Index

_

__init__() (edflow.applications.tf_perceptual_loss.VGG19Features method) (edflow.custom_logging.ColorLineFormatter method) (edflow.data.agnostics.concatenated.DisjunctExampleConcatenatedDataset method) (edflow.data.agnostics.concatenated.ExampleConcatenatedDataset method) (edflow.data.agnostics.csv_dset.CsvDataset method) (edflow.data.agnostics.late_loading.LateLoadingDataset method) (edflow.data.believers.meta.MetaDataset method) (edflow.data.believers.meta_view.MetaViewDataset method) (edflow.data.believers.sequence.SequenceDataset method) (edflow.data.believers.sequence.UnSequenceDataset method) (edflow.data.dataset_mixin.ConcatenatedDataset method) (edflow.data.dataset_mixin.SubDataset method) (edflow.data.processing.labels.ExtraLabelsDataset method) (edflow.data.processing.labels.LabelDataset method) (edflow.data.processing.processed.ProcessedDataset method) (edflow.data.util.cached_dset.CachedDataset method) (edflow.data.util.cached_dset.ExamplesFolder method) (edflow.data.util.cached_dset.PathCachedDataset method) (edflow.data.util.util_dsets.DataFolder method) (edflow.data.util.util_dsets.RandomlyJoinedDataset method) (edflow.datasets.celeba.CelebA method) (edflow.datasets.cifar.CIFAR10 method) (edflow.datasets.fashionmnist.FashionMNIST method) (edflow.datasets.mnist.MNIST method) (edflow.debug.ConfigDebugDataset method) (edflow.debug.DebugDataset method) (edflow.debug.DebugIterator method) (edflow.debug.DebugModel method) (edflow.edsetup_files.dataset.Dataset method) (edflow.edsetup_files.iterator.Iterator method) (edflow.edsetup_files.model.Model method) (edflow.eval.pipeline.EvalHook method) (edflow.eval.pipeline.TemplateEvalHook method) (edflow.hooks.checkpoint_hooks.common.CollectorHook method) (edflow.hooks.checkpoint_hooks.common.KeepBestCheckpoints method) (edflow.hooks.checkpoint_hooks.common.StoreArraysHook method) (edflow.hooks.checkpoint_hooks.common.WaitForCheckpointHook method) (edflow.hooks.checkpoint_hooks.lambda_checkpoint_hook.LambdaCheckpointHook method) (edflow.hooks.checkpoint_hooks.tf_checkpoint_hook.CheckpointHook method) (edflow.hooks.checkpoint_hooks.tf_checkpoint_hook.RestoreModelHook method) (edflow.hooks.checkpoint_hooks.tf_checkpoint_hook.RetrainHook method) (edflow.hooks.checkpoint_hooks.tf_checkpoint_hook.WaitForManager method) (edflow.hooks.checkpoint_hooks.torch_checkpoint_hook.RestorePytorchModelHook method) (edflow.hooks.logging_hooks.minimal_logging_hook.LoggingHook method) (edflow.hooks.logging_hooks.tf_logging_hook.ImageOverviewHook method) (edflow.hooks.logging_hooks.tf_logging_hook.LoggingHook method) (edflow.hooks.metric_hooks.tf_metric_hook.MetricHook method) (edflow.hooks.pytorch_hooks.PyCheckpointHook method) (edflow.hooks.pytorch_hooks.PyLoggingHook method) (edflow.hooks.pytorch_hooks.ToFromTorchHook method) (edflow.hooks.pytorch_hooks.ToTorchHook method) (edflow.hooks.runtime_input.RuntimeInputHook method) (edflow.hooks.util_hooks.ExpandHook method) (edflow.hooks.util_hooks.IntervalHook method) (edflow.iterators.model_iterator.PyHookedModelIterator method) (edflow.iterators.template_iterator.TemplateIterator method) (edflow.iterators.tf_evaluator.TFBaseEvaluator method) (edflow.iterators.tf_trainer.TFBaseTrainer method) (edflow.iterators.tf_trainer.TFMultiStageModel method) (edflow.iterators.tf_trainer.TFMultiStageTrainer method) (edflow.iterators.torch_iterator.TorchHookedModelIterator method) (edflow.util.util.KeyNotFoundError method) (edflow.util.util.NoModel method) (edflow.util.util.Printer method) (edflow.util.util.TablePrinter method)

