Neural Monkey
0.2.4
Installation
Package Overview
Post-Editing Task Tutorial
Machine Translation Tutorial
Configuration
API Documentation
Visualization
Advanced Features
Use SGE cluster array job for inference
GPU Benchmarks
Development Guidelines
Neural Monkey
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__init__() (neuralmonkey.attention.base_attention.BaseAttention method)
(neuralmonkey.attention.combination.FlatMultiAttention method)
(neuralmonkey.attention.combination.HierarchicalMultiAttention method)
(neuralmonkey.attention.combination.MultiAttention method)
(neuralmonkey.attention.coverage.CoverageAttention method)
(neuralmonkey.attention.feed_forward.Attention method)
(neuralmonkey.attention.scaled_dot_product.MultiHeadAttention method)
(neuralmonkey.attention.scaled_dot_product.ScaledDotProdAttention method)
(neuralmonkey.attention.stateful_context.StatefulContext method)
(neuralmonkey.config.builder.ClassSymbol method)
(neuralmonkey.config.builder.ObjectRef method)
(neuralmonkey.config.configuration.Configuration method)
(neuralmonkey.config.exceptions.ConfigBuildException method)
(neuralmonkey.config.exceptions.ConfigInvalidValueException method)
(neuralmonkey.config.exceptions.ParseError method)
(neuralmonkey.dataset.dataset.Dataset method)
(neuralmonkey.dataset.lazy_dataset.LazyDataset method)
(neuralmonkey.decoders.autoregressive.AutoregressiveDecoder method)
(neuralmonkey.decoders.beam_search_decoder.BeamSearchDecoder method)
(neuralmonkey.decoders.classifier.Classifier method)
(neuralmonkey.decoders.ctc_decoder.CTCDecoder method)
(neuralmonkey.decoders.decoder.Decoder method)
(neuralmonkey.decoders.sequence_labeler.SequenceLabeler method)
(neuralmonkey.decoders.sequence_regressor.SequenceRegressor method)
(neuralmonkey.decoders.transformer.TransformerDecoder method)
(neuralmonkey.decoders.word_alignment_decoder.WordAlignmentDecoder method)
(neuralmonkey.encoders.attentive.AttentiveEncoder method)
(neuralmonkey.encoders.cnn_encoder.CNNEncoder method)
(neuralmonkey.encoders.cnn_encoder.CNNTemporalView method)
(neuralmonkey.encoders.facebook_conv.SentenceEncoder method)
(neuralmonkey.encoders.imagenet_encoder.ImageNet method)
(neuralmonkey.encoders.numpy_stateful_filler.SpatialFiller method)
(neuralmonkey.encoders.numpy_stateful_filler.StatefulFiller method)
(neuralmonkey.encoders.pooling.SequencePooling method)
(neuralmonkey.encoders.raw_rnn_encoder.RawRNNEncoder method)
(neuralmonkey.encoders.recurrent.DeepSentenceEncoder method)
(neuralmonkey.encoders.recurrent.FactoredEncoder method)
(neuralmonkey.encoders.recurrent.RecurrentEncoder method)
(neuralmonkey.encoders.recurrent.SentenceEncoder method)
(neuralmonkey.encoders.sentence_cnn_encoder.SentenceCNNEncoder method)
(neuralmonkey.encoders.sequence_cnn_encoder.SequenceCNNEncoder method)
(neuralmonkey.encoders.transformer.TransformerEncoder method)
(neuralmonkey.encoders.transformer.TransformerLayer method)
(neuralmonkey.evaluators.accuracy.AccuracyEvaluator method)
(neuralmonkey.evaluators.accuracy.AccuracySeqLevelEvaluator method)
(neuralmonkey.evaluators.average.AverageEvaluator method)
(neuralmonkey.evaluators.beer.BeerWrapper method)
(neuralmonkey.evaluators.bleu.BLEUEvaluator method)
(neuralmonkey.evaluators.chrf.ChrFEvaluator method)
(neuralmonkey.evaluators.edit_distance.EditDistanceEvaluator method)
(neuralmonkey.evaluators.f1_bio.F1Evaluator method)
(neuralmonkey.evaluators.gleu.GLEUEvaluator method)
(neuralmonkey.evaluators.mse.MeanSquaredErrorEvaluator method)
(neuralmonkey.evaluators.multeval.MultEvalWrapper method)
(neuralmonkey.evaluators.ter.TEREvaluator method)
(neuralmonkey.evaluators.wer.WEREvaluator method)
(neuralmonkey.experiment.Experiment method)
(neuralmonkey.model.gradient_blocking.SpatialStatefulView method)
(neuralmonkey.model.gradient_blocking.SpatialStatefulWithOutputView method)
(neuralmonkey.model.gradient_blocking.StatefulView method)
(neuralmonkey.model.gradient_blocking.TemporalStatefulView method)
(neuralmonkey.model.gradient_blocking.TemporalStatefulWithOutputView method)
(neuralmonkey.model.model_part.ModelPart method)
(neuralmonkey.model.sequence.EmbeddedFactorSequence method)
(neuralmonkey.model.sequence.EmbeddedSequence method)
(neuralmonkey.model.sequence.Sequence method)
(neuralmonkey.nn.mlp.MultilayerPerceptron method)
(neuralmonkey.nn.noisy_gru_cell.NoisyGRUCell method)
(neuralmonkey.nn.ortho_gru_cell.NematusGRUCell method)
(neuralmonkey.nn.ortho_gru_cell.OrthoGRUCell method)
(neuralmonkey.nn.pervasive_dropout_wrapper.PervasiveDropoutWrapper method)
(neuralmonkey.processors.alignment.WordAlignmentPreprocessor method)
(neuralmonkey.processors.bpe.BPEPostprocessor method)
(neuralmonkey.processors.bpe.BPEPreprocessor method)
(neuralmonkey.processors.editops.Postprocess method)
(neuralmonkey.processors.editops.Preprocess method)
(neuralmonkey.processors.german.GermanPostprocessor method)
(neuralmonkey.processors.german.GermanPreprocessor method)
(neuralmonkey.runners.base_runner.BaseRunner method)
(neuralmonkey.runners.beamsearch_runner.BeamSearchExecutable method)
(neuralmonkey.runners.beamsearch_runner.BeamSearchRunner method)
(neuralmonkey.runners.label_runner.LabelRunExecutable method)
(neuralmonkey.runners.label_runner.LabelRunner method)
(neuralmonkey.runners.logits_runner.LogitsExecutable method)
(neuralmonkey.runners.logits_runner.LogitsRunner method)
(neuralmonkey.runners.perplexity_runner.PerplexityExecutable method)
(neuralmonkey.runners.perplexity_runner.PerplexityRunner method)
(neuralmonkey.runners.plain_runner.PlainExecutable method)
(neuralmonkey.runners.plain_runner.PlainRunner method)
(neuralmonkey.runners.regression_runner.RegressionRunExecutable method)
(neuralmonkey.runners.regression_runner.RegressionRunner method)
(neuralmonkey.runners.runner.GreedyRunExecutable method)
(neuralmonkey.runners.runner.GreedyRunner method)
(neuralmonkey.runners.tensor_runner.RepresentationRunner method)
(neuralmonkey.runners.tensor_runner.TensorExecutable method)
(neuralmonkey.runners.tensor_runner.TensorRunner method)
(neuralmonkey.runners.word_alignment_runner.WordAlignmentRunner method)
(neuralmonkey.runners.word_alignment_runner.WordAlignmentRunnerExecutable method)
(neuralmonkey.tf_manager.TensorFlowManager method)
(neuralmonkey.trainers.cross_entropy_trainer.CrossEntropyTrainer method)
(neuralmonkey.trainers.generic_trainer.GenericTrainer method)
(neuralmonkey.trainers.generic_trainer.TrainExecutable method)
(neuralmonkey.vocabulary.Vocabulary method)
A
AccuracyEvaluator (class in neuralmonkey.evaluators.accuracy)
AccuracySeqLevelEvaluator (class in neuralmonkey.evaluators.accuracy)
add_argument() (neuralmonkey.config.configuration.Configuration method)
add_characters() (neuralmonkey.vocabulary.Vocabulary method)
add_lazy_series() (neuralmonkey.dataset.lazy_dataset.LazyDataset method)
add_series() (neuralmonkey.dataset.dataset.Dataset method)
(neuralmonkey.dataset.lazy_dataset.LazyDataset method)
add_tokenized_text() (neuralmonkey.vocabulary.Vocabulary method)
add_word() (neuralmonkey.vocabulary.Vocabulary method)
alignment_target (neuralmonkey.decoders.word_alignment_decoder.WordAlignmentDecoder attribute)
append_tensor() (in module neuralmonkey.tf_utils)
apply_net (neuralmonkey.encoders.imagenet_encoder.ImageNetSpec attribute)
assert_same_shape() (in module neuralmonkey.checking)
assert_shape() (in module neuralmonkey.checking)
Attention (class in neuralmonkey.attention.feed_forward)
attention() (in module neuralmonkey.attention.scaled_dot_product)
(neuralmonkey.attention.base_attention.BaseAttention method)
(neuralmonkey.attention.combination.FlatMultiAttention method)
(neuralmonkey.attention.combination.HierarchicalMultiAttention method)
