Neural Monkey
0.2.2
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
Internal Development Workflow
Neural Monkey
Docs
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Index
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Index
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B
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C
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D
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E
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F
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G
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H
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N
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O
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P
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R
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U
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X
A
AccuracyEvaluator (class in neuralmonkey.evaluators.accuracy)
AccuracySeqLevelEvaluator (class in neuralmonkey.evaluators.accuracy)
adadelta_optimizer() (in module neuralmonkey.config.utils)
adam_optimizer() (in module neuralmonkey.config.utils)
add_argument() (neuralmonkey.config.configuration.Configuration method)
add_series() (neuralmonkey.dataset.Dataset method)
(neuralmonkey.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)
assert_same_shape() (in module neuralmonkey.checking)
assert_shape() (in module neuralmonkey.checking)
Attention (class in neuralmonkey.decoding_function)
attention() (neuralmonkey.decoding_function.Attention method)
(neuralmonkey.decoding_function.BaseAttention method)
(neuralmonkey.decoding_function.RecurrentAttention method)
(neuralmonkey.encoders.encoder_wrapper.FlatMultiAttention method)
(neuralmonkey.encoders.encoder_wrapper.HierarchicalMultiAttention method)
(neuralmonkey.encoders.encoder_wrapper.MultiAttention method)
attention_loop_states (neuralmonkey.decoders.decoder.LoopState attribute)
AttentionLoopState (class in neuralmonkey.decoding_function)
Attentive (class in neuralmonkey.encoders.attentive)
attn_size (neuralmonkey.encoders.encoder_wrapper.MultiAttention attribute)
Audio (class in neuralmonkey.readers.audio_reader)
audio_reader() (in module neuralmonkey.readers.audio_reader)
AverageEvaluator (class in neuralmonkey.evaluators.average)
B
BaseAttention (class in neuralmonkey.decoding_function)
BaseRunner (class in neuralmonkey.runners.base_runner)
batch_dataset() (neuralmonkey.dataset.Dataset method)
batch_serie() (neuralmonkey.dataset.Dataset method)
batch_size (neuralmonkey.decoders.decoder.Decoder attribute)
beam_search_runner_range() (in module neuralmonkey.runners.beamsearch_runner)
beam_size (neuralmonkey.decoders.beam_search_decoder.BeamSearchDecoder attribute)
BeamSearchDecoder (class in neuralmonkey.decoders.beam_search_decoder)
BeamSearchExecutable (class in neuralmonkey.runners.beamsearch_runner)
BeamSearchLoopState (class in neuralmonkey.decoders.beam_search_decoder)
BeamSearchRunner (class in neuralmonkey.runners.beamsearch_runner)
BeerWrapper (class in neuralmonkey.evaluators.beer)
bidirectional_rnn (neuralmonkey.encoders.recurrent.RecurrentEncoder attribute)
(neuralmonkey.encoders.sentence_cnn_encoder.SentenceCNNEncoder attribute)
bleu() (neuralmonkey.evaluators.bleu.BLEUEvaluator static method)
BLEUEvaluator (class in neuralmonkey.evaluators.bleu)
BLEUReferenceImplWrapper (class in neuralmonkey.evaluators.bleu_ref)
BPEPostprocessor (class in neuralmonkey.processors.bpe)
BPEPreprocessor (class in neuralmonkey.processors.bpe)
