Neural Monkey
Installation
Note for Ubuntu 14.04 users
Package Overview
Loading and Processing Datasets
Training and Running a Model
Post-Editing Task Tutorial
Part I. - The Task
Part II. - The Edit Operations
Part III. - The Data
Part IV. - The Model Configuration
Part V. - Running an Experiment
Part VI. - Evaluation of the Trained Model
Part VII. - Conclusions
Machine Translation Tutorial
Part I. - The Data
Part II. - The Model Configuration
Part III. - Running and Evaluation of the Experiment
Configuration
Syntax
Interpretation
Session manager
Training on GPU
Training on CPUs
API Documentation
neuralmonkey
package
Visualization
LogBook
TensorBoard
Attention visualization
Advanced Features
Byte Pair Encoding
Dropout
Pervasive Dropout
Attention Seeded by GIZA++ Word Alignments
Use SGE cluster array job for inference
GPU benchmarks
Internal Development Workflow
Creating an issue
Selecting an issue to work on and assigning people
Creating a branch
Writing code
Creating a pull request
Code review and merging
Documentation
Neural Monkey
Docs
»
Index
Edit on GitHub
Index
A
|
B
|
C
|
D
|
E
|
F
|
G
|
H
|
I
|
L
|
M
|
N
|
O
|
P
|
R
|
S
|
T
|
U
|
V
|
W
|
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)
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)
Attentive (class in neuralmonkey.encoders.attentive)
attn_size (neuralmonkey.encoders.encoder_wrapper.MultiAttention attribute)
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)
beam_batch (neuralmonkey.runners.rnn_runner.ExpandedBeamBatch attribute)
beam_search_runner_range() (in module neuralmonkey.runners.beamsearch_runner)
beam_size (neuralmonkey.decoders.beam_search_decoder.BeamSearchDecoder attribute)
BeamBatch (class in neuralmonkey.runners.rnn_runner)
BeamSearchDecoder (class in neuralmonkey.decoders.beam_search_decoder)
BeamSearchExecutable (class in neuralmonkey.runners.beamsearch_runner)
BeamSearchRunner (class in neuralmonkey.runners.beamsearch_runner)
BeerWrapper (class in neuralmonkey.evaluators.beer)
bidirectional_rnn (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)
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
chunk2set() (neuralmonkey.evaluators.f1_bio.F1Evaluator static method)
classification (neuralmonkey.nn.mlp.MultilayerPerceptron attribute)
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.rnn_runner.RuntimeRnnExecutable method)
(neuralmonkey.runners.runner.GreedyRunExecutable method)
(neuralmonkey.runners.word_alignment_runner.WordAlignmentRunnerExecutable method)
(neuralmonkey.trainers.generic_trainer.TrainExecutable method)
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)
convert_to_edits() (in module neuralmonkey.processors.editops)
cost (neuralmonkey.decoders.ctc_decoder.CTCDecoder attribute)
(neuralmonkey.decoders.sequence_classifier.SequenceClassifier 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)
CTCDecoder (class in neuralmonkey.decoders.ctc_decoder)
D
Dataset (class in neuralmonkey.dataset)
dataset_from_files() (in module neuralmonkey.config.utils)
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.ctc_decoder.CTCDecoder attribute)
(neuralmonkey.decoders.sequence_classifier.SequenceClassifier attribute)
(neuralmonkey.decoders.sequence_labeler.SequenceLabeler attribute)
(neuralmonkey.decoders.sequence_regressor.SequenceRegressor attribute)
(neuralmonkey.runners.rnn_runner.BeamBatch attribute)
decoded_logits (neuralmonkey.decoders.sequence_classifier.SequenceClassifier attribute)
decoded_seq (neuralmonkey.decoders.sequence_classifier.SequenceClassifier 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)
deduplicate_sentences() (neuralmonkey.evaluators.bleu.BLEUEvaluator static method)
default_variable_file() (in module neuralmonkey.run)
deprecated() (in module neuralmonkey.config.utils)
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_and_dropout() (neuralmonkey.decoders.decoder.Decoder method)
embedded_inputs (neuralmonkey.encoders.sentence_cnn_encoder.SentenceCNNEncoder attribute)
(neuralmonkey.encoders.sequence_cnn_encoder.SequenceCNNEncoder attribute)
empty_initial_state() (in module neuralmonkey.decoders.encoder_projection)
encoded (neuralmonkey.encoders.cnn_encoder.CNNEncoder attribute)
(neuralmonkey.encoders.imagenet_encoder.ImageNet 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)
ExpandedBeamBatch (class in neuralmonkey.runners.rnn_runner)
F
f1_score() (neuralmonkey.evaluators.f1_bio.F1Evaluator static method)
F1Evaluator (class in neuralmonkey.evaluators.f1_bio)
FactoredEncoder (class in neuralmonkey.encoders.factored_encoder)