(neuralmonkey.attention.combination.MultiAttention method)
(neuralmonkey.attention.feed_forward.Attention method)
(neuralmonkey.attention.scaled_dot_product.MultiHeadAttention method)
(neuralmonkey.attention.stateful_context.StatefulContext method)
attention_histories (neuralmonkey.decoders.decoder.RNNHistories attribute)
attention_loop_states (neuralmonkey.decoders.beam_search_decoder.BeamSearchOutput attribute)
attention_mask (neuralmonkey.attention.feed_forward.Attention attribute)
(neuralmonkey.attention.stateful_context.StatefulContext attribute)
attention_states (neuralmonkey.attention.feed_forward.Attention attribute)
(neuralmonkey.attention.stateful_context.StatefulContext attribute)
attention_weights (neuralmonkey.encoders.attentive.AttentiveEncoder attribute)
AttentionLoopState (class in neuralmonkey.attention.namedtuples)
AttentiveEncoder (class in neuralmonkey.encoders.attentive)
attn_size (neuralmonkey.attention.combination.MultiAttention attribute)
Audio (class in neuralmonkey.readers.audio_reader)
audio_reader() (in module neuralmonkey.readers.audio_reader)
AutoregressiveDecoder (class in neuralmonkey.decoders.autoregressive)
AverageEvaluator (class in neuralmonkey.evaluators.average)
B
BaseAttention (class in neuralmonkey.attention.base_attention)
BaseRunner (class in neuralmonkey.runners.base_runner)
batch_dataset() (neuralmonkey.dataset.dataset.Dataset method)
batch_norm_callback() (neuralmonkey.encoders.cnn_encoder.CNNEncoder method)
batch_serie() (neuralmonkey.dataset.dataset.Dataset method)
beam_search_runner_range() (in module neuralmonkey.runners.beamsearch_runner)
BeamSearchDecoder (class in neuralmonkey.decoders.beam_search_decoder)
BeamSearchExecutable (class in neuralmonkey.runners.beamsearch_runner)
BeamSearchLoopState (class in neuralmonkey.decoders.beam_search_decoder)
BeamSearchOutput (class in neuralmonkey.decoders.beam_search_decoder)
BeamSearchRunner (class in neuralmonkey.runners.beamsearch_runner)
BeerWrapper (class in neuralmonkey.evaluators.beer)
best_vars_file (neuralmonkey.tf_manager.TensorFlowManager attribute)
bias_term (neuralmonkey.attention.feed_forward.Attention attribute)
bidirectional_rnn (neuralmonkey.encoders.sentence_cnn_encoder.SentenceCNNEncoder attribute)
bind() (neuralmonkey.config.builder.ObjectRef method)
bleu() (neuralmonkey.evaluators.bleu.BLEUEvaluator static method)
BLEUEvaluator (class in neuralmonkey.evaluators.bleu)
BPEPostprocessor (class in neuralmonkey.processors.bpe)
BPEPreprocessor (class in neuralmonkey.processors.bpe)
build_config() (in module neuralmonkey.config.builder)
build_model() (neuralmonkey.config.configuration.Configuration method)
(neuralmonkey.experiment.Experiment method)
build_object() (in module neuralmonkey.config.builder)
C
call() (neuralmonkey.nn.ortho_gru_cell.NematusGRUCell method)
cell_type (neuralmonkey.encoders.recurrent.RNNSpec attribute)
check_dataset_and_coders() (in module neuralmonkey.checking)
CheckingException
child_loop_states (neuralmonkey.attention.namedtuples.HierarchicalLoopState attribute)
ChrFEvaluator (class in neuralmonkey.evaluators.chrf)
chunk2set() (neuralmonkey.evaluators.f1_bio.F1Evaluator static method)
classification (neuralmonkey.nn.mlp.MultilayerPerceptron attribute)
Classifier (class in neuralmonkey.decoders.classifier)
ClassSymbol (class in neuralmonkey.config.builder)
cnn_encoded (neuralmonkey.encoders.sentence_cnn_encoder.SentenceCNNEncoder attribute)
CNNEncoder (class in neuralmonkey.encoders.cnn_encoder)
CNNTemporalView (class in neuralmonkey.encoders.cnn_encoder)
collect_results() (neuralmonkey.runners.base_runner.Executable method)
(neuralmonkey.runners.beamsearch_runner.BeamSearchExecutable method)
(neuralmonkey.runners.label_runner.LabelRunExecutable method)
(neuralmonkey.runners.logits_runner.LogitsExecutable method)
(neuralmonkey.runners.perplexity_runner.PerplexityExecutable method)
(neuralmonkey.runners.plain_runner.PlainExecutable method)
(neuralmonkey.runners.regression_runner.RegressionRunExecutable method)
(neuralmonkey.runners.runner.GreedyRunExecutable method)
(neuralmonkey.runners.tensor_runner.TensorExecutable method)
(neuralmonkey.runners.word_alignment_runner.WordAlignmentRunnerExecutable method)
(neuralmonkey.trainers.generic_trainer.TrainExecutable method)
column_separated_reader() (in module neuralmonkey.readers.plain_text_reader)
compare_scores() (neuralmonkey.evaluators.accuracy.AccuracyEvaluator static method)
(neuralmonkey.evaluators.accuracy.AccuracySeqLevelEvaluator static method)
(neuralmonkey.evaluators.bleu.BLEUEvaluator static method)
(neuralmonkey.evaluators.edit_distance.EditDistanceEvaluator static method)
(neuralmonkey.evaluators.mse.MeanSquaredErrorEvaluator static method)
concat_encoder_projection() (in module neuralmonkey.decoders.encoder_projection)
ConfigBuildException
ConfigInvalidValueException
Configuration (class in neuralmonkey.config.configuration)
constants (neuralmonkey.decoders.autoregressive.LoopState attribute)
context_vector_size (neuralmonkey.attention.base_attention.BaseAttention attribute)
(neuralmonkey.attention.combination.FlatMultiAttention attribute)
(neuralmonkey.attention.combination.HierarchicalMultiAttention attribute)
(neuralmonkey.attention.feed_forward.Attention attribute)
(neuralmonkey.attention.scaled_dot_product.MultiHeadAttention attribute)
(neuralmonkey.attention.stateful_context.StatefulContext attribute)
contexts (neuralmonkey.attention.namedtuples.AttentionLoopState attribute)
(neuralmonkey.attention.namedtuples.MultiHeadLoopState attribute)
convert_to_edits() (in module neuralmonkey.processors.editops)
cost (neuralmonkey.decoders.autoregressive.AutoregressiveDecoder attribute)
(neuralmonkey.decoders.classifier.Classifier attribute)
(neuralmonkey.decoders.ctc_decoder.CTCDecoder attribute)
(neuralmonkey.decoders.sequence_labeler.SequenceLabeler attribute)
(neuralmonkey.decoders.sequence_regressor.SequenceRegressor attribute)
(neuralmonkey.decoders.word_alignment_decoder.WordAlignmentDecoder attribute)
CoverageAttention (class in neuralmonkey.attention.coverage)
create() (neuralmonkey.config.builder.ClassSymbol method)
create_config() (in module neuralmonkey.experiment)
cross_attention_sublayer() (neuralmonkey.encoders.transformer.TransformerEncoder method)
CrossEntropyTrainer (class in neuralmonkey.trainers.cross_entropy_trainer)
csv_reader() (in module neuralmonkey.readers.plain_text_reader)
CTCDecoder (class in neuralmonkey.decoders.ctc_decoder)
D
data_id (neuralmonkey.model.sequence.EmbeddedSequence attribute)
Dataset (class in neuralmonkey.dataset.dataset)
debug() (in module neuralmonkey.logging)
(neuralmonkey.logging.Logging static method)
debug_disabled_for (neuralmonkey.logging.Logging attribute)
debug_enabled() (in module neuralmonkey.logging)
(neuralmonkey.logging.Logging static method)
debug_enabled_for (neuralmonkey.logging.Logging attribute)
decode() (neuralmonkey.processors.bpe.BPEPostprocessor method)
(neuralmonkey.processors.german.GermanPostprocessor method)
decoded (neuralmonkey.decoders.autoregressive.AutoregressiveDecoder attribute)
(neuralmonkey.decoders.classifier.Classifier attribute)
(neuralmonkey.decoders.ctc_decoder.CTCDecoder attribute)
(neuralmonkey.decoders.sequence_labeler.SequenceLabeler attribute)
(neuralmonkey.decoders.sequence_regressor.SequenceRegressor attribute)
decoded_logits (neuralmonkey.decoders.classifier.Classifier attribute)
decoded_seq (neuralmonkey.decoders.classifier.Classifier attribute)
decoded_symbols (neuralmonkey.decoders.transformer.TransformerHistories attribute)
Decoder (class in neuralmonkey.decoders.decoder)
decoder (neuralmonkey.trainers.generic_trainer.Objective attribute)
decoder_data_id (neuralmonkey.runners.base_runner.BaseRunner attribute)