bs_output (neuralmonkey.decoders.beam_search_decoder.BeamSearchLoopState attribute)
bs_state (neuralmonkey.decoders.beam_search_decoder.BeamSearchLoopState attribute)
build_config() (in module neuralmonkey.config.builder)
build_model() (neuralmonkey.config.configuration.Configuration method)
build_object() (in module neuralmonkey.config.builder)
C
cell_type (neuralmonkey.encoders.raw_rnn_encoder.RNNSpec attribute)
check_dataset_and_coders() (in module neuralmonkey.checking)
CheckingException
child_loop_states (neuralmonkey.encoders.encoder_wrapper.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)
cnn_states (neuralmonkey.encoders.imagenet_encoder.ImageNet attribute)
CNNEncoder (class in neuralmonkey.encoders.cnn_encoder)
collect_encoders() (in module neuralmonkey.runners.base_runner)
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.representation_runner.RepresentationExecutable method)
(neuralmonkey.runners.runner.GreedyRunExecutable 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)
contexts (neuralmonkey.decoding_function.AttentionLoopState attribute)
convert_to_edits() (in module neuralmonkey.processors.editops)
cost (neuralmonkey.decoders.classifier.Classifier attribute)
(neuralmonkey.decoders.ctc_decoder.CTCDecoder attribute)
(neuralmonkey.decoders.decoder.Decoder attribute)
(neuralmonkey.decoders.sequence_labeler.SequenceLabeler attribute)
(neuralmonkey.decoders.sequence_regressor.SequenceRegressor attribute)
(neuralmonkey.decoders.word_alignment_decoder.WordAlignmentDecoder attribute)
CoverageAttention (class in neuralmonkey.decoding_function)
create() (neuralmonkey.config.builder.ClassSymbol method)
create_attention_object() (neuralmonkey.encoders.attentive.Attentive method)
(neuralmonkey.encoders.encoder_wrapper.EncoderWrapper method)
create_config() (in module neuralmonkey.train)
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 (neuralmonkey.model.sequence.EmbeddedFactorSequence attribute)
(neuralmonkey.model.sequence.Sequence attribute)
(neuralmonkey.readers.audio_reader.Audio attribute)
data_id (neuralmonkey.model.sequence.EmbeddedSequence attribute)
Dataset (class in neuralmonkey.dataset)
debug() (in module neuralmonkey.logging)
(neuralmonkey.logging.Logging static method)
debug_disabled (neuralmonkey.logging.Logging attribute)
debug_enabled (neuralmonkey.logging.Logging attribute)
decode() (neuralmonkey.processors.bpe.BPEPostprocessor method)
(neuralmonkey.processors.german.GermanPostprocessor method)
decoded (neuralmonkey.decoders.classifier.Classifier attribute)
(neuralmonkey.decoders.ctc_decoder.CTCDecoder attribute)
(neuralmonkey.decoders.decoder.Decoder 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)
Decoder (class in neuralmonkey.decoders.decoder)
decoder (neuralmonkey.trainers.generic_trainer.Objective attribute)
decoder_data_id (neuralmonkey.runners.base_runner.BaseRunner attribute)
(neuralmonkey.runners.beamsearch_runner.BeamSearchRunner attribute)
decoder_loop_state (neuralmonkey.decoders.beam_search_decoder.BeamSearchLoopState attribute)
decoding_b (neuralmonkey.decoders.decoder.Decoder attribute)
decoding_w (neuralmonkey.decoders.decoder.Decoder attribute)
deduplicate_sentences() (neuralmonkey.evaluators.bleu.BLEUEvaluator static method)
default_variable_file() (in module neuralmonkey.run)
deprecated() (in module neuralmonkey.config.utils)
dimension (neuralmonkey.model.sequence.EmbeddedFactorSequence attribute)
(neuralmonkey.model.sequence.Sequence attribute)
direction (neuralmonkey.encoders.raw_rnn_encoder.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)