feed_dict() (neuralmonkey.decoders.beam_search_decoder.BeamSearchDecoder method)
(neuralmonkey.decoders.ctc_decoder.CTCDecoder method)
(neuralmonkey.decoders.decoder.Decoder method)
(neuralmonkey.decoders.sequence_classifier.SequenceClassifier 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.factored_encoder.FactoredEncoder 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.sentence_cnn_encoder.SentenceCNNEncoder method)
(neuralmonkey.encoders.sentence_encoder.SentenceEncoder method)
(neuralmonkey.encoders.sequence_cnn_encoder.SequenceCNNEncoder method)
(neuralmonkey.model.model_part.ModelPart method)
finished (neuralmonkey.decoders.beam_search_decoder.SearchState 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_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.rnn_runner.RuntimeRnnRunner method)
(neuralmonkey.runners.runner.GreedyRunner method)
(neuralmonkey.runners.word_alignment_runner.WordAlignmentRunner method)
(neuralmonkey.trainers.generic_trainer.GenericTrainer method)
get_logits() (neuralmonkey.decoding_function.Attention method)
(neuralmonkey.decoding_function.CoverageAttention method)
get_plain_text_reader() (in module neuralmonkey.readers.plain_text_reader)
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)
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.sequence_classifier.SequenceClassifier 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)
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)
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)
initialize_for_running() (in module neuralmonkey.run)
initialize_model_parts() (neuralmonkey.tf_manager.TensorFlowManager method)
initialize_vocabulary() (in module neuralmonkey.vocabulary)
input_image (neuralmonkey.encoders.imagenet_encoder.ImageNet attribute)
input_lengths (neuralmonkey.decoders.ctc_decoder.CTCDecoder attribute)
input_mask (neuralmonkey.encoders.sentence_cnn_encoder.SentenceCNNEncoder attribute)
(neuralmonkey.encoders.sequence_cnn_encoder.SequenceCNNEncoder attribute)
inputs (neuralmonkey.encoders.sentence_cnn_encoder.SentenceCNNEncoder attribute)
(neuralmonkey.encoders.sequence_cnn_encoder.SequenceCNNEncoder 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)
likelihood_beam_score() (in module neuralmonkey.runners.rnn_runner)
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.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)
(neuralmonkey.runners.rnn_runner.BeamBatch attribute)
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.rnn_runner.RuntimeRnnRunner attribute)
(neuralmonkey.runners.runner.GreedyRunner attribute)
(neuralmonkey.runners.word_alignment_runner.WordAlignmentRunner attribute)
loss_with_decoded_ins (neuralmonkey.decoders.sequence_classifier.SequenceClassifier attribute)
loss_with_gt_ins (neuralmonkey.decoders.sequence_classifier.SequenceClassifier 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)
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
n_best() (in module neuralmonkey.runners.rnn_runner)
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.ctc_decoder (module)
neuralmonkey.decoders.decoder (module)
neuralmonkey.decoders.encoder_projection (module)
neuralmonkey.decoders.output_projection (module)
neuralmonkey.decoders.sequence_classifier (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.factored_encoder (module)
neuralmonkey.encoders.imagenet_encoder (module)
neuralmonkey.encoders.numpy_encoder (module)
neuralmonkey.encoders.raw_rnn_encoder (module)
neuralmonkey.encoders.sentence_cnn_encoder (module)
neuralmonkey.encoders.sentence_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.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.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.readers (module)
neuralmonkey.readers.image_reader (module)
neuralmonkey.readers.numpy_reader (module)
neuralmonkey.readers.plain_text_reader (module)
neuralmonkey.readers.string_vector_reader (module)
neuralmonkey.readers.utils (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.rnn_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_logprobs (neuralmonkey.runners.rnn_runner.ExpandedBeamBatch attribute)
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.rnn_runner.RuntimeRnnExecutable 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)
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)
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)
print_final_evaluation() (in module neuralmonkey.learning_utils)
print_header() (neuralmonkey.logging.Logging static method)
R
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)