decoder_loop_state (neuralmonkey.decoders.beam_search_decoder.BeamSearchLoopState attribute)
decoder_outputs (neuralmonkey.decoders.autoregressive.DecoderHistories attribute)
decoder_state (neuralmonkey.decoders.beam_search_decoder.BeamSearchDecoder attribute)
DecoderConstants (class in neuralmonkey.decoders.autoregressive)
DecoderFeedables (class in neuralmonkey.decoders.autoregressive)
DecoderHistories (class in neuralmonkey.decoders.autoregressive)
decoding_b (neuralmonkey.decoders.autoregressive.AutoregressiveDecoder attribute)
(neuralmonkey.decoders.sequence_labeler.SequenceLabeler attribute)
decoding_loop() (neuralmonkey.decoders.autoregressive.AutoregressiveDecoder method)
(neuralmonkey.decoders.beam_search_decoder.BeamSearchDecoder method)
decoding_residual_w (neuralmonkey.decoders.sequence_labeler.SequenceLabeler attribute)
decoding_w (neuralmonkey.decoders.autoregressive.AutoregressiveDecoder attribute)
(neuralmonkey.decoders.sequence_labeler.SequenceLabeler attribute)
deduplicate_sentences() (neuralmonkey.evaluators.bleu.BLEUEvaluator static method)
DeepSentenceEncoder (class in neuralmonkey.encoders.recurrent)
dimension (neuralmonkey.model.stateful.SpatialStateful attribute)
(neuralmonkey.model.stateful.TemporalStateful attribute)
direction (neuralmonkey.encoders.recurrent.RNNSpec attribute)
dropout() (in module neuralmonkey.nn.utils)
E
EditDistanceEvaluator (class in neuralmonkey.evaluators.edit_distance)
effective_reference_length() (neuralmonkey.evaluators.bleu.BLEUEvaluator static method)
embed_input_symbol() (neuralmonkey.decoders.decoder.Decoder method)
embed_inputs() (neuralmonkey.decoders.transformer.TransformerDecoder method)
embedded_inputs (neuralmonkey.encoders.sequence_cnn_encoder.SequenceCNNEncoder attribute)
embedded_train_inputs (neuralmonkey.decoders.transformer.TransformerDecoder attribute)
EmbeddedFactorSequence (class in neuralmonkey.model.sequence)
EmbeddedSequence (class in neuralmonkey.model.sequence)
embedding_matrices (neuralmonkey.model.sequence.EmbeddedFactorSequence attribute)
embedding_matrix (neuralmonkey.decoders.autoregressive.AutoregressiveDecoder attribute)
(neuralmonkey.model.sequence.EmbeddedSequence attribute)
empty_attention_loop_state() (in module neuralmonkey.attention.base_attention)
empty_initial_state() (in module neuralmonkey.decoders.encoder_projection)
empty_multi_head_loop_state() (in module neuralmonkey.attention.scaled_dot_product)
encoder_attention_sublayer() (neuralmonkey.decoders.transformer.TransformerDecoder method)
encoder_inputs (neuralmonkey.encoders.transformer.TransformerEncoder attribute)
escape_token() (in module neuralmonkey.processors.wordpiece)
evaluate() (neuralmonkey.experiment.Experiment method)
evaluation() (in module neuralmonkey.learning_utils)
Executable (class in neuralmonkey.runners.base_runner)
execute() (neuralmonkey.tf_manager.TensorFlowManager method)
ExecutionResult (class in neuralmonkey.runners.base_runner)
expand_to_beam() (neuralmonkey.decoders.beam_search_decoder.BeamSearchDecoder method)
Experiment (class in neuralmonkey.experiment)
F
f1_score() (neuralmonkey.evaluators.f1_bio.F1Evaluator static method)
F1Evaluator (class in neuralmonkey.evaluators.f1_bio)
FactoredEncoder (class in neuralmonkey.encoders.recurrent)
feed_dict() (neuralmonkey.decoders.autoregressive.AutoregressiveDecoder method)
(neuralmonkey.decoders.classifier.Classifier method)
(neuralmonkey.decoders.ctc_decoder.CTCDecoder method)
(neuralmonkey.decoders.sequence_labeler.SequenceLabeler method)
(neuralmonkey.decoders.sequence_regressor.SequenceRegressor method)
(neuralmonkey.decoders.word_alignment_decoder.WordAlignmentDecoder method)
(neuralmonkey.encoders.cnn_encoder.CNNEncoder method)
(neuralmonkey.encoders.imagenet_encoder.ImageNet method)
(neuralmonkey.encoders.numpy_stateful_filler.SpatialFiller method)
(neuralmonkey.encoders.numpy_stateful_filler.StatefulFiller method)
(neuralmonkey.encoders.raw_rnn_encoder.RawRNNEncoder method)
(neuralmonkey.encoders.sequence_cnn_encoder.SequenceCNNEncoder method)
(neuralmonkey.model.model_part.ModelPart method)
(neuralmonkey.model.sequence.EmbeddedFactorSequence method)
feedables (neuralmonkey.decoders.autoregressive.LoopState attribute)
feedforward_sublayer() (neuralmonkey.decoders.transformer.TransformerDecoder method)
(neuralmonkey.encoders.transformer.TransformerEncoder method)
finalize_loop() (neuralmonkey.attention.base_attention.BaseAttention method)
(neuralmonkey.attention.combination.FlatMultiAttention method)
(neuralmonkey.attention.combination.HierarchicalMultiAttention method)
(neuralmonkey.attention.feed_forward.Attention method)
(neuralmonkey.attention.scaled_dot_product.MultiHeadAttention method)
(neuralmonkey.attention.stateful_context.StatefulContext method)
(neuralmonkey.decoders.autoregressive.AutoregressiveDecoder method)
(neuralmonkey.decoders.decoder.Decoder method)
finished (neuralmonkey.decoders.autoregressive.DecoderFeedables attribute)
(neuralmonkey.decoders.beam_search_decoder.SearchState attribute)
FlatMultiAttention (class in neuralmonkey.attention.combination)
FloatVectorReader() (in module neuralmonkey.readers.string_vector_reader)
from_dataset() (in module neuralmonkey.vocabulary)
from_file() (in module neuralmonkey.vocabulary)
from_file_list() (in module neuralmonkey.readers.numpy_reader)
from_files() (in module neuralmonkey.dataset.helpers)
from_nematus_json() (in module neuralmonkey.vocabulary)
from_t2t_vocabulary() (in module neuralmonkey.vocabulary)
from_wordlist() (in module neuralmonkey.vocabulary)
G
gather_flat() (in module neuralmonkey.tf_utils)
GenericTrainer (class in neuralmonkey.trainers.generic_trainer)
GermanPostprocessor (class in neuralmonkey.processors.german)
GermanPreprocessor (class in neuralmonkey.processors.german)
get_alexnet() (in module neuralmonkey.encoders.imagenet_encoder)
get_attention_mask() (in module neuralmonkey.attention.base_attention)
get_attention_states() (in module neuralmonkey.attention.base_attention)
get_body() (neuralmonkey.decoders.autoregressive.AutoregressiveDecoder method)
(neuralmonkey.decoders.beam_search_decoder.BeamSearchDecoder method)
(neuralmonkey.decoders.decoder.Decoder method)
(neuralmonkey.decoders.transformer.TransformerDecoder method)
get_current() (neuralmonkey.experiment.Experiment class method)
get_default_tf_manager() (in module neuralmonkey.tf_manager)
get_dependencies() (neuralmonkey.encoders.attentive.AttentiveEncoder method)
(neuralmonkey.encoders.cnn_encoder.CNNTemporalView method)
(neuralmonkey.encoders.pooling.SequencePooling method)
(neuralmonkey.encoders.recurrent.RecurrentEncoder method)
(neuralmonkey.encoders.transformer.TransformerEncoder method)
(neuralmonkey.model.model_part.ModelPart method)
get_encoder_projections() (neuralmonkey.attention.combination.FlatMultiAttention method)
get_energies() (neuralmonkey.attention.coverage.CoverageAttention method)
(neuralmonkey.attention.feed_forward.Attention method)
get_executable() (neuralmonkey.runners.base_runner.BaseRunner method)
(neuralmonkey.runners.beamsearch_runner.BeamSearchRunner method)
(neuralmonkey.runners.label_runner.LabelRunner method)
(neuralmonkey.runners.logits_runner.LogitsRunner method)
(neuralmonkey.runners.perplexity_runner.PerplexityRunner method)
(neuralmonkey.runners.plain_runner.PlainRunner method)
(neuralmonkey.runners.regression_runner.RegressionRunner method)
(neuralmonkey.runners.runner.GreedyRunner method)
(neuralmonkey.runners.tensor_runner.TensorRunner method)
(neuralmonkey.runners.word_alignment_runner.WordAlignmentRunner method)
(neuralmonkey.trainers.generic_trainer.GenericTrainer method)
get_first_match() (in module neuralmonkey.config.parsing)