embedded_inputs (neuralmonkey.encoders.sequence_cnn_encoder.SequenceCNNEncoder attribute)
EmbeddedFactorSequence (class in neuralmonkey.model.sequence)
EmbeddedSequence (class in neuralmonkey.model.sequence)
embedding_matrices (neuralmonkey.model.sequence.EmbeddedFactorSequence attribute)
embedding_matrix (neuralmonkey.decoders.decoder.Decoder attribute)
(neuralmonkey.model.sequence.EmbeddedSequence attribute)
empty_attention_loop_state() (in module neuralmonkey.decoding_function)
empty_initial_state() (in module neuralmonkey.decoders.encoder_projection)
encoded (neuralmonkey.encoders.cnn_encoder.CNNEncoder attribute)
(neuralmonkey.encoders.facebook_conv.SentenceEncoder attribute)
(neuralmonkey.encoders.imagenet_encoder.ImageNet attribute)
(neuralmonkey.encoders.recurrent.RecurrentEncoder attribute)
(neuralmonkey.encoders.sentence_cnn_encoder.SentenceCNNEncoder attribute)
(neuralmonkey.encoders.sequence_cnn_encoder.SequenceCNNEncoder attribute)
EncoderWrapper (class in neuralmonkey.encoders.encoder_wrapper)
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)
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.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.word_alignment_decoder.WordAlignmentDecoder method)
(neuralmonkey.encoders.cnn_encoder.CNNEncoder method)
(neuralmonkey.encoders.encoder_wrapper.EncoderWrapper method)
(neuralmonkey.encoders.facebook_conv.SentenceEncoder method)
(neuralmonkey.encoders.imagenet_encoder.ImageNet method)
(neuralmonkey.encoders.numpy_encoder.PostCNNImageEncoder method)
(neuralmonkey.encoders.numpy_encoder.VectorEncoder method)
(neuralmonkey.encoders.raw_rnn_encoder.RawRNNEncoder method)
(neuralmonkey.encoders.recurrent.RecurrentEncoder method)
(neuralmonkey.encoders.sentence_cnn_encoder.SentenceCNNEncoder method)
(neuralmonkey.encoders.sequence_cnn_encoder.SequenceCNNEncoder method)
(neuralmonkey.model.model_part.ModelPart method)
(neuralmonkey.model.sequence.EmbeddedFactorSequence method)
finalize_loop() (neuralmonkey.decoding_function.Attention method)
(neuralmonkey.decoding_function.BaseAttention method)
(neuralmonkey.decoding_function.RecurrentAttention method)
(neuralmonkey.encoders.encoder_wrapper.FlatMultiAttention method)
(neuralmonkey.encoders.encoder_wrapper.HierarchicalMultiAttention method)
finished (neuralmonkey.decoders.beam_search_decoder.SearchState attribute)
(neuralmonkey.decoders.decoder.LoopState attribute)
FlatMultiAttention (class in neuralmonkey.encoders.encoder_wrapper)
FloatVectorReader() (in module neuralmonkey.readers.string_vector_reader)
from_bpe() (in module neuralmonkey.vocabulary)
from_dataset() (in module neuralmonkey.vocabulary)
from_file() (in module neuralmonkey.vocabulary)
from_wordlist() (in module neuralmonkey.vocabulary)
G
GenericTrainer (class in neuralmonkey.trainers.generic_trainer)
GermanPostprocessor (class in neuralmonkey.processors.german)
GermanPreprocessor (class in neuralmonkey.processors.german)
get_attention_object() (neuralmonkey.decoders.decoder.Decoder method)
get_body() (neuralmonkey.decoders.beam_search_decoder.BeamSearchDecoder method)
(neuralmonkey.decoders.decoder.Decoder method)
get_encoder_projections() (neuralmonkey.encoders.encoder_wrapper.FlatMultiAttention 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.representation_runner.RepresentationRunner method)
(neuralmonkey.runners.runner.GreedyRunner method)
(neuralmonkey.runners.word_alignment_runner.WordAlignmentRunner method)
(neuralmonkey.trainers.generic_trainer.GenericTrainer method)
get_initial_loop_state() (neuralmonkey.decoders.beam_search_decoder.BeamSearchDecoder method)