A

add_im_info() (in module edflow.data.util) add_meta_data() (in module edflow.eval.pipeline) adjust_support() (in module edflow.data.util) after_epoch() (edflow.eval.pipeline.EvalHook method) (edflow.eval.pipeline.TemplateEvalHook method) (edflow.hooks.checkpoint_hooks.common.KeepBestCheckpoints method) (edflow.hooks.checkpoint_hooks.common.StoreArraysHook method) (edflow.hooks.checkpoint_hooks.lambda_checkpoint_hook.LambdaCheckpointHook method) (edflow.hooks.checkpoint_hooks.tf_checkpoint_hook.CheckpointHook method) (edflow.hooks.hook.Hook method) (edflow.hooks.metric_hooks.tf_metric_hook.MetricHook method) (edflow.hooks.pytorch_hooks.PyCheckpointHook method) (edflow.hooks.util_hooks.IntervalHook method) after_step() (edflow.eval.pipeline.EvalHook method) (edflow.eval.pipeline.TemplateEvalHook method) (edflow.hooks.checkpoint_hooks.common.CollectorHook method) (edflow.hooks.checkpoint_hooks.lambda_checkpoint_hook.LambdaCheckpointHook method) (edflow.hooks.checkpoint_hooks.tf_checkpoint_hook.CheckpointHook method) (edflow.hooks.checkpoint_hooks.tf_checkpoint_hook.RetrainHook method) (edflow.hooks.hook.Hook method) (edflow.hooks.logging_hooks.minimal_logging_hook.LoggingHook method) (edflow.hooks.logging_hooks.tf_logging_hook.ImageOverviewHook method) (edflow.hooks.logging_hooks.tf_logging_hook.LoggingHook method) (edflow.hooks.metric_hooks.tf_metric_hook.MetricHook method) (edflow.hooks.pytorch_hooks.DataPrepHook method) (edflow.hooks.pytorch_hooks.PyCheckpointHook method) (edflow.hooks.pytorch_hooks.PyLoggingHook method) (edflow.hooks.pytorch_hooks.ToNumpyHook method) (edflow.hooks.util_hooks.ExpandHook method) (edflow.hooks.util_hooks.IntervalHook method)

append_labels() (edflow.data.dataset_mixin.DatasetMixin property) apply_callbacks() (in module edflow.eval.pipeline) at_exception() (edflow.eval.pipeline.EvalHook method) (edflow.eval.pipeline.TemplateEvalHook method) (edflow.hooks.checkpoint_hooks.lambda_checkpoint_hook.LambdaCheckpointHook method) (edflow.hooks.checkpoint_hooks.tf_checkpoint_hook.CheckpointHook method) (edflow.hooks.hook.Hook method) (edflow.hooks.pytorch_hooks.PyCheckpointHook method)

B

batch_to_canvas() (in module edflow.iterators.batches) before_epoch() (edflow.eval.pipeline.EvalHook method) (edflow.eval.pipeline.TemplateEvalHook method) (edflow.hooks.checkpoint_hooks.common.WaitForCheckpointHook method) (edflow.hooks.checkpoint_hooks.lambda_checkpoint_hook.LambdaCheckpointHook method) (edflow.hooks.checkpoint_hooks.tf_checkpoint_hook.CheckpointHook method) (edflow.hooks.checkpoint_hooks.tf_checkpoint_hook.RestoreCurrentCheckpointHook method) (edflow.hooks.checkpoint_hooks.tf_checkpoint_hook.RestoreModelHook method) (edflow.hooks.checkpoint_hooks.tf_checkpoint_hook.RetrainHook method) (edflow.hooks.checkpoint_hooks.tf_checkpoint_hook.WaitForManager method) (edflow.hooks.checkpoint_hooks.torch_checkpoint_hook.RestorePytorchModelHook method) (edflow.hooks.hook.Hook method) (edflow.hooks.logging_hooks.tf_logging_hook.LoggingHook method) (edflow.hooks.metric_hooks.tf_metric_hook.MetricHook method) (edflow.hooks.pytorch_hooks.PyCheckpointHook method) (edflow.hooks.util_hooks.IntervalHook method)

before_step() (edflow.eval.pipeline.EvalHook method) (edflow.eval.pipeline.TemplateEvalHook method) (edflow.hooks.checkpoint_hooks.tf_checkpoint_hook.RetrainHook method) (edflow.hooks.hook.Hook method) (edflow.hooks.logging_hooks.tf_logging_hook.LoggingHook method) (edflow.hooks.metric_hooks.tf_metric_hook.MetricHook method) (edflow.hooks.pytorch_hooks.DataPrepHook method) (edflow.hooks.pytorch_hooks.PyLoggingHook method) (edflow.hooks.pytorch_hooks.ToTorchHook method) (edflow.hooks.runtime_input.RuntimeInputHook method) (edflow.hooks.util_hooks.IntervalHook method)