get_initial_loop_state() (neuralmonkey.decoders.autoregressive.AutoregressiveDecoder method)
(neuralmonkey.decoders.beam_search_decoder.BeamSearchDecoder method)
(neuralmonkey.decoders.decoder.Decoder method)
(neuralmonkey.decoders.transformer.TransformerDecoder method)
get_initializer() (in module neuralmonkey.tf_utils)
(neuralmonkey.experiment.Experiment method)
get_logits() (neuralmonkey.decoders.autoregressive.AutoregressiveDecoder method)
get_path() (neuralmonkey.experiment.Experiment method)
get_resnet_by_type() (in module neuralmonkey.encoders.imagenet_encoder)
get_series() (neuralmonkey.dataset.dataset.Dataset method)
(neuralmonkey.dataset.lazy_dataset.LazyDataset method)
get_shape_list() (in module neuralmonkey.tf_utils)
get_state_shape_invariants() (in module neuralmonkey.tf_utils)
get_string_vector_reader() (in module neuralmonkey.readers.string_vector_reader)
get_unk_sampled_word_index() (neuralmonkey.vocabulary.Vocabulary method)
get_variable() (in module neuralmonkey.tf_utils)
get_vgg_by_type() (in module neuralmonkey.encoders.imagenet_encoder)
get_word_index() (neuralmonkey.vocabulary.Vocabulary method)
get_wordpiece_preprocessor() (in module neuralmonkey.processors.wordpiece)
gleu() (neuralmonkey.evaluators.gleu.GLEUEvaluator static method)
GLEUEvaluator (class in neuralmonkey.evaluators.gleu)
glu() (in module neuralmonkey.nn.projection)
gradients (neuralmonkey.trainers.generic_trainer.Objective attribute)
GreedyRunExecutable (class in neuralmonkey.runners.runner)
GreedyRunner (class in neuralmonkey.runners.runner)
H
has_series() (neuralmonkey.dataset.dataset.Dataset method)
(neuralmonkey.dataset.lazy_dataset.LazyDataset method)
head_weights (neuralmonkey.attention.namedtuples.MultiHeadLoopState attribute)
hidden_features (neuralmonkey.attention.feed_forward.Attention attribute)
HierarchicalLoopState (class in neuralmonkey.attention.namedtuples)
HierarchicalMultiAttention (class in neuralmonkey.attention.combination)
highway() (in module neuralmonkey.nn.highway)
highway_layer (neuralmonkey.encoders.sentence_cnn_encoder.SentenceCNNEncoder attribute)
histogram_summaries (neuralmonkey.runners.base_runner.ExecutionResult attribute)
histories (neuralmonkey.attention.base_attention.BaseAttention attribute)
(neuralmonkey.decoders.autoregressive.LoopState attribute)
I
ignore_argument() (neuralmonkey.config.configuration.Configuration method)
image_input (neuralmonkey.encoders.cnn_encoder.CNNEncoder attribute)
image_mask (neuralmonkey.encoders.cnn_encoder.CNNEncoder attribute)
image_processing_layers (neuralmonkey.encoders.cnn_encoder.CNNEncoder attribute)
image_reader() (in module neuralmonkey.readers.image_reader)
image_size (neuralmonkey.encoders.imagenet_encoder.ImageNetSpec attribute)
image_summaries (neuralmonkey.runners.base_runner.ExecutionResult attribute)
ImageNet (class in neuralmonkey.encoders.imagenet_encoder)
imagenet_reader() (in module neuralmonkey.readers.image_reader)
ImageNetSpec (class in neuralmonkey.encoders.imagenet_encoder)
init_saving() (neuralmonkey.tf_manager.TensorFlowManager method)
initial_loop_state() (neuralmonkey.attention.base_attention.BaseAttention method)
(neuralmonkey.attention.combination.FlatMultiAttention method)
(neuralmonkey.attention.combination.HierarchicalMultiAttention method)
(neuralmonkey.attention.feed_forward.Attention method)
(neuralmonkey.attention.scaled_dot_product.MultiHeadAttention method)
(neuralmonkey.attention.stateful_context.StatefulContext method)
initial_state (neuralmonkey.decoders.decoder.Decoder attribute)
initialize_model_parts() (neuralmonkey.tf_manager.TensorFlowManager method)
initialize_vocabulary() (in module neuralmonkey.vocabulary)
input_image (neuralmonkey.encoders.imagenet_encoder.ImageNet attribute)
input_mask (neuralmonkey.decoders.transformer.TransformerHistories attribute)
input_plus_attention() (neuralmonkey.decoders.decoder.Decoder method)
input_symbol (neuralmonkey.decoders.autoregressive.DecoderFeedables attribute)
inputs (neuralmonkey.model.sequence.EmbeddedSequence attribute)
instantiate_class() (in module neuralmonkey.config.builder)
IntVectorReader() (in module neuralmonkey.readers.string_vector_reader)
inverse_sigmoid_decay() (in module neuralmonkey.functions)
K
key_projection_matrix (neuralmonkey.attention.feed_forward.Attention attribute)
L
LabelRunExecutable (class in neuralmonkey.runners.label_runner)
LabelRunner (class in neuralmonkey.runners.label_runner)
last_dec_loop_state (neuralmonkey.decoders.beam_search_decoder.BeamSearchOutput attribute)
last_search_state (neuralmonkey.decoders.beam_search_decoder.BeamSearchOutput attribute)
last_search_step_output (neuralmonkey.decoders.beam_search_decoder.BeamSearchOutput attribute)
layer() (neuralmonkey.decoders.transformer.TransformerDecoder method)
(neuralmonkey.encoders.transformer.TransformerEncoder method)
layer_norm() (in module neuralmonkey.tf_utils)
LazyDataset (class in neuralmonkey.dataset.lazy_dataset)
lengths (neuralmonkey.decoders.beam_search_decoder.SearchState attribute)
(neuralmonkey.model.stateful.TemporalStateful attribute)
linear_encoder_projection() (in module neuralmonkey.decoders.encoder_projection)
load() (neuralmonkey.model.model_part.ModelPart method)
load_dataset_from_files() (in module neuralmonkey.dataset.helpers)
load_file() (neuralmonkey.config.configuration.Configuration method)
load_runtime_config() (in module neuralmonkey.run)
load_variables() (neuralmonkey.experiment.Experiment method)
log() (in module neuralmonkey.logging)
(neuralmonkey.logging.Logging static method)
log_file (neuralmonkey.logging.Logging attribute)
log_print() (in module neuralmonkey.logging)
(neuralmonkey.logging.Logging static method)
log_sample() (neuralmonkey.vocabulary.Vocabulary method)
Logging (class in neuralmonkey.logging)
logits (neuralmonkey.decoders.autoregressive.DecoderHistories attribute)
(neuralmonkey.decoders.ctc_decoder.CTCDecoder attribute)
(neuralmonkey.decoders.sequence_labeler.SequenceLabeler attribute)
LogitsExecutable (class in neuralmonkey.runners.logits_runner)
LogitsRunner (class in neuralmonkey.runners.logits_runner)
logprob_sum (neuralmonkey.decoders.beam_search_decoder.SearchState attribute)
logprobs (neuralmonkey.decoders.sequence_labeler.SequenceLabeler attribute)
loop_continue_criterion() (neuralmonkey.decoders.autoregressive.AutoregressiveDecoder method)
(neuralmonkey.decoders.beam_search_decoder.BeamSearchDecoder method)
loop_state (neuralmonkey.attention.namedtuples.HierarchicalLoopState attribute)
LoopState (class in neuralmonkey.decoders.autoregressive)
loss (neuralmonkey.trainers.generic_trainer.Objective attribute)
loss_names (neuralmonkey.runners.base_runner.BaseRunner attribute)
(neuralmonkey.runners.beamsearch_runner.BeamSearchRunner attribute)
(neuralmonkey.runners.label_runner.LabelRunner attribute)
(neuralmonkey.runners.logits_runner.LogitsRunner attribute)
(neuralmonkey.runners.perplexity_runner.PerplexityRunner attribute)
(neuralmonkey.runners.plain_runner.PlainRunner attribute)
(neuralmonkey.runners.regression_runner.RegressionRunner attribute)
(neuralmonkey.runners.runner.GreedyRunner attribute)
(neuralmonkey.runners.tensor_runner.TensorRunner attribute)
(neuralmonkey.runners.word_alignment_runner.WordAlignmentRunner attribute)
loss_with_decoded_ins (neuralmonkey.decoders.classifier.Classifier attribute)
loss_with_gt_ins (neuralmonkey.decoders.classifier.Classifier attribute)
losses (neuralmonkey.runners.base_runner.ExecutionResult attribute)
M
main() (in module neuralmonkey.run)
(in module neuralmonkey.train)
make_namespace() (neuralmonkey.config.configuration.Configuration method)
mask (neuralmonkey.decoders.autoregressive.DecoderHistories attribute)