(neuralmonkey.decoders.decoder.Decoder method)
get_logits() (neuralmonkey.decoding_function.Attention method)
(neuralmonkey.decoding_function.CoverageAttention method)
get_series() (neuralmonkey.dataset.Dataset method)
(neuralmonkey.dataset.LazyDataset method)
get_string_vector_reader() (in module neuralmonkey.readers.string_vector_reader)
get_unk_sampled_word_index() (neuralmonkey.vocabulary.Vocabulary method)
get_word_index() (neuralmonkey.vocabulary.Vocabulary method)
gleu() (neuralmonkey.evaluators.gleu.GLEUEvaluator static method)
GLEUEvaluator (class in neuralmonkey.evaluators.gleu)
glu() (in module neuralmonkey.nn.projection)
go_symbols (neuralmonkey.decoders.decoder.Decoder attribute)
gpu_memusage() (in module neuralmonkey.tf_utils)
gradients (neuralmonkey.trainers.generic_trainer.Objective attribute)
GreedyRunExecutable (class in neuralmonkey.runners.runner)
GreedyRunner (class in neuralmonkey.runners.runner)
gt_inputs (neuralmonkey.decoders.classifier.Classifier attribute)
H
has_gpu() (in module neuralmonkey.tf_utils)
has_series() (neuralmonkey.dataset.Dataset method)
(neuralmonkey.dataset.LazyDataset method)
HEIGHT (neuralmonkey.encoders.imagenet_encoder.ImageNet attribute)
HierarchicalLoopState (class in neuralmonkey.encoders.encoder_wrapper)
HierarchicalMultiAttention (class in neuralmonkey.encoders.encoder_wrapper)
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.decoding_function.BaseAttention attribute)
I
ignore_argument() (neuralmonkey.config.configuration.Configuration method)
image_input (neuralmonkey.encoders.cnn_encoder.CNNEncoder attribute)
image_processing_layers (neuralmonkey.encoders.cnn_encoder.CNNEncoder attribute)
image_reader() (in module neuralmonkey.readers.image_reader)
image_summaries (neuralmonkey.runners.base_runner.ExecutionResult attribute)
ImageNet (class in neuralmonkey.encoders.imagenet_encoder)
imagenet_reader() (in module neuralmonkey.readers.image_reader)
IniError
init_saving() (neuralmonkey.tf_manager.TensorFlowManager method)
initial_loop_state() (neuralmonkey.decoding_function.Attention method)
(neuralmonkey.decoding_function.BaseAttention method)
(neuralmonkey.decoding_function.RecurrentAttention method)
(neuralmonkey.encoders.encoder_wrapper.FlatMultiAttention method)
(neuralmonkey.encoders.encoder_wrapper.HierarchicalMultiAttention method)
initial_state (neuralmonkey.decoders.decoder.Decoder attribute)
initialize_for_running() (in module neuralmonkey.run)
initialize_model_parts() (neuralmonkey.tf_manager.TensorFlowManager method)
initialize_vocabulary() (in module neuralmonkey.vocabulary)
input_factors (neuralmonkey.model.sequence.EmbeddedFactorSequence attribute)
input_image (neuralmonkey.encoders.imagenet_encoder.ImageNet attribute)
input_lengths (neuralmonkey.decoders.ctc_decoder.CTCDecoder attribute)
input_mask (neuralmonkey.encoders.sequence_cnn_encoder.SequenceCNNEncoder attribute)
input_plus_attention() (neuralmonkey.decoders.decoder.Decoder method)
input_symbol (neuralmonkey.decoders.decoder.LoopState attribute)
inputs (neuralmonkey.encoders.sequence_cnn_encoder.SequenceCNNEncoder attribute)
(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)
L
LabelRunExecutable (class in neuralmonkey.runners.label_runner)
LabelRunner (class in neuralmonkey.runners.label_runner)
last_attns (neuralmonkey.decoders.beam_search_decoder.SearchState attribute)
last_state (neuralmonkey.decoders.beam_search_decoder.SearchState attribute)
last_word_ids (neuralmonkey.decoders.beam_search_decoder.SearchState attribute)
LazyDataset (class in neuralmonkey.dataset)