C

cachable() (in module edflow.data.util.cached_dset) cache_dataset() (edflow.data.util.cached_dset.CachedDataset method) cached_function() (in module edflow.util.util) CachedDataset (class in edflow.data.util.cached_dset) cart2polar() (in module edflow.data.util) category() (in module edflow.data.believers.meta_loaders) cbargs2cbdict() (in module edflow.eval.pipeline) CelebA (class in edflow.datasets.celeba) CelebATest (class in edflow.datasets.celeba) CelebATrain (class in edflow.datasets.celeba) CelebAVal (class in edflow.datasets.celeba) CheckpointHook (class in edflow.hooks.checkpoint_hooks.tf_checkpoint_hook) checkpoints (edflow.custom_logging.run attribute) CIFAR10 (class in edflow.datasets.cifar) CIFAR10Test (class in edflow.datasets.cifar) CIFAR10Train (class in edflow.datasets.cifar)

clean_keys() (in module edflow.data.believers.meta) clip_to_support() (in module edflow.data.util) code (edflow.custom_logging.run attribute) code_root (edflow.custom_logging.run attribute) CollectorHook (class in edflow.hooks.checkpoint_hooks.common) ColorLineFormatter (class in edflow.custom_logging) ConcatenatedDataset (class in edflow.data.dataset_mixin) config2cbdict() (in module edflow.eval.pipeline) ConfigDebugDataset (class in edflow.debug) configs (edflow.custom_logging.run attribute) contains_key() (in module edflow.util.util) create_train_op() (edflow.iterators.tf_trainer.TFBaseTrainer method) (edflow.iterators.tf_trainer.TFFrequencyTrainer method) (edflow.iterators.tf_trainer.TFListTrainer method) (edflow.iterators.tf_trainer.TFMultiStageTrainer method) CsvDataset (class in edflow.data.agnostics.csv_dset) custom_visualizations() (in module edflow.explore)

D

DataFolder (class in edflow.data.util.util_dsets) DataPrepHook (class in edflow.hooks.pytorch_hooks) Dataset (class in edflow.edsetup_files.dataset) DatasetMixin (class in edflow.data.dataset_mixin) debug_step_op() (in module edflow.debug) DebugDataset (class in edflow.debug) DebugIterator (class in edflow.debug) DebugModel (class in edflow.debug) decompose_name() (in module edflow.eval.pipeline) deep_lod2dol() (in module edflow.iterators.batches) default_heuristic() (in module edflow.data.util)

define_graph() (edflow.iterators.tf_evaluator.TFBaseEvaluator method) determine_current_stage() (edflow.iterators.tf_trainer.TFMultiStageTrainer method) determine_loader() (in module edflow.eval.pipeline) determine_saver() (in module edflow.eval.pipeline) dict_repr() (in module edflow.hooks.checkpoint_hooks.common) DisjunctExampleConcatenatedDataset (class in edflow.data.agnostics.concatenated) display() (in module edflow.explore) display_default() (in module edflow.explore) display_flow() (in module edflow.util.edexplore) display_flow_on_image() (in module edflow.util.edexplore) download_url() (in module edflow.datasets.utils) download_urls() (in module edflow.datasets.utils)

E

edflow module edflow.applications module edflow.applications.tf_perceptual_loss module edflow.args module edflow.config module edflow.config.commandline_kwargs module edflow.custom_logging module edflow.data module edflow.data.agnostics module edflow.data.agnostics.concatenated module edflow.data.agnostics.csv_dset module edflow.data.agnostics.late_loading module edflow.data.agnostics.subdataset module edflow.data.believers module edflow.data.believers.meta module edflow.data.believers.meta_loaders module edflow.data.believers.meta_util module edflow.data.believers.meta_view module edflow.data.believers.sequence module edflow.data.dataset module edflow.data.dataset_mixin module edflow.data.processing module edflow.data.processing.labels module edflow.data.processing.processed module edflow.data.util module edflow.data.util.cached_dset module edflow.data.util.util_dsets module edflow.datasets module edflow.datasets.celeba module edflow.datasets.cifar module edflow.datasets.fashionmnist module edflow.datasets.mnist module edflow.datasets.utils module edflow.debug module edflow.edsetup_files module edflow.edsetup_files.dataset module edflow.edsetup_files.iterator module edflow.edsetup_files.model module edflow.eval module edflow.eval.pipeline module edflow.explore module