mask_energies() (in module neuralmonkey.attention.scaled_dot_product)
mask_future() (in module neuralmonkey.attention.scaled_dot_product)
maxout() (in module neuralmonkey.nn.projection)
maxout_output() (in module neuralmonkey.decoders.output_projection)
maybe_get_series() (neuralmonkey.dataset.dataset.Dataset method)
(neuralmonkey.dataset.lazy_dataset.LazyDataset method)
MeanSquaredErrorEvaluator (class in neuralmonkey.evaluators.mse)
merge_max_counters() (neuralmonkey.evaluators.bleu.BLEUEvaluator static method)
minimum_reference_length() (neuralmonkey.evaluators.bleu.BLEUEvaluator static method)
mlp_output() (in module neuralmonkey.decoders.output_projection)
modality_matrix (neuralmonkey.encoders.transformer.TransformerEncoder attribute)
model (neuralmonkey.experiment.Experiment attribute)
ModelPart (class in neuralmonkey.model.model_part)
modified_ngram_precision() (neuralmonkey.evaluators.bleu.BLEUEvaluator static method)
MultEvalWrapper (class in neuralmonkey.evaluators.multeval)
MultiAttention (class in neuralmonkey.attention.combination)
MultiHeadAttention (class in neuralmonkey.attention.scaled_dot_product)
MultiHeadLoopState (class in neuralmonkey.attention.namedtuples)
multilayer_projection() (in module neuralmonkey.nn.projection)
MultilayerPerceptron (class in neuralmonkey.nn.mlp)
N
name (neuralmonkey.model.model_part.ModelPart attribute)
(neuralmonkey.trainers.generic_trainer.Objective attribute)
nematus_output() (in module neuralmonkey.decoders.output_projection)
nematus_projection() (in module neuralmonkey.decoders.encoder_projection)
NematusGRUCell (class in neuralmonkey.nn.ortho_gru_cell)
neuralmonkey (module)
,
[1]
neuralmonkey.attention (module)
neuralmonkey.attention.base_attention (module)
neuralmonkey.attention.combination (module)
neuralmonkey.attention.coverage (module)
neuralmonkey.attention.feed_forward (module)
neuralmonkey.attention.namedtuples (module)
neuralmonkey.attention.scaled_dot_product (module)
neuralmonkey.attention.stateful_context (module)
neuralmonkey.checking (module)
neuralmonkey.checkpython (module)
neuralmonkey.config (module)
neuralmonkey.config.builder (module)
neuralmonkey.config.configuration (module)
neuralmonkey.config.exceptions (module)
neuralmonkey.config.parsing (module)
neuralmonkey.dataset (module)
neuralmonkey.dataset.dataset (module)
neuralmonkey.dataset.helpers (module)
neuralmonkey.dataset.lazy_dataset (module)
neuralmonkey.decoders (module)
neuralmonkey.decoders.autoregressive (module)
neuralmonkey.decoders.beam_search_decoder (module)
neuralmonkey.decoders.classifier (module)
neuralmonkey.decoders.ctc_decoder (module)
neuralmonkey.decoders.decoder (module)
neuralmonkey.decoders.encoder_projection (module)
neuralmonkey.decoders.output_projection (module)
neuralmonkey.decoders.sequence_labeler (module)
neuralmonkey.decoders.sequence_regressor (module)
neuralmonkey.decoders.transformer (module)
neuralmonkey.decoders.word_alignment_decoder (module)
neuralmonkey.decorators (module)
neuralmonkey.encoders (module)
neuralmonkey.encoders.attentive (module)
neuralmonkey.encoders.cnn_encoder (module)
neuralmonkey.encoders.facebook_conv (module)
neuralmonkey.encoders.imagenet_encoder (module)
neuralmonkey.encoders.numpy_stateful_filler (module)
neuralmonkey.encoders.pooling (module)
neuralmonkey.encoders.raw_rnn_encoder (module)
neuralmonkey.encoders.recurrent (module)
neuralmonkey.encoders.sentence_cnn_encoder (module)
neuralmonkey.encoders.sequence_cnn_encoder (module)
neuralmonkey.encoders.transformer (module)
neuralmonkey.evaluators.accuracy (module)
neuralmonkey.evaluators.average (module)
neuralmonkey.evaluators.beer (module)
neuralmonkey.evaluators.bleu (module)
neuralmonkey.evaluators.chrf (module)
neuralmonkey.evaluators.edit_distance (module)
neuralmonkey.evaluators.f1_bio (module)
neuralmonkey.evaluators.gleu (module)
neuralmonkey.evaluators.mse (module)
neuralmonkey.evaluators.multeval (module)
neuralmonkey.evaluators.ter (module)
neuralmonkey.evaluators.wer (module)
neuralmonkey.experiment (module)
neuralmonkey.functions (module)
neuralmonkey.learning_utils (module)
neuralmonkey.logging (module)
neuralmonkey.model (module)
neuralmonkey.model.gradient_blocking (module)
neuralmonkey.model.model_part (module)
neuralmonkey.model.sequence (module)
neuralmonkey.model.stateful (module)
neuralmonkey.nn (module)
neuralmonkey.nn.highway (module)
neuralmonkey.nn.mlp (module)
neuralmonkey.nn.noisy_gru_cell (module)
neuralmonkey.nn.ortho_gru_cell (module)
neuralmonkey.nn.pervasive_dropout_wrapper (module)
neuralmonkey.nn.projection (module)
neuralmonkey.nn.utils (module)
neuralmonkey.processors (module)
neuralmonkey.processors.alignment (module)
neuralmonkey.processors.bpe (module)
neuralmonkey.processors.editops (module)
neuralmonkey.processors.german (module)
neuralmonkey.processors.helpers (module)
neuralmonkey.processors.speech (module)
neuralmonkey.processors.wordpiece (module)
neuralmonkey.readers (module)
neuralmonkey.readers.audio_reader (module)
neuralmonkey.readers.image_reader (module)
neuralmonkey.readers.numpy_reader (module)
neuralmonkey.readers.plain_text_reader (module)
neuralmonkey.readers.string_vector_reader (module)
neuralmonkey.run (module)
neuralmonkey.runners (module)
neuralmonkey.runners.base_runner (module)
neuralmonkey.runners.beamsearch_runner (module)
neuralmonkey.runners.label_runner (module)
neuralmonkey.runners.logits_runner (module)
neuralmonkey.runners.perplexity_runner (module)
neuralmonkey.runners.plain_runner (module)
neuralmonkey.runners.regression_runner (module)
neuralmonkey.runners.runner (module)
neuralmonkey.runners.tensor_runner (module)
neuralmonkey.runners.word_alignment_runner (module)
neuralmonkey.tests (module)
neuralmonkey.tests.test_bleu (module)
neuralmonkey.tests.test_config (module)
neuralmonkey.tests.test_dataset (module)
neuralmonkey.tests.test_decoder (module)
neuralmonkey.tests.test_encoders_init (module)
neuralmonkey.tests.test_eval_wrappers (module)
neuralmonkey.tests.test_functions (module)
neuralmonkey.tests.test_model_part (module)
neuralmonkey.tests.test_nn_utils (module)
neuralmonkey.tests.test_readers (module)
neuralmonkey.tests.test_ter (module)
neuralmonkey.tests.test_vocabulary (module)
neuralmonkey.tests.test_wordpiece (module)
neuralmonkey.tf_manager (module)
neuralmonkey.tf_utils (module)
neuralmonkey.train (module)
neuralmonkey.trainers (module)
neuralmonkey.trainers.cross_entropy_trainer (module)
neuralmonkey.trainers.generic_trainer (module)
neuralmonkey.trainers.rl_trainer (module)
neuralmonkey.trainers.self_critical_objective (module)
neuralmonkey.vocabulary (module)
next_to_execute() (neuralmonkey.runners.base_runner.Executable method)
(neuralmonkey.runners.beamsearch_runner.BeamSearchExecutable method)
(neuralmonkey.runners.label_runner.LabelRunExecutable method)
(neuralmonkey.runners.logits_runner.LogitsExecutable method)
(neuralmonkey.runners.perplexity_runner.PerplexityExecutable method)
(neuralmonkey.runners.plain_runner.PlainExecutable method)
(neuralmonkey.runners.regression_runner.RegressionRunExecutable method)
(neuralmonkey.runners.runner.GreedyRunExecutable method)
(neuralmonkey.runners.tensor_runner.TensorExecutable method)
(neuralmonkey.runners.word_alignment_runner.WordAlignmentRunnerExecutable method)
(neuralmonkey.trainers.generic_trainer.TrainExecutable method)
ngram_counts() (neuralmonkey.evaluators.bleu.BLEUEvaluator static method)
noam_decay() (in module neuralmonkey.functions)
noisy_activation() (in module neuralmonkey.nn.noisy_gru_cell)
noisy_sigmoid() (in module neuralmonkey.nn.noisy_gru_cell)
noisy_tanh() (in module neuralmonkey.nn.noisy_gru_cell)
NoisyGRUCell (class in neuralmonkey.nn.noisy_gru_cell)