lengths (neuralmonkey.decoders.beam_search_decoder.SearchState attribute)
(neuralmonkey.model.sequence.Sequence attribute)
linear() (in module neuralmonkey.nn.projection)
linear_encoder_projection() (in module neuralmonkey.decoders.encoder_projection)
load() (neuralmonkey.model.model_part.ModelPart method)
load_dataset_from_files() (in module neuralmonkey.dataset)
load_file() (neuralmonkey.config.configuration.Configuration 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.ctc_decoder.CTCDecoder attribute)
(neuralmonkey.decoders.decoder.LoopState 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.decoder.Decoder method)
loop_state (neuralmonkey.encoders.encoder_wrapper.HierarchicalLoopState attribute)
LoopState (class in neuralmonkey.decoders.decoder)
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.representation_runner.RepresentationRunner attribute)
(neuralmonkey.runners.runner.GreedyRunner 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.server)
(in module neuralmonkey.train)
make_namespace() (neuralmonkey.config.configuration.Configuration method)
mask (neuralmonkey.decoders.decoder.LoopState attribute)
(neuralmonkey.model.sequence.EmbeddedFactorSequence attribute)
(neuralmonkey.model.sequence.Sequence attribute)
max_length (neuralmonkey.model.sequence.Sequence attribute)
maxout() (in module neuralmonkey.nn.projection)
maxout_output() (in module neuralmonkey.decoders.output_projection)
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)
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.encoders.encoder_wrapper)
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)
neuralmonkey (module)
,
[1]
neuralmonkey.checking (module)
neuralmonkey.config (module)
neuralmonkey.config.builder (module)
neuralmonkey.config.configuration (module)
neuralmonkey.config.exceptions (module)
neuralmonkey.config.parsing (module)
neuralmonkey.config.utils (module)
neuralmonkey.dataset (module)
neuralmonkey.decoders (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.word_alignment_decoder (module)
neuralmonkey.decoding_function (module)
neuralmonkey.decorators (module)
neuralmonkey.encoders (module)
neuralmonkey.encoders.attentive (module)
neuralmonkey.encoders.cnn_encoder (module)
neuralmonkey.encoders.encoder_wrapper (module)
neuralmonkey.encoders.facebook_conv (module)
neuralmonkey.encoders.imagenet_encoder (module)
neuralmonkey.encoders.numpy_encoder (module)
neuralmonkey.encoders.raw_rnn_encoder (module)
neuralmonkey.encoders.recurrent (module)
neuralmonkey.encoders.sentence_cnn_encoder (module)
neuralmonkey.encoders.sequence_cnn_encoder (module)
neuralmonkey.evaluators (module)
neuralmonkey.evaluators.accuracy (module)
neuralmonkey.evaluators.average (module)
neuralmonkey.evaluators.beer (module)
neuralmonkey.evaluators.bleu (module)
neuralmonkey.evaluators.bleu_ref (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.functions (module)
neuralmonkey.learning_utils (module)
neuralmonkey.logging (module)
neuralmonkey.model (module)
neuralmonkey.model.model_part (module)
neuralmonkey.model.sequence (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.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.representation_runner (module)
neuralmonkey.runners.runner (module)
neuralmonkey.runners.word_alignment_runner (module)
neuralmonkey.server (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.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.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.representation_runner.RepresentationExecutable method)
(neuralmonkey.runners.runner.GreedyRunExecutable method)