reduce_execution_results() (in module neuralmonkey.runners.base_runner)
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)
(neuralmonkey.encoders.sentence_encoder.SentenceEncoder method)
RNNSpec (class in neuralmonkey.encoders.raw_rnn_encoder)
run_on_dataset() (in module neuralmonkey.learning_utils)
runtime_logprobs (neuralmonkey.decoders.sequence_classifier.SequenceClassifier attribute)
runtime_loss (neuralmonkey.decoders.ctc_decoder.CTCDecoder attribute)
(neuralmonkey.decoders.sequence_classifier.SequenceClassifier attribute)
(neuralmonkey.decoders.sequence_labeler.SequenceLabeler attribute)
(neuralmonkey.decoders.sequence_regressor.SequenceRegressor attribute)
RuntimeRnnExecutable (class in neuralmonkey.runners.rnn_runner)
RuntimeRnnRunner (class in neuralmonkey.runners.rnn_runner)
S
save() (neuralmonkey.model.model_part.ModelPart method)
(neuralmonkey.tf_manager.TensorFlowManager method)
save_file() (neuralmonkey.config.configuration.Configuration method)
save_to_file() (neuralmonkey.vocabulary.Vocabulary method)
scalar_summaries (neuralmonkey.runners.base_runner.ExecutionResult attribute)
scores (neuralmonkey.decoders.beam_search_decoder.SearchStepOutput attribute)
SearchState (class in neuralmonkey.decoders.beam_search_decoder)
SearchStepOutput (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)
sentence_lengths (neuralmonkey.encoders.sentence_cnn_encoder.SentenceCNNEncoder attribute)
SentenceCNNEncoder (class in neuralmonkey.encoders.sentence_cnn_encoder)
SentenceEncoder (class in neuralmonkey.encoders.sentence_encoder)
sentences_to_tensor() (neuralmonkey.vocabulary.Vocabulary method)
SequenceClassifier (class in neuralmonkey.decoders.sequence_classifier)
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)
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.imagenet_encoder.ImageNet attribute)
(neuralmonkey.encoders.sentence_cnn_encoder.SentenceCNNEncoder attribute)
states_mask (neuralmonkey.encoders.sentence_encoder.SentenceEncoder attribute)
step() (neuralmonkey.decoders.beam_search_decoder.BeamSearchDecoder method)
(neuralmonkey.decoders.decoder.Decoder method)
strict_mode (neuralmonkey.logging.Logging attribute)
subset() (neuralmonkey.dataset.Dataset method)
(neuralmonkey.dataset.LazyDataset method)
T
tearDown() (neuralmonkey.tests.test_readers.TestStringVectorReader method)
tensor() (in module neuralmonkey.decorators)
TensorFlowManager (class in neuralmonkey.tf_manager)
TEREvalutator (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_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)
total_precision_recall() (neuralmonkey.evaluators.gleu.GLEUEvaluator static method)
train_inputs (neuralmonkey.decoders.sequence_regressor.SequenceRegressor attribute)
train_loss (neuralmonkey.decoders.ctc_decoder.CTCDecoder attribute)
(neuralmonkey.decoders.sequence_classifier.SequenceClassifier attribute)
(neuralmonkey.decoders.sequence_labeler.SequenceLabeler attribute)
(neuralmonkey.decoders.sequence_regressor.SequenceRegressor attribute)
train_mode (neuralmonkey.decoders.ctc_decoder.CTCDecoder attribute)
(neuralmonkey.decoders.sequence_classifier.SequenceClassifier attribute)
(neuralmonkey.decoders.sequence_labeler.SequenceLabeler attribute)
(neuralmonkey.decoders.sequence_regressor.SequenceRegressor attribute)
(neuralmonkey.encoders.cnn_encoder.CNNEncoder attribute)
(neuralmonkey.encoders.sentence_cnn_encoder.SentenceCNNEncoder attribute)
(neuralmonkey.encoders.sequence_cnn_encoder.SequenceCNNEncoder attribute)
train_targets (neuralmonkey.decoders.ctc_decoder.CTCDecoder attribute)
(neuralmonkey.decoders.sequence_labeler.SequenceLabeler attribute)
train_weights (neuralmonkey.decoders.sequence_labeler.SequenceLabeler 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)
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)
vocabulary_from_bpe() (in module neuralmonkey.config.utils)
vocabulary_from_dataset() (in module neuralmonkey.config.utils)
vocabulary_from_file() (in module neuralmonkey.config.utils)
vocabulary_size (neuralmonkey.encoders.sentence_cnn_encoder.SentenceCNNEncoder attribute)
(neuralmonkey.encoders.sentence_encoder.SentenceEncoder attribute)
W
warn() (in module neuralmonkey.logging)
(neuralmonkey.logging.Logging static method)
weight (neuralmonkey.trainers.generic_trainer.Objective 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)
Read the Docs
v: 0.2.1
Versions
latest
stable
0.2.1
0.2
0.1.1
tf1.0
readme_changes
0.1.0
Downloads
On Read the Docs
Project Home
Builds
Free document hosting provided by
Read the Docs
.