edflow.fpdb module edflow.hooks module edflow.hooks.checkpoint_hooks module edflow.hooks.checkpoint_hooks.common module edflow.hooks.checkpoint_hooks.lambda_checkpoint_hook module edflow.hooks.checkpoint_hooks.tf_checkpoint_hook module edflow.hooks.checkpoint_hooks.torch_checkpoint_hook module edflow.hooks.hook module edflow.hooks.logging_hooks module edflow.hooks.logging_hooks.minimal_logging_hook module edflow.hooks.logging_hooks.tensorboard_handler module edflow.hooks.logging_hooks.tf_logging_hook module edflow.hooks.logging_hooks.wandb_handler module edflow.hooks.metric_hooks module edflow.hooks.metric_hooks.tf_metric_hook module edflow.hooks.pytorch_hooks module edflow.hooks.runtime_input module edflow.hooks.util_hooks module edflow.iterators module edflow.iterators.batches module edflow.iterators.model_iterator module edflow.iterators.resize module edflow.iterators.template_iterator module edflow.iterators.tf_batches module edflow.iterators.tf_evaluator module edflow.iterators.tf_iterator module edflow.iterators.tf_trainer module edflow.iterators.torch_iterator module edflow.main module edflow.metrics module edflow.metrics.image_metrics module edflow.project_manager module edflow.util module edflow.util.edexplore module edflow.util.util module edprint() (in module edflow.util.util) emit() (edflow.custom_logging.TqdmHandler method) eval (edflow.custom_logging.run attribute) EvalHook (class in edflow.eval.pipeline) ExampleConcatenatedDataset (class in edflow.data.agnostics.concatenated) ExamplesFolder (class in edflow.data.util.cached_dset) exists (edflow.custom_logging.run attribute) expand() (edflow.data.dataset_mixin.DatasetMixin property) (in module edflow.data.agnostics.late_loading) ExpandHook (class in edflow.hooks.util_hooks) explore() (in module edflow.explore) extract_features() (edflow.applications.tf_perceptual_loss.VGG19Features method) ExtraLabelsDataset (class in edflow.data.processing.labels)

F

FashionMNIST (class in edflow.datasets.fashionmnist) FashionMNISTTest (class in edflow.datasets.fashionmnist) FashionMNISTTrain (class in edflow.datasets.fashionmnist) fcond() (edflow.hooks.checkpoint_hooks.common.WaitForCheckpointHook method) FILES (edflow.datasets.celeba.CelebA attribute) (edflow.datasets.cifar.CIFAR10 attribute) (edflow.datasets.fashionmnist.FashionMNIST attribute) (edflow.datasets.mnist.MNIST attribute)

first_index() (in module edflow.util.edexplore) flatten_results() (edflow.hooks.checkpoint_hooks.common.StoreArraysHook method) flow2hsv() (in module edflow.data.util) flow2rgb() (in module edflow.data.util) flow_fn() (in module edflow.data.util) fork_safe_zip() (edflow.data.util.cached_dset.CachedDataset property) ForkedPdb (class in edflow.fpdb) format() (edflow.custom_logging.ColorLineFormatter method) from_cache() (edflow.data.util.cached_dset.CachedDataset class method)

G

get_batch_step() (edflow.iterators.model_iterator.PyHookedModelIterator method) get_checkpoint_files() (in module edflow.hooks.checkpoint_hooks.common) get_checkpoint_variables() (edflow.iterators.tf_trainer.TFBaseTrainer method) get_current_train_op() (edflow.iterators.tf_trainer.TFMultiStageTrainer method) get_epoch_step() (edflow.iterators.model_iterator.PyHookedModelIterator method) get_example() (edflow.data.agnostics.concatenated.DisjunctExampleConcatenatedDataset method) (edflow.data.agnostics.concatenated.ExampleConcatenatedDataset method) (edflow.data.agnostics.csv_dset.CsvDataset method) (edflow.data.agnostics.late_loading.LateLoadingDataset method) (edflow.data.believers.meta.MetaDataset method) (edflow.data.believers.meta_view.MetaViewDataset method) (edflow.data.believers.sequence.UnSequenceDataset method) (edflow.data.dataset_mixin.ConcatenatedDataset method) (edflow.data.dataset_mixin.DatasetMixin method) (edflow.data.dataset_mixin.SubDataset method) (edflow.data.processing.labels.LabelDataset method) (edflow.data.processing.processed.ProcessedDataset method) (edflow.data.util.cached_dset.CachedDataset method) (edflow.data.util.util_dsets.DataFolder method) (edflow.data.util.util_dsets.RandomlyJoinedDataset method) (edflow.datasets.celeba.CelebA method) (edflow.datasets.cifar.CIFAR10 method) (edflow.datasets.fashionmnist.FashionMNIST method) (edflow.datasets.mnist.MNIST method) (edflow.debug.DebugDataset method) (edflow.edsetup_files.dataset.Dataset method)