(neuralmonkey.runners.word_alignment_runner.WordAlignmentRunnerExecutable method)
(neuralmonkey.trainers.generic_trainer.TrainExecutable method)
ngram_counts() (neuralmonkey.evaluators.bleu.BLEUEvaluator static method)
no_deep_output() (in module neuralmonkey.decoders.output_projection)
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() (in module neuralmonkey.nn.projection)
notice() (in module neuralmonkey.logging)
(neuralmonkey.logging.Logging static method)
numpy_reader() (in module neuralmonkey.readers.numpy_reader)
O
Objective (class in neuralmonkey.trainers.generic_trainer)
order_embeddings (neuralmonkey.encoders.facebook_conv.SentenceEncoder attribute)
ordered_embedded_inputs (neuralmonkey.encoders.facebook_conv.SentenceEncoder attribute)
OrthoGRUCell (class in neuralmonkey.nn.ortho_gru_cell)
output_size (neuralmonkey.nn.noisy_gru_cell.NoisyGRUCell attribute)
(neuralmonkey.nn.pervasive_dropout_wrapper.PervasiveDropoutWrapper attribute)
outputs (neuralmonkey.runners.base_runner.ExecutionResult attribute)
P
parent_ids (neuralmonkey.decoders.beam_search_decoder.SearchStepOutput attribute)
(neuralmonkey.decoders.beam_search_decoder.SearchStepOutputTA attribute)
parse_file() (in module neuralmonkey.config.parsing)
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)
PlainExecutable (class in neuralmonkey.runners.plain_runner)
PlainRunner (class in neuralmonkey.runners.plain_runner)
post_request() (in module neuralmonkey.server)
PostCNNImageEncoder (class in neuralmonkey.encoders.numpy_encoder)
Postprocess (class in neuralmonkey.processors.editops)
postprocess_char_based() (in module neuralmonkey.processors.helpers)
predictions (neuralmonkey.decoders.sequence_regressor.SequenceRegressor attribute)
Preprocess (class in neuralmonkey.processors.editops)
preprocess_char_based() (in module neuralmonkey.processors.helpers)
prev_contexts (neuralmonkey.decoders.decoder.LoopState attribute)
prev_logits (neuralmonkey.decoders.decoder.LoopState attribute)
prev_rnn_output (neuralmonkey.decoders.decoder.LoopState attribute)
prev_rnn_state (neuralmonkey.decoders.decoder.LoopState attribute)
print_final_evaluation() (in module neuralmonkey.learning_utils)
print_header() (neuralmonkey.logging.Logging static method)
R
rate (neuralmonkey.readers.audio_reader.Audio attribute)
ratio() (neuralmonkey.evaluators.edit_distance.EditDistanceEvaluator static method)
RawRNNEncoder (class in neuralmonkey.encoders.raw_rnn_encoder)
reconstruct() (in module neuralmonkey.processors.editops)
RecurrentAttention (class in neuralmonkey.decoding_function)
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)
RepresentationExecutable (class in neuralmonkey.runners.representation_runner)
RepresentationRunner (class in neuralmonkey.runners.representation_runner)
restore() (neuralmonkey.tf_manager.TensorFlowManager method)
restore_best_vars() (neuralmonkey.tf_manager.TensorFlowManager method)
rnn_cells() (neuralmonkey.encoders.sentence_cnn_encoder.SentenceCNNEncoder method)
rnn_outputs (neuralmonkey.decoders.decoder.LoopState attribute)
RNNSpec (class in neuralmonkey.encoders.raw_rnn_encoder)
run_on_dataset() (in module neuralmonkey.learning_utils)
runtime_logits (neuralmonkey.decoders.decoder.Decoder attribute)
runtime_logprobs (neuralmonkey.decoders.classifier.Classifier attribute)
(neuralmonkey.decoders.decoder.Decoder attribute)
runtime_loop_result (neuralmonkey.decoders.decoder.Decoder attribute)
runtime_loss (neuralmonkey.decoders.classifier.Classifier attribute)
(neuralmonkey.decoders.ctc_decoder.CTCDecoder attribute)
(neuralmonkey.decoders.decoder.Decoder attribute)
