in tfsnippet.utils)
std (tfsnippet.distributions.Normal attribute)
stddev (tfsnippet.utils.StatisticsCollector attribute)
step (tfsnippet.dataflow.SeqFlow attribute)
(tfsnippet.scaffold.TrainLoop attribute)
StochasticTensor (class in tfsnippet.stochastic)
stop (tfsnippet.dataflow.SeqFlow attribute)
summarize_variables() (in module tfsnippet.scaffold)
summary_metric_prefix (tfsnippet.scaffold.TrainLoop attribute)
summary_writer (tfsnippet.scaffold.TrainLoop attribute)
T
take_snapshot() (tfsnippet.utils.ETA method)
TarExtractor (class in tfsnippet.utils)
temperature (tfsnippet.distributions.Concrete attribute)
(tfsnippet.distributions.ExpConcrete attribute)
TemporaryDirectory (class in tfsnippet.utils)
tensor (tfsnippet.stochastic.StochasticTensor attribute)
(tfsnippet.utils.TensorWrapper attribute)
TensorArgValidator (class in tfsnippet.utils)
TensorWrapper (class in tfsnippet.utils)
tfsnippet.applications (module)
tfsnippet.bayes (module)
tfsnippet.dataflow (module)
tfsnippet.distributions (module)
tfsnippet.evaluation (module)
tfsnippet.examples (module)
tfsnippet.flows (module)
tfsnippet.mathops (module)
tfsnippet.modules (module)
tfsnippet.preprocessing (module)
tfsnippet.scaffold (module)
tfsnippet.stochastic (module)
tfsnippet.trainer (module)
tfsnippet.utils (module)
tfsnippet.variational (module)
the_arrays (tfsnippet.dataflow.ArrayFlow attribute)
threaded() (tfsnippet.dataflow.DataFlow method)
ThreadingFlow (class in tfsnippet.dataflow)
time_metric_name (tfsnippet.trainer.Evaluator attribute)
timeit() (tfsnippet.scaffold.TrainLoop method)
to_arrays_flow() (tfsnippet.dataflow.DataFlow method)
train_loop() (in module tfsnippet.scaffold)
train_op (tfsnippet.trainer.Trainer attribute)
Trainer (class in tfsnippet.trainer)
training (tfsnippet.variational.VariationalInference attribute)
TrainLoop (class in tfsnippet.scaffold)
TrainLoopContext (in module tfsnippet.scaffold)
transform() (tfsnippet.flows.Flow method)
U
unflatten() (in module tfsnippet.utils)
Uniform (class in tfsnippet.distributions)
UniformNoiseSampler (class in tfsnippet.preprocessing)
update() (tfsnippet.scaffold.EarlyStopping method)
use_early_stopping (tfsnippet.scaffold.TrainLoop attribute)
V
VAE (class in tfsnippet.modules)
valid_metric_name (tfsnippet.scaffold.TrainLoop attribute)
valid_metric_smaller_is_better (tfsnippet.scaffold.TrainLoop attribute)
validate_after() (tfsnippet.trainer.BaseTrainer method)
validate_after_epochs() (tfsnippet.trainer.BaseTrainer method)
validate_after_steps() (tfsnippet.trainer.BaseTrainer method)
validate_distribution_factory() (in module tfsnippet.modules)
validate_group_ndims() (in module tfsnippet.distributions)
validate_n_samples() (in module tfsnippet.stochastic)
VALIDATION (tfsnippet.trainer.HookPriority attribute)
Validator (class in tfsnippet.trainer)
value_shape (tfsnippet.distributions.Distribution attribute)
(tfsnippet.flows.FlowDistribution attribute)
var (tfsnippet.utils.StatisticsCollector attribute)
var_groups (tfsnippet.scaffold.TrainLoop attribute)
variable_scope (tfsnippet.utils.VarScopeObject attribute)
VariableSaver (class in tfsnippet.utils)
variational (tfsnippet.variational.VariationalChain attribute)
variational() (tfsnippet.modules.VAE method)
variational_chain() (tfsnippet.bayes.BayesianNet method)
VariationalChain (class in tfsnippet.variational)
VariationalEvaluation (class in tfsnippet.variational)
VariationalInference (class in tfsnippet.variational)
VariationalLowerBounds (class in tfsnippet.variational)
VariationalTrainingObjectives (class in tfsnippet.variational)
VarScopeObject (class in tfsnippet.utils)
vi (tfsnippet.variational.VariationalChain attribute)
vimco() (tfsnippet.variational.VariationalTrainingObjectives method)
W
weight_sum (tfsnippet.utils.StatisticsCollector attribute)
window_size (tfsnippet.dataflow.SlidingWindow attribute)
X
x_group_ndims (tfsnippet.modules.VAE attribute)
Z
z_group_ndims (tfsnippet.modules.VAE attribute)
ZipExtractor (class in tfsnippet.utils)
zs_elbo() (tfsnippet.variational.VariationalInference method)
zs_importance_weighted_objective() (tfsnippet.variational.VariationalInference method)
zs_klpq() (tfsnippet.variational.VariationalInference method)
zs_objective() (tfsnippet.variational.VariationalInference method)
TFSnippet
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tfsnippet.applications
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tfsnippet.dataflow
tfsnippet.distributions
tfsnippet.evaluation
tfsnippet.examples
tfsnippet.flows
tfsnippet.mathops
tfsnippet.modules
tfsnippet.preprocessing
tfsnippet.scaffold
tfsnippet.stochastic
tfsnippet.trainer
tfsnippet.utils
tfsnippet.variational
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