nonlinear_output() (in module neuralmonkey.decoders.output_projection)
notice() (in module neuralmonkey.logging)
(neuralmonkey.logging.Logging static method)
numpy_file_list_reader() (in module neuralmonkey.readers.numpy_reader)
O
Objective (class in neuralmonkey.trainers.generic_trainer)
ObjectRef (class in neuralmonkey.config.builder)
order_embeddings (neuralmonkey.encoders.facebook_conv.SentenceEncoder attribute)
ordered_embedded_inputs (neuralmonkey.encoders.facebook_conv.SentenceEncoder attribute)
orthogonal_initializer() (in module neuralmonkey.nn.ortho_gru_cell)
OrthoGRUCell (class in neuralmonkey.nn.ortho_gru_cell)
output (neuralmonkey.encoders.attentive.AttentiveEncoder attribute)
(neuralmonkey.encoders.cnn_encoder.CNNEncoder attribute)
(neuralmonkey.encoders.cnn_encoder.CNNTemporalView attribute)
(neuralmonkey.encoders.facebook_conv.SentenceEncoder attribute)
(neuralmonkey.encoders.imagenet_encoder.ImageNet attribute)
(neuralmonkey.encoders.numpy_stateful_filler.SpatialFiller attribute)
(neuralmonkey.encoders.numpy_stateful_filler.StatefulFiller attribute)
(neuralmonkey.encoders.pooling.SequenceAveragePooling attribute)
(neuralmonkey.encoders.pooling.SequenceMaxPooling attribute)
(neuralmonkey.encoders.raw_rnn_encoder.RawRNNEncoder attribute)
(neuralmonkey.encoders.recurrent.RecurrentEncoder attribute)
(neuralmonkey.encoders.sentence_cnn_encoder.SentenceCNNEncoder attribute)
(neuralmonkey.encoders.sequence_cnn_encoder.SequenceCNNEncoder attribute)
(neuralmonkey.encoders.transformer.TransformerEncoder attribute)
(neuralmonkey.model.gradient_blocking.StatefulView attribute)
(neuralmonkey.model.stateful.Stateful attribute)
output_dimension (neuralmonkey.decoders.autoregressive.AutoregressiveDecoder attribute)
(neuralmonkey.decoders.decoder.Decoder attribute)
(neuralmonkey.decoders.transformer.TransformerDecoder attribute)
output_size (neuralmonkey.nn.noisy_gru_cell.NoisyGRUCell attribute)
(neuralmonkey.nn.pervasive_dropout_wrapper.PervasiveDropoutWrapper attribute)
outputs (neuralmonkey.decoders.autoregressive.DecoderHistories attribute)
(neuralmonkey.runners.base_runner.ExecutionResult attribute)
P
parse_file() (in module neuralmonkey.config.parsing)
ParseError
partial_transpose() (in module neuralmonkey.tf_utils)
PerplexityExecutable (class in neuralmonkey.runners.perplexity_runner)
PerplexityRunner (class in neuralmonkey.runners.perplexity_runner)
PervasiveDropoutWrapper (class in neuralmonkey.nn.pervasive_dropout_wrapper)
piecewise_function() (in module neuralmonkey.functions)
pipeline() (in module neuralmonkey.processors.helpers)
plain_convolution() (in module neuralmonkey.encoders.cnn_encoder)
PlainExecutable (class in neuralmonkey.runners.plain_runner)
PlainRunner (class in neuralmonkey.runners.plain_runner)
pooling() (in module neuralmonkey.encoders.cnn_encoder)
position_signal() (in module neuralmonkey.encoders.transformer)
Postprocess (class in neuralmonkey.processors.editops)
postprocess_char_based() (in module neuralmonkey.processors.helpers)
predictions (neuralmonkey.decoders.sequence_regressor.SequenceRegressor attribute)
prepare_results() (neuralmonkey.runners.beamsearch_runner.BeamSearchExecutable method)
Preprocess (class in neuralmonkey.processors.editops)
preprocess_char_based() (in module neuralmonkey.processors.helpers)
prev_contexts (neuralmonkey.decoders.decoder.RNNFeedables attribute)
prev_logits (neuralmonkey.decoders.autoregressive.DecoderFeedables attribute)
prev_logprobs (neuralmonkey.decoders.beam_search_decoder.SearchState attribute)
prev_rnn_output (neuralmonkey.decoders.decoder.RNNFeedables attribute)
prev_rnn_state (neuralmonkey.decoders.decoder.RNNFeedables attribute)
print_final_evaluation() (in module neuralmonkey.learning_utils)
print_header() (neuralmonkey.logging.Logging static method)
projection_bias_vector (neuralmonkey.attention.feed_forward.Attention attribute)
Q
query_projection_matrix (neuralmonkey.attention.feed_forward.Attention attribute)
R
ratio() (neuralmonkey.evaluators.edit_distance.EditDistanceEvaluator static method)
RawRNNEncoder (class in neuralmonkey.encoders.raw_rnn_encoder)
reconstruct() (in module neuralmonkey.processors.editops)
RecurrentEncoder (class in neuralmonkey.encoders.recurrent)
reduce_execution_results() (in module neuralmonkey.runners.base_runner)
ref_alignment (neuralmonkey.decoders.word_alignment_decoder.WordAlignmentDecoder attribute)
RegressionRunExecutable (class in neuralmonkey.runners.regression_runner)
RegressionRunner (class in neuralmonkey.runners.regression_runner)
reinforce_score() (in module neuralmonkey.trainers.self_critical_objective)
RepresentationRunner (class in neuralmonkey.runners.tensor_runner)
residual_block() (in module neuralmonkey.encoders.cnn_encoder)
restore() (neuralmonkey.tf_manager.TensorFlowManager method)
restore_best_vars() (neuralmonkey.tf_manager.TensorFlowManager method)
rl_objective() (in module neuralmonkey.trainers.rl_trainer)
rnn (neuralmonkey.encoders.recurrent.DeepSentenceEncoder attribute)
(neuralmonkey.encoders.recurrent.RecurrentEncoder attribute)
rnn_cells() (neuralmonkey.encoders.sentence_cnn_encoder.SentenceCNNEncoder method)
rnn_input (neuralmonkey.encoders.recurrent.RecurrentEncoder attribute)
rnn_layer() (in module neuralmonkey.encoders.recurrent)
RNNFeedables (class in neuralmonkey.decoders.decoder)
RNNHistories (class in neuralmonkey.decoders.decoder)
RNNSpec (class in neuralmonkey.encoders.recurrent)
run_model() (neuralmonkey.experiment.Experiment method)
run_on_dataset() (in module neuralmonkey.learning_utils)
runtime_logits (neuralmonkey.decoders.autoregressive.AutoregressiveDecoder attribute)
runtime_logprobs (neuralmonkey.decoders.autoregressive.AutoregressiveDecoder attribute)
(neuralmonkey.decoders.classifier.Classifier attribute)
runtime_loop_result (neuralmonkey.decoders.autoregressive.AutoregressiveDecoder attribute)
runtime_loss (neuralmonkey.decoders.autoregressive.AutoregressiveDecoder attribute)
(neuralmonkey.decoders.classifier.Classifier attribute)
(neuralmonkey.decoders.ctc_decoder.CTCDecoder attribute)
(neuralmonkey.decoders.sequence_labeler.SequenceLabeler attribute)
(neuralmonkey.decoders.sequence_regressor.SequenceRegressor attribute)
runtime_mask (neuralmonkey.decoders.autoregressive.AutoregressiveDecoder attribute)
runtime_output_states (neuralmonkey.decoders.autoregressive.AutoregressiveDecoder attribute)
runtime_xents (neuralmonkey.decoders.autoregressive.AutoregressiveDecoder attribute)
S
save() (neuralmonkey.model.model_part.ModelPart method)
(neuralmonkey.tf_manager.TensorFlowManager method)
save_file() (neuralmonkey.config.configuration.Configuration method)
save_git_info() (in module neuralmonkey.experiment)
save_wordlist() (neuralmonkey.vocabulary.Vocabulary method)
scalar_summaries (neuralmonkey.runners.base_runner.ExecutionResult attribute)
ScaledDotProdAttention (class in neuralmonkey.attention.scaled_dot_product)
scope (neuralmonkey.encoders.imagenet_encoder.ImageNetSpec attribute)
scores (neuralmonkey.decoders.beam_search_decoder.SearchResults attribute)
search_results (neuralmonkey.decoders.beam_search_decoder.BeamSearchDecoder attribute)
(neuralmonkey.decoders.beam_search_decoder.BeamSearchLoopState attribute)
search_state (neuralmonkey.decoders.beam_search_decoder.BeamSearchDecoder attribute)
(neuralmonkey.decoders.beam_search_decoder.BeamSearchLoopState attribute)
SearchResults (class in neuralmonkey.decoders.beam_search_decoder)
SearchState (class in neuralmonkey.decoders.beam_search_decoder)
self_attention_sublayer() (neuralmonkey.decoders.transformer.TransformerDecoder method)
(neuralmonkey.encoders.transformer.TransformerEncoder method)
self_critical_objective() (in module neuralmonkey.trainers.self_critical_objective)