(neuralmonkey.decoders.sequence_labeler.SequenceLabeler attribute)
(neuralmonkey.decoders.sequence_regressor.SequenceRegressor attribute)
runtime_mask (neuralmonkey.decoders.decoder.Decoder attribute)
runtime_rnn_states (neuralmonkey.decoders.decoder.Decoder attribute)
S
save() (neuralmonkey.model.model_part.ModelPart method)
(neuralmonkey.tf_manager.TensorFlowManager method)
save_file() (neuralmonkey.config.configuration.Configuration method)
save_wordlist() (neuralmonkey.vocabulary.Vocabulary method)
scalar_summaries (neuralmonkey.runners.base_runner.ExecutionResult attribute)
scores (neuralmonkey.decoders.beam_search_decoder.SearchStepOutput attribute)
(neuralmonkey.decoders.beam_search_decoder.SearchStepOutputTA attribute)
SearchState (class in neuralmonkey.decoders.beam_search_decoder)
SearchStepOutput (class in neuralmonkey.decoders.beam_search_decoder)
SearchStepOutputTA (class in neuralmonkey.decoders.beam_search_decoder)
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)
SequenceCNNEncoder (class in neuralmonkey.encoders.sequence_cnn_encoder)
SequenceLabeler (class in neuralmonkey.decoders.sequence_labeler)
SequenceRegressor (class in neuralmonkey.decoders.sequence_regressor)
serialize_to_bytes() (neuralmonkey.evaluators.beer.BeerWrapper method)
(neuralmonkey.evaluators.bleu_ref.BLEUReferenceImplWrapper method)
(neuralmonkey.evaluators.multeval.MultEvalWrapper method)
series_ids (neuralmonkey.dataset.Dataset attribute)
(neuralmonkey.dataset.LazyDataset attribute)
sessions (neuralmonkey.tf_manager.TensorFlowManager attribute)
set_log_file() (neuralmonkey.logging.Logging static method)
setUp() (neuralmonkey.tests.test_eval_wrappers.TestAccuracyEvaluator method)
(neuralmonkey.tests.test_readers.TestStringVectorReader method)
shuffle() (neuralmonkey.dataset.Dataset method)
(neuralmonkey.dataset.LazyDataset method)
size (neuralmonkey.encoders.raw_rnn_encoder.RNNSpec attribute)
softmax (neuralmonkey.nn.mlp.MultilayerPerceptron attribute)
SpeechFeaturesPreprocessor() (in module neuralmonkey.processors.speech)
state_size (neuralmonkey.nn.noisy_gru_cell.NoisyGRUCell attribute)
(neuralmonkey.nn.pervasive_dropout_wrapper.PervasiveDropoutWrapper attribute)
states (neuralmonkey.encoders.cnn_encoder.CNNEncoder attribute)
(neuralmonkey.encoders.facebook_conv.SentenceEncoder attribute)
(neuralmonkey.encoders.imagenet_encoder.ImageNet attribute)
(neuralmonkey.encoders.recurrent.RecurrentEncoder attribute)
(neuralmonkey.encoders.sentence_cnn_encoder.SentenceCNNEncoder attribute)
states_mask (neuralmonkey.encoders.facebook_conv.SentenceEncoder attribute)
(neuralmonkey.encoders.recurrent.RecurrentEncoder attribute)
step (neuralmonkey.decoders.decoder.LoopState attribute)
strict_mode (neuralmonkey.logging.Logging attribute)
string_reader() (in module neuralmonkey.readers.plain_text_reader)
subset() (neuralmonkey.dataset.Dataset method)
(neuralmonkey.dataset.LazyDataset method)
T
tb_embedding_visualization() (neuralmonkey.model.sequence.EmbeddedFactorSequence method)
tearDown() (neuralmonkey.tests.test_readers.TestStringVectorReader method)
tensor() (in module neuralmonkey.decorators)
TensorFlowManager (class in neuralmonkey.tf_manager)
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_columns() (neuralmonkey.tests.test_readers.TestStringVectorReader method)
test_count_fail() (neuralmonkey.tests.test_vocabulary.TestVocabulary 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_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_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_piecewise_constant() (neuralmonkey.tests.test_functions.TestPiecewiseFunction method)