get_fixed_examples() (edflow.iterators.template_iterator.TemplateIterator method) get_global_step() (edflow.iterators.model_iterator.PyHookedModelIterator method) get_init_variables() (edflow.iterators.tf_trainer.TFBaseTrainer method) get_latest_checkpoint() (in module edflow.hooks.checkpoint_hooks.common) get_leaf_names() (in module edflow.util.util) get_learning_rate_multiplier() (edflow.iterators.tf_trainer.TFListTrainer method) get_logger() (edflow.custom_logging.log class method) (in module edflow.custom_logging) get_loss() (edflow.hooks.checkpoint_hooks.common.KeepBestCheckpoints method) get_obj_from_str() (in module edflow.util.util) get_parser() (in module edflow.args) get_restore_variables() (edflow.iterators.tf_trainer.TFBaseTrainer method) get_root() (in module edflow.datasets.utils) get_sequence_view() (in module edflow.data.believers.sequence) get_split() (edflow.datasets.cifar.CIFAR10 method) (edflow.iterators.model_iterator.PyHookedModelIterator method) get_str_from_obj() (in module edflow.util.util) get_support() (in module edflow.data.util) get_trainable_variables() (edflow.iterators.tf_trainer.TFBaseTrainer method) get_value_from_key() (in module edflow.util.util) getDebugDataset() (in module edflow.data.util.util_dsets) getSeqDataset() (in module edflow.data.believers.sequence) git_tag (edflow.custom_logging.run attribute) global_step() (edflow.hooks.checkpoint_hooks.tf_checkpoint_hook.CheckpointHook method) grams() (edflow.applications.tf_perceptual_loss.VGG19Features method)

H

heatmap_fn() (in module edflow.data.util)

Hook (class in edflow.hooks.hook) hsv2rgb() (in module edflow.data.util)

I

im_fn() (in module edflow.data.util) image_grid() (in module edflow.iterators.tf_batches) image_loader() (in module edflow.data.believers.meta_loaders) image_saver() (in module edflow.eval.pipeline) ImageOverviewHook (class in edflow.hooks.logging_hooks.tf_logging_hook) increment_global_step() (edflow.iterators.model_iterator.PyHookedModelIterator method) init() (edflow.custom_logging.run class method) initialize() (edflow.iterators.model_iterator.PyHookedModelIterator method) (edflow.iterators.template_iterator.TemplateIterator method) (edflow.iterators.tf_evaluator.TFBaseEvaluator method) (edflow.iterators.tf_trainer.TFBaseTrainer method) input_names (edflow.hooks.checkpoint_hooks.common.MetricTuple attribute)

interaction() (edflow.fpdb.ForkedPdb method) IntervalHook (class in edflow.hooks.util_hooks) is_loadable() (in module edflow.eval.pipeline) is_prepared() (in module edflow.datasets.utils) isflow() (in module edflow.util.edexplore) isimage() (in module edflow.eval.pipeline) (in module edflow.util.edexplore) issegmentation() (in module edflow.util.edexplore) istext() (in module edflow.util.edexplore) iterate() (edflow.iterators.model_iterator.PyHookedModelIterator method) (edflow.iterators.tf_iterator.TFHookedModelIterator method) Iterator (class in edflow.edsetup_files.iterator)

J

JoinedDataset() (in module edflow.data.util.util_dsets)

K

KeepBestCheckpoints (class in edflow.hooks.checkpoint_hooks.common)

KeyNotFoundError keypoints_fn() (in module edflow.data.util)

L

l2_metric() (in module edflow.metrics.image_metrics) LabelDataset (class in edflow.data.processing.labels) labels() (edflow.data.agnostics.concatenated.ExampleConcatenatedDataset property) (edflow.data.dataset_mixin.ConcatenatedDataset property) (edflow.data.dataset_mixin.DatasetMixin property) (edflow.data.dataset_mixin.SubDataset property) (edflow.data.processing.labels.ExtraLabelsDataset property) (edflow.data.util.cached_dset.CachedDataset property) (edflow.data.util.util_dsets.RandomlyJoinedDataset property) (edflow.debug.DebugDataset property) LambdaCheckpointHook (class in edflow.hooks.checkpoint_hooks.lambda_checkpoint_hook) LateLoadingDataset (class in edflow.data.agnostics.late_loading) latest_eval (edflow.custom_logging.run attribute) level (edflow.custom_logging.log attribute) linear_var() (in module edflow.util.util) load_callbacks() (in module edflow.eval.pipeline) load_image() (in module edflow.iterators.batches)

load_labels() (in module edflow.data.believers.meta) loader_from_key() (in module edflow.data.believers.meta) log (class in edflow.custom_logging) log_figures() (edflow.hooks.logging_hooks.minimal_logging_hook.LoggingHook method) log_images() (edflow.hooks.logging_hooks.minimal_logging_hook.LoggingHook method) log_scalars() (edflow.hooks.logging_hooks.minimal_logging_hook.LoggingHook method) log_tensorboard_config() (in module edflow.hooks.logging_hooks.tensorboard_handler) log_tensorboard_figures() (in module edflow.hooks.logging_hooks.tensorboard_handler) log_tensorboard_images() (in module edflow.hooks.logging_hooks.tensorboard_handler) log_tensorboard_scalars() (in module edflow.hooks.logging_hooks.tensorboard_handler) log_wandb() (in module edflow.hooks.logging_hooks.wandb_handler) log_wandb_images() (in module edflow.hooks.logging_hooks.wandb_handler) loggers (edflow.custom_logging.log attribute) LoggingHook (class in edflow.hooks.logging_hooks.minimal_logging_hook) (class in edflow.hooks.logging_hooks.tf_logging_hook) LogSingleton (in module edflow.custom_logging) look() (edflow.hooks.checkpoint_hooks.common.WaitForCheckpointHook method)