sentence_bleu() (in module neuralmonkey.trainers.self_critical_objective)
sentence_gleu() (in module neuralmonkey.trainers.self_critical_objective)
SentenceCNNEncoder (class in neuralmonkey.encoders.sentence_cnn_encoder)
SentenceEncoder (class in neuralmonkey.encoders.facebook_conv)
(class in neuralmonkey.encoders.recurrent)
sentences_to_tensor() (neuralmonkey.vocabulary.Vocabulary method)
Sequence (class in neuralmonkey.model.sequence)
SequenceAveragePooling (class in neuralmonkey.encoders.pooling)
SequenceCNNEncoder (class in neuralmonkey.encoders.sequence_cnn_encoder)
SequenceLabeler (class in neuralmonkey.decoders.sequence_labeler)
SequenceMaxPooling (class in neuralmonkey.encoders.pooling)
SequencePooling (class in neuralmonkey.encoders.pooling)
SequenceRegressor (class in neuralmonkey.decoders.sequence_regressor)
serialize_to_bytes() (neuralmonkey.evaluators.beer.BeerWrapper method)
(neuralmonkey.evaluators.multeval.MultEvalWrapper method)
series_ids (neuralmonkey.dataset.dataset.Dataset attribute)
(neuralmonkey.dataset.lazy_dataset.LazyDataset attribute)
sessions (neuralmonkey.tf_manager.TensorFlowManager attribute)
set_line() (neuralmonkey.config.exceptions.ParseError method)
set_log_file() (neuralmonkey.logging.Logging static method)
setUp() (neuralmonkey.tests.test_eval_wrappers.TestAccuracyEvaluator method)
(neuralmonkey.tests.test_readers.TestStringVectorReader method)
(neuralmonkey.tests.test_readers.TestT2TReader method)
setUpClass() (neuralmonkey.tests.test_wordpiece.TestWordpieces class method)
shuffle() (neuralmonkey.dataset.dataset.Dataset method)
(neuralmonkey.dataset.lazy_dataset.LazyDataset method)
similarity_bias_vector (neuralmonkey.attention.feed_forward.Attention attribute)
single_image_for_imagenet() (in module neuralmonkey.readers.image_reader)
single_tensor() (in module neuralmonkey.readers.numpy_reader)
size (neuralmonkey.encoders.recurrent.RNNSpec attribute)
softmax (neuralmonkey.nn.mlp.MultilayerPerceptron attribute)
spatial_mask (neuralmonkey.encoders.cnn_encoder.CNNEncoder attribute)
(neuralmonkey.encoders.imagenet_encoder.ImageNet attribute)
(neuralmonkey.encoders.numpy_stateful_filler.SpatialFiller attribute)
(neuralmonkey.model.gradient_blocking.SpatialStatefulView attribute)
(neuralmonkey.model.stateful.SpatialStateful attribute)
spatial_states (neuralmonkey.encoders.cnn_encoder.CNNEncoder attribute)
(neuralmonkey.encoders.imagenet_encoder.ImageNet attribute)
(neuralmonkey.encoders.numpy_stateful_filler.SpatialFiller attribute)
(neuralmonkey.model.gradient_blocking.SpatialStatefulView attribute)
(neuralmonkey.model.stateful.SpatialStateful attribute)
SpatialFiller (class in neuralmonkey.encoders.numpy_stateful_filler)
SpatialStateful (class in neuralmonkey.model.stateful)
SpatialStatefulView (class in neuralmonkey.model.gradient_blocking)
SpatialStatefulWithOutput (class in neuralmonkey.model.stateful)
SpatialStatefulWithOutputView (class in neuralmonkey.model.gradient_blocking)
SpeechFeaturesPreprocessor() (in module neuralmonkey.processors.speech)
split_for_heads() (in module neuralmonkey.attention.scaled_dot_product)
state_size (neuralmonkey.attention.feed_forward.Attention attribute)
(neuralmonkey.attention.stateful_context.StatefulContext attribute)
(neuralmonkey.nn.noisy_gru_cell.NoisyGRUCell attribute)
(neuralmonkey.nn.pervasive_dropout_wrapper.PervasiveDropoutWrapper attribute)
Stateful (class in neuralmonkey.model.stateful)
StatefulContext (class in neuralmonkey.attention.stateful_context)
StatefulFiller (class in neuralmonkey.encoders.numpy_stateful_filler)
StatefulView (class in neuralmonkey.model.gradient_blocking)
step (neuralmonkey.decoders.autoregressive.DecoderFeedables attribute)
strict_mode (neuralmonkey.logging.Logging attribute)
string_reader() (in module neuralmonkey.readers.plain_text_reader)
subset() (neuralmonkey.dataset.dataset.Dataset method)
(neuralmonkey.dataset.lazy_dataset.LazyDataset method)
T
t2t_tokenized_text_reader() (in module neuralmonkey.readers.plain_text_reader)
T2TReader() (in module neuralmonkey.readers.plain_text_reader)
target (neuralmonkey.config.builder.ObjectRef attribute)
target_modality_embedding (neuralmonkey.encoders.transformer.TransformerEncoder attribute)
tb_embedding_visualization() (neuralmonkey.model.sequence.EmbeddedFactorSequence method)
tearDown() (neuralmonkey.tests.test_readers.TestStringVectorReader method)
temporal_mask (neuralmonkey.encoders.attentive.AttentiveEncoder attribute)
(neuralmonkey.encoders.cnn_encoder.CNNTemporalView attribute)
(neuralmonkey.encoders.facebook_conv.SentenceEncoder attribute)
(neuralmonkey.encoders.raw_rnn_encoder.RawRNNEncoder attribute)
(neuralmonkey.encoders.recurrent.RecurrentEncoder attribute)
(neuralmonkey.encoders.sentence_cnn_encoder.SentenceCNNEncoder attribute)
(neuralmonkey.encoders.transformer.TransformerEncoder attribute)
(neuralmonkey.encoders.transformer.TransformerLayer attribute)
(neuralmonkey.model.gradient_blocking.TemporalStatefulView attribute)
(neuralmonkey.model.sequence.EmbeddedFactorSequence attribute)
(neuralmonkey.model.stateful.TemporalStateful attribute)
temporal_states (neuralmonkey.encoders.attentive.AttentiveEncoder attribute)
(neuralmonkey.encoders.cnn_encoder.CNNTemporalView attribute)
(neuralmonkey.encoders.facebook_conv.SentenceEncoder attribute)
(neuralmonkey.encoders.raw_rnn_encoder.RawRNNEncoder attribute)
(neuralmonkey.encoders.recurrent.RecurrentEncoder attribute)
(neuralmonkey.encoders.sentence_cnn_encoder.SentenceCNNEncoder attribute)
(neuralmonkey.encoders.transformer.TransformerEncoder attribute)
(neuralmonkey.encoders.transformer.TransformerLayer attribute)
(neuralmonkey.model.gradient_blocking.TemporalStatefulView attribute)
(neuralmonkey.model.sequence.EmbeddedFactorSequence attribute)
(neuralmonkey.model.stateful.TemporalStateful attribute)
TemporalStateful (class in neuralmonkey.model.stateful)
TemporalStatefulView (class in neuralmonkey.model.gradient_blocking)
TemporalStatefulWithOutput (class in neuralmonkey.model.stateful)
TemporalStatefulWithOutputView (class in neuralmonkey.model.gradient_blocking)
tensor() (in module neuralmonkey.decorators)
TensorExecutable (class in neuralmonkey.runners.tensor_runner)
TensorFlowManager (class in neuralmonkey.tf_manager)
TensorRunner (class in neuralmonkey.runners.tensor_runner)
TEREvaluator (class in neuralmonkey.evaluators.ter)
Test (class in neuralmonkey.tests.test_model_part)
test_all_words_in() (neuralmonkey.tests.test_vocabulary.TestVocabulary method)
test_beer() (neuralmonkey.tests.test_eval_wrappers.TestExternalEvaluators method)
test_bleu() (neuralmonkey.tests.test_bleu.TestBLEU method)
test_cell_type() (neuralmonkey.tests.test_decoder.TestDecoder method)
test_columns() (neuralmonkey.tests.test_readers.TestStringVectorReader method)
test_count_fail() (neuralmonkey.tests.test_vocabulary.TestVocabulary method)
test_dropout() (neuralmonkey.tests.test_decoder.TestDecoder method)
test_embedding_size() (neuralmonkey.tests.test_decoder.TestDecoder method)
test_empty_decoded() (neuralmonkey.tests.test_bleu.TestBLEU method)
(neuralmonkey.tests.test_ter.TestBLEU method)
test_empty_reference() (neuralmonkey.tests.test_bleu.TestBLEU method)
(neuralmonkey.tests.test_ter.TestBLEU method)
test_empty_sentence() (neuralmonkey.tests.test_bleu.TestBLEU method)
(neuralmonkey.tests.test_ter.TestBLEU method)
test_f1() (neuralmonkey.tests.test_eval_wrappers.TestExternalEvaluators method)
test_gleu() (neuralmonkey.tests.test_eval_wrappers.TestExternalEvaluators method)
test_glob() (neuralmonkey.tests.test_dataset.TestDataset method)
test_identical() (neuralmonkey.tests.test_bleu.TestBLEU method)
(neuralmonkey.tests.test_ter.TestBLEU method)