test_post_cnn_encoder() (neuralmonkey.tests.test_encoders_init.TestEncodersInit method)
test_reader() (neuralmonkey.tests.test_readers.TestStringVectorReader 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_train_false() (neuralmonkey.tests.test_nn_utils.TestDropout method)
test_unknown_word() (neuralmonkey.tests.test_vocabulary.TestVocabulary method)
test_vector_encoder() (neuralmonkey.tests.test_encoders_init.TestEncodersInit 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)
TestVocabulary (class in neuralmonkey.tests.test_vocabulary)
token_ids (neuralmonkey.decoders.beam_search_decoder.SearchStepOutput attribute)
(neuralmonkey.decoders.beam_search_decoder.SearchStepOutputTA attribute)
tokenized_text_reader() (in module neuralmonkey.readers.plain_text_reader)
total_precision_recall() (neuralmonkey.evaluators.gleu.GLEUEvaluator static method)
train_inputs (neuralmonkey.decoders.decoder.Decoder attribute)
(neuralmonkey.decoders.decoder.LoopState attribute)
(neuralmonkey.decoders.sequence_regressor.SequenceRegressor attribute)
train_logits (neuralmonkey.decoders.decoder.Decoder attribute)
train_logprobs (neuralmonkey.decoders.decoder.Decoder attribute)
train_loss (neuralmonkey.decoders.classifier.Classifier attribute)
(neuralmonkey.decoders.ctc_decoder.CTCDecoder attribute)
(neuralmonkey.decoders.decoder.Decoder attribute)
(neuralmonkey.decoders.sequence_labeler.SequenceLabeler attribute)
(neuralmonkey.decoders.sequence_regressor.SequenceRegressor attribute)
train_mode (neuralmonkey.decoders.classifier.Classifier attribute)
(neuralmonkey.decoders.ctc_decoder.CTCDecoder attribute)
(neuralmonkey.decoders.decoder.Decoder attribute)
(neuralmonkey.decoders.sequence_labeler.SequenceLabeler attribute)
(neuralmonkey.decoders.sequence_regressor.SequenceRegressor attribute)
(neuralmonkey.encoders.cnn_encoder.CNNEncoder attribute)
(neuralmonkey.encoders.facebook_conv.SentenceEncoder attribute)
(neuralmonkey.encoders.recurrent.RecurrentEncoder attribute)
(neuralmonkey.encoders.sentence_cnn_encoder.SentenceCNNEncoder attribute)
(neuralmonkey.encoders.sequence_cnn_encoder.SequenceCNNEncoder attribute)
train_padding (neuralmonkey.decoders.decoder.Decoder attribute)
train_targets (neuralmonkey.decoders.ctc_decoder.CTCDecoder attribute)
(neuralmonkey.decoders.sequence_labeler.SequenceLabeler attribute)
train_weights (neuralmonkey.decoders.sequence_labeler.SequenceLabeler attribute)
train_xents (neuralmonkey.decoders.decoder.Decoder attribute)
TrainExecutable (class in neuralmonkey.trainers.generic_trainer)
training_loop() (in module neuralmonkey.learning_utils)
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
untruecase() (in module neuralmonkey.processors.helpers)
use_scope() (neuralmonkey.model.model_part.ModelPart method)
UtfPlainTextReader() (in module neuralmonkey.readers.plain_text_reader)
V
validation_hook() (neuralmonkey.tf_manager.TensorFlowManager method)
variable() (in module neuralmonkey.config.utils)
VectorEncoder (class in neuralmonkey.encoders.numpy_encoder)
vectors_to_sentences() (neuralmonkey.vocabulary.Vocabulary method)
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.decoding_function.AttentionLoopState attribute)
WEREvaluator (class in neuralmonkey.evaluators.wer)
WIDTH (neuralmonkey.encoders.imagenet_encoder.ImageNet attribute)
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)
write_file() (in module neuralmonkey.config.parsing)
X
xent_objective() (in module neuralmonkey.trainers.cross_entropy_trainer)
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