M

main() (in module edflow.eval.pipeline) make_batches() (in module edflow.iterators.batches) make_client_manager() (in module edflow.data.util.cached_dset) make_feature_ops() (edflow.applications.tf_perceptual_loss.VGG19Features method) make_feeds() (edflow.iterators.model_iterator.PyHookedModelIterator method) (edflow.iterators.tf_iterator.TFHookedModelIterator method) (edflow.iterators.tf_trainer.TFBaseTrainer method) make_iterator() (in module edflow.hooks.checkpoint_hooks.common) make_l1_nll_op() (edflow.applications.tf_perceptual_loss.VGG19Features method) make_linear_var() (in module edflow.iterators.tf_trainer) make_loss_op() (edflow.applications.tf_perceptual_loss.VGG19Features method) make_loss_ops() (edflow.iterators.tf_trainer.TFBaseTrainer method) make_nll_op() (edflow.applications.tf_perceptual_loss.VGG19Features method) make_run_once_op() (edflow.iterators.tf_trainer.TFBaseTrainer method) make_server_manager() (in module edflow.data.util.cached_dset) make_style_op() (edflow.applications.tf_perceptual_loss.VGG19Features method) mark_prepared() (in module edflow.datasets.utils) maybe_modify() (edflow.hooks.util_hooks.IntervalHook method) MetaDataset (class in edflow.data.believers.meta) MetaViewDataset (class in edflow.data.believers.meta_view) metric (edflow.hooks.checkpoint_hooks.common.MetricTuple attribute) MetricHook (class in edflow.hooks.metric_hooks.tf_metric_hook) MetricTuple (class in edflow.hooks.checkpoint_hooks.common) MNIST (class in edflow.datasets.mnist) MNISTTest (class in edflow.datasets.mnist) MNISTTrain (class in edflow.datasets.mnist) Model (class in edflow.edsetup_files.model) module edflow edflow.applications edflow.applications.tf_perceptual_loss edflow.args edflow.config edflow.config.commandline_kwargs edflow.custom_logging edflow.data edflow.data.agnostics edflow.data.agnostics.concatenated edflow.data.agnostics.csv_dset edflow.data.agnostics.late_loading edflow.data.agnostics.subdataset edflow.data.believers edflow.data.believers.meta edflow.data.believers.meta_loaders edflow.data.believers.meta_util edflow.data.believers.meta_view edflow.data.believers.sequence edflow.data.dataset edflow.data.dataset_mixin edflow.data.processing edflow.data.processing.labels edflow.data.processing.processed edflow.data.util edflow.data.util.cached_dset edflow.data.util.util_dsets edflow.datasets edflow.datasets.celeba edflow.datasets.cifar edflow.datasets.fashionmnist edflow.datasets.mnist edflow.datasets.utils edflow.debug edflow.edsetup_files edflow.edsetup_files.dataset edflow.edsetup_files.iterator edflow.edsetup_files.model edflow.eval edflow.eval.pipeline edflow.explore edflow.fpdb edflow.hooks edflow.hooks.checkpoint_hooks edflow.hooks.checkpoint_hooks.common edflow.hooks.checkpoint_hooks.lambda_checkpoint_hook edflow.hooks.checkpoint_hooks.tf_checkpoint_hook edflow.hooks.checkpoint_hooks.torch_checkpoint_hook edflow.hooks.hook edflow.hooks.logging_hooks edflow.hooks.logging_hooks.minimal_logging_hook edflow.hooks.logging_hooks.tensorboard_handler edflow.hooks.logging_hooks.tf_logging_hook edflow.hooks.logging_hooks.wandb_handler edflow.hooks.metric_hooks edflow.hooks.metric_hooks.tf_metric_hook edflow.hooks.pytorch_hooks edflow.hooks.runtime_input edflow.hooks.util_hooks edflow.iterators edflow.iterators.batches edflow.iterators.model_iterator edflow.iterators.resize edflow.iterators.template_iterator edflow.iterators.tf_batches edflow.iterators.tf_evaluator edflow.iterators.tf_iterator edflow.iterators.tf_trainer edflow.iterators.torch_iterator edflow.main edflow.metrics edflow.metrics.image_metrics edflow.project_manager edflow.util edflow.util.edexplore edflow.util.util