test_init() (neuralmonkey.tests.test_decoder.TestDecoder method)
test_invalid_keep_prob() (neuralmonkey.tests.test_nn_utils.TestDropout method)
test_keep_prob() (neuralmonkey.tests.test_nn_utils.TestDropout method)
test_lazy_dataset() (neuralmonkey.tests.test_dataset.TestDataset method)
test_make_wordpieces() (neuralmonkey.tests.test_wordpiece.TestWordpieces method)
test_max_output_len() (neuralmonkey.tests.test_decoder.TestDecoder method)
test_min_freq() (neuralmonkey.tests.test_vocabulary.TestVocabulary method)
test_multeval_bleu() (neuralmonkey.tests.test_eval_wrappers.TestExternalEvaluators method)
test_multeval_meteor() (neuralmonkey.tests.test_eval_wrappers.TestExternalEvaluators method)
test_multeval_ter() (neuralmonkey.tests.test_eval_wrappers.TestExternalEvaluators method)
test_nonexistent_file() (neuralmonkey.tests.test_dataset.TestDataset method)
test_padding() (neuralmonkey.tests.test_vocabulary.TestVocabulary method)
test_parse_value_float() (neuralmonkey.tests.test_config.TestParsing method)
test_parse_value_int() (neuralmonkey.tests.test_config.TestParsing method)
test_parse_value_string() (neuralmonkey.tests.test_config.TestParsing method)
test_piecewise_constant() (neuralmonkey.tests.test_functions.TestPiecewiseFunction method)
test_postprocess_ok() (neuralmonkey.tests.test_wordpiece.TestWordpieces method)
test_postprocess_split() (neuralmonkey.tests.test_wordpiece.TestWordpieces method)
test_postprocess_unk() (neuralmonkey.tests.test_wordpiece.TestWordpieces method)
test_preprocess_ok() (neuralmonkey.tests.test_wordpiece.TestWordpieces method)
test_preprocess_split() (neuralmonkey.tests.test_wordpiece.TestWordpieces method)
test_preprocess_unk() (neuralmonkey.tests.test_wordpiece.TestWordpieces method)
test_reader() (neuralmonkey.tests.test_readers.TestStringVectorReader method)
(neuralmonkey.tests.test_readers.TestT2TReader method)
test_save_and_load() (neuralmonkey.tests.test_model_part.Test method)
test_sentence_cnn_encoder() (neuralmonkey.tests.test_encoders_init.TestEncodersInit method)
test_sentence_encoder() (neuralmonkey.tests.test_encoders_init.TestEncodersInit method)
test_seq_level_acc() (neuralmonkey.tests.test_eval_wrappers.TestAccuracyEvaluator method)
test_splitter_bad_brackets() (neuralmonkey.tests.test_config.TestParsing method)
test_splitter_gen() (in module neuralmonkey.tests.test_config)
test_ter() (neuralmonkey.tests.test_ter.TestBLEU method)
test_there_and_back_self() (neuralmonkey.tests.test_vocabulary.TestVocabulary method)
test_tie_embeddings() (neuralmonkey.tests.test_decoder.TestDecoder method)
test_train_false() (neuralmonkey.tests.test_nn_utils.TestDropout method)
test_unknown_word() (neuralmonkey.tests.test_vocabulary.TestVocabulary method)
test_weights() (neuralmonkey.tests.test_vocabulary.TestVocabulary method)
test_word_level_acc() (neuralmonkey.tests.test_eval_wrappers.TestAccuracyEvaluator method)
TestAccuracyEvaluator (class in neuralmonkey.tests.test_eval_wrappers)
TestBLEU (class in neuralmonkey.tests.test_bleu)
(class in neuralmonkey.tests.test_ter)
TestDataset (class in neuralmonkey.tests.test_dataset)
TestDecoder (class in neuralmonkey.tests.test_decoder)
TestDropout (class in neuralmonkey.tests.test_nn_utils)
TestEncodersInit (class in neuralmonkey.tests.test_encoders_init)
TestExternalEvaluators (class in neuralmonkey.tests.test_eval_wrappers)
TestParsing (class in neuralmonkey.tests.test_config)
TestPiecewiseFunction (class in neuralmonkey.tests.test_functions)
TestStringVectorReader (class in neuralmonkey.tests.test_readers)
TestT2TReader (class in neuralmonkey.tests.test_readers)
TestVocabulary (class in neuralmonkey.tests.test_vocabulary)
TestWordpieces (class in neuralmonkey.tests.test_wordpiece)
tf_print() (in module neuralmonkey.tf_utils)
token_ids (neuralmonkey.decoders.beam_search_decoder.SearchResults attribute)
tokenized_text_reader() (in module neuralmonkey.readers.plain_text_reader)
total_precision_recall() (neuralmonkey.evaluators.gleu.GLEUEvaluator static method)
train() (neuralmonkey.experiment.Experiment method)
train_inputs (neuralmonkey.decoders.autoregressive.DecoderConstants attribute)
train_logits (neuralmonkey.decoders.autoregressive.AutoregressiveDecoder attribute)
(neuralmonkey.decoders.transformer.TransformerDecoder attribute)
train_logprobs (neuralmonkey.decoders.autoregressive.AutoregressiveDecoder attribute)
train_loop_result (neuralmonkey.decoders.autoregressive.AutoregressiveDecoder attribute)
train_loss (neuralmonkey.decoders.autoregressive.AutoregressiveDecoder attribute)
(neuralmonkey.decoders.classifier.Classifier attribute)
(neuralmonkey.decoders.ctc_decoder.CTCDecoder attribute)
(neuralmonkey.decoders.sequence_labeler.SequenceLabeler attribute)
(neuralmonkey.decoders.sequence_regressor.SequenceRegressor attribute)
train_output_states (neuralmonkey.decoders.autoregressive.AutoregressiveDecoder attribute)
train_xents (neuralmonkey.decoders.autoregressive.AutoregressiveDecoder attribute)
TrainExecutable (class in neuralmonkey.trainers.generic_trainer)
training_loop() (in module neuralmonkey.learning_utils)
TransformerDecoder (class in neuralmonkey.decoders.transformer)
TransformerEncoder (class in neuralmonkey.encoders.transformer)
TransformerHistories (class in neuralmonkey.decoders.transformer)
TransformerLayer (class in neuralmonkey.encoders.transformer)
traverse_combinations() (in module neuralmonkey.tests.test_encoders_init)
truncate() (neuralmonkey.vocabulary.Vocabulary method)
truncate_by_min_freq() (neuralmonkey.vocabulary.Vocabulary method)
tsv_reader() (in module neuralmonkey.readers.plain_text_reader)
U
unescape_token() (in module neuralmonkey.processors.wordpiece)
untruecase() (in module neuralmonkey.processors.helpers)
update_initializers() (in module neuralmonkey.tf_utils)
(neuralmonkey.experiment.Experiment method)
use_scope() (neuralmonkey.model.model_part.ModelPart method)
UtfPlainTextReader() (in module neuralmonkey.readers.plain_text_reader)
V
validation_hook() (neuralmonkey.tf_manager.TensorFlowManager method)
VarsDict (class in neuralmonkey.config.parsing)
vectors_to_sentences() (neuralmonkey.vocabulary.Vocabulary method)
visualize_attention() (neuralmonkey.attention.base_attention.BaseAttention method)
(neuralmonkey.attention.scaled_dot_product.MultiHeadAttention method)
(neuralmonkey.attention.stateful_context.StatefulContext method)
visualize_embeddings() (in module neuralmonkey.experiment)
Vocabulary (class in neuralmonkey.vocabulary)
vocabulary (neuralmonkey.decoders.beam_search_decoder.BeamSearchDecoder attribute)
(neuralmonkey.model.sequence.EmbeddedSequence attribute)
W
warn() (in module neuralmonkey.logging)
(neuralmonkey.logging.Logging static method)
weight (neuralmonkey.trainers.generic_trainer.Objective attribute)
weights (neuralmonkey.attention.namedtuples.AttentionLoopState attribute)
WEREvaluator (class in neuralmonkey.evaluators.wer)
WordAlignmentDecoder (class in neuralmonkey.decoders.word_alignment_decoder)
WordAlignmentPreprocessor (class in neuralmonkey.processors.alignment)
WordAlignmentRunner (class in neuralmonkey.runners.word_alignment_runner)
WordAlignmentRunnerExecutable (class in neuralmonkey.runners.word_alignment_runner)
wordpiece_decode() (in module neuralmonkey.processors.wordpiece)
wordpiece_decode_batch() (in module neuralmonkey.processors.wordpiece)
wordpiece_encode() (in module neuralmonkey.processors.wordpiece)
WordpiecePostprocessor() (in module neuralmonkey.processors.wordpiece)
WordpiecePreprocessor() (in module neuralmonkey.processors.wordpiece)
write_file() (in module neuralmonkey.config.parsing)
X
xent_objective() (in module neuralmonkey.trainers.cross_entropy_trainer)
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