N

name (edflow.custom_logging.run attribute) NAME (edflow.datasets.celeba.CelebA attribute) (edflow.datasets.cifar.CIFAR10 attribute) (edflow.datasets.fashionmnist.FashionMNIST attribute) (edflow.datasets.mnist.MNIST attribute)

name (edflow.hooks.checkpoint_hooks.common.MetricTuple attribute) NoModel (class in edflow.util.util) now (edflow.custom_logging.run attribute) np_saver() (in module edflow.eval.pipeline) numpy_loader() (in module edflow.data.believers.meta_loaders)

O

other_fn() (in module edflow.data.util)

output_names (edflow.hooks.checkpoint_hooks.common.MetricTuple attribute)

P

parse_checkpoint() (edflow.hooks.checkpoint_hooks.torch_checkpoint_hook.RestorePytorchModelHook static method) parse_global_step() (edflow.hooks.checkpoint_hooks.lambda_checkpoint_hook.LambdaCheckpointHook static method) (edflow.hooks.checkpoint_hooks.tf_checkpoint_hook.RestoreModelHook static method) (edflow.hooks.checkpoint_hooks.torch_checkpoint_hook.RestorePytorchModelHook static method) parse_unknown_args() (in module edflow.config.commandline_kwargs) PathCachedDataset (class in edflow.data.util.cached_dset) pickle_and_queue() (in module edflow.data.util.cached_dset) plot_batch() (in module edflow.iterators.batches) plot_datum() (in module edflow.data.util) pop_keypath() (in module edflow.util.util) pop_value_from_key() (in module edflow.util.util) postfix (edflow.custom_logging.run attribute)

pp2mkdtable() (in module edflow.util.util) pprint() (in module edflow.util.util) pprint_str() (in module edflow.util.util) preprocess_input() (in module edflow.applications.tf_perceptual_loss) Printer (class in edflow.util.util) prng() (edflow.util.util.PRNGMixin property) PRNGMixin (class in edflow.util.util) ProcessedDataset (class in edflow.data.processing.processed) prompt_download() (in module edflow.datasets.utils) PyCheckpointHook (class in edflow.hooks.pytorch_hooks) PyHookedModelIterator (class in edflow.iterators.model_iterator) PyLoggingHook (class in edflow.hooks.pytorch_hooks)

Q

quadratic_crop() (in module edflow.datasets.utils)

R

RandomlyJoinedDataset (class in edflow.data.util.util_dsets) read() (edflow.data.util.cached_dset.ExamplesFolder method) read_mnist_file() (in module edflow.datasets.fashionmnist) (in module edflow.datasets.mnist) reporthook() (in module edflow.datasets.utils) reset_global_step() (edflow.iterators.model_iterator.PyHookedModelIterator method) resize_float32() (in module edflow.iterators.resize) resize_hfloat32() (in module edflow.iterators.resize) resize_image() (in module edflow.iterators.resize) resize_uint8() (in module edflow.iterators.resize) restore() (edflow.edsetup_files.iterator.Iterator method) (edflow.iterators.template_iterator.TemplateIterator method) RestoreCurrentCheckpointHook (class in edflow.hooks.checkpoint_hooks.tf_checkpoint_hook) RestoreModelHook (class in edflow.hooks.checkpoint_hooks.tf_checkpoint_hook) RestorePytorchModelHook (class in edflow.hooks.checkpoint_hooks.torch_checkpoint_hook)

RestoreTFModelHook (in module edflow.hooks.checkpoint_hooks.tf_checkpoint_hook) resumed (edflow.custom_logging.run attribute) RetrainHook (class in edflow.hooks.checkpoint_hooks.tf_checkpoint_hook) retrieve() (in module edflow.util.util) root (edflow.custom_logging.run attribute) root() (edflow.data.util.cached_dset.CachedDataset property) run (class in edflow.custom_logging) run() (edflow.iterators.model_iterator.PyHookedModelIterator method) (edflow.iterators.tf_iterator.TFHookedModelIterator method) (edflow.iterators.tf_trainer.TFBaseTrainer method) (edflow.iterators.tf_trainer.TFFrequencyTrainer method) (edflow.iterators.tf_trainer.TFListTrainer method) (edflow.iterators.tf_trainer.TFMultiStageTrainer method) run_condition() (edflow.hooks.util_hooks.IntervalHook method) run_hooks() (edflow.iterators.model_iterator.PyHookedModelIterator method) RuntimeInputHook (class in edflow.hooks.runtime_input)

S

save() (edflow.edsetup_files.iterator.Iterator method) (edflow.hooks.checkpoint_hooks.lambda_checkpoint_hook.LambdaCheckpointHook method) (edflow.hooks.checkpoint_hooks.tf_checkpoint_hook.CheckpointHook method) (edflow.hooks.pytorch_hooks.PyCheckpointHook method) (edflow.iterators.template_iterator.TemplateIterator method) save_example() (in module edflow.eval.pipeline) save_image() (in module edflow.iterators.batches) save_meta() (edflow.eval.pipeline.EvalHook method) save_output() (in module edflow.eval.pipeline) selector() (in module edflow.explore) SequenceDataset (class in edflow.data.believers.sequence) session() (edflow.hooks.checkpoint_hooks.tf_checkpoint_hook.RestoreModelHook property) (edflow.iterators.tf_iterator.TFHookedModelIterator property) set_default() (in module edflow.util.util) set_example_pars() (edflow.data.agnostics.concatenated.ExampleConcatenatedDataset method) set_global_step() (edflow.iterators.model_iterator.PyHookedModelIterator method) set_log_level() (edflow.custom_logging.log class method) set_log_target() (edflow.custom_logging.log class method) set_value() (in module edflow.util.util) setup() (edflow.iterators.tf_trainer.TFBaseTrainer method) setup_loaders() (in module edflow.data.believers.meta) show() (edflow.data.believers.meta.MetaDataset method)

show_example() (in module edflow.explore) ShutdownRequest ssim_metric() (in module edflow.metrics.image_metrics) st_get_list_or_dict_item() (in module edflow.util.edexplore) stack_results() (edflow.hooks.checkpoint_hooks.common.CollectorHook method) stage() (edflow.iterators.tf_trainer.TFMultiStageModel property) stage_placeholder() (edflow.iterators.tf_trainer.TFMultiStageModel property) stage_update_op() (edflow.iterators.tf_trainer.TFMultiStageModel property) standalone_eval_meta_dset() (in module edflow.eval.pipeline) step_op() (edflow.edsetup_files.iterator.Iterator method) (edflow.iterators.template_iterator.TemplateIterator method) step_ops() (edflow.debug.DebugIterator method) (edflow.iterators.model_iterator.PyHookedModelIterator method) (edflow.iterators.template_iterator.TemplateIterator method) (edflow.iterators.tf_evaluator.TFBaseEvaluator method) (edflow.iterators.tf_trainer.TFBaseTrainer method) store_label_mmap() (in module edflow.data.believers.meta_util) StoreArraysHook (class in edflow.hooks.checkpoint_hooks.common) strenumerate() (in module edflow.hooks.checkpoint_hooks.common) (in module edflow.util.util) SubDataset (class in edflow.data.dataset_mixin) sup_str_to_num() (in module edflow.data.util)

T

TablePrinter (class in edflow.util.util) target (edflow.custom_logging.log attribute) TemplateEvalHook (class in edflow.eval.pipeline) TemplateIterator (class in edflow.iterators.template_iterator) test() (in module edflow.main) test_valid_metrictuple() (in module edflow.hooks.checkpoint_hooks.common) tf_batch_to_canvas() (in module edflow.iterators.tf_batches) tf_parse_global_step() (in module edflow.hooks.checkpoint_hooks.common) TFBaseEvaluator (class in edflow.iterators.tf_evaluator) TFBaseTrainer (class in edflow.iterators.tf_trainer) TFFrequencyTrainer (class in edflow.iterators.tf_trainer) TFHookedModelIterator (class in edflow.iterators.tf_iterator)

TFListTrainer (class in edflow.iterators.tf_trainer) TFMultiStageModel (class in edflow.iterators.tf_trainer) TFMultiStageTrainer (class in edflow.iterators.tf_trainer) tile() (in module edflow.iterators.batches) ToFromTorchHook (class in edflow.hooks.pytorch_hooks) ToNumpyHook (class in edflow.hooks.pytorch_hooks) torch_parse_global_step() (in module edflow.hooks.checkpoint_hooks.common) TorchHookedModelIterator (class in edflow.iterators.torch_iterator) ToTorchHook (class in edflow.hooks.pytorch_hooks) TqdmHandler (class in edflow.custom_logging) train (edflow.custom_logging.run attribute) train() (in module edflow.main)

U

unpack() (in module edflow.datasets.utils) UnSequenceDataset (class in edflow.data.believers.sequence) update() (in module edflow.util.util) update_config() (in module edflow.config.commandline_kwargs)

URL (edflow.datasets.celeba.CelebA attribute) (edflow.datasets.cifar.CIFAR10 attribute) (edflow.datasets.fashionmnist.FashionMNIST attribute) (edflow.datasets.mnist.MNIST attribute)

V

VGG19Features (class in edflow.applications.tf_perceptual_loss)

W

wait() (edflow.hooks.checkpoint_hooks.tf_checkpoint_hook.WaitForManager method) WaitForCheckpointHook (class in edflow.hooks.checkpoint_hooks.common)

WaitForManager (class in edflow.hooks.checkpoint_hooks.tf_checkpoint_hook) walk() (in module edflow.util.util)