Neural Monkey
Installation
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
Developers’ guidelines
Commiting code
Documentation
Other
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
Neural Monkey
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Index
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Index
A
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B
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C
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D
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E
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G
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H
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I
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L
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M
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N
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O
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P
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R
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S
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T
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U
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W
A
Accuracy (class in neuralmonkey.evaluators.accuracy)
add_argument() (neuralmonkey.config.configuration.Configuration method)
assert_same_shape() (in module neuralmonkey.checking)
assert_shape() (in module neuralmonkey.checking)
assert_type() (in module neuralmonkey.checking)
Attention (class in neuralmonkey.decoding_function)
attention() (neuralmonkey.decoding_function.Attention method)
Attentive (class in neuralmonkey.encoders.attentive)
B
BaseRunner (class in neuralmonkey.runners.base_runner)
BidirectionalRNNLayer (class in neuralmonkey.nn.bidirectional_rnn_layer)
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
check_dataset_and_coders() (in module neuralmonkey.checking)
CheckingException
classification (neuralmonkey.nn.mlp.MultilayerPerceptron attribute)
ClassSymbol (class in neuralmonkey.config.builder)
collect_encoders() (in module neuralmonkey.runners.base_runner)
collect_results() (neuralmonkey.runners.base_runner.Executable method)
(neuralmonkey.runners.runner.GreedyRunExecutable method)
(neuralmonkey.trainers.generic_trainer.TrainExecutable method)
compare_scores() (neuralmonkey.evaluators.accuracy.Accuracy static method)
(neuralmonkey.evaluators.bleu.BLEUEvaluator static method)
(neuralmonkey.evaluators.edit_distance.EditDistanceEvaluator static method)
concat_encoder_projection() (in module neuralmonkey.decoders.encoder_projection)
ConfigBuildException
ConfigInvalidValueException
Configuration (class in neuralmonkey.config.configuration)
CoverageAttention (class in neuralmonkey.decoding_function)
create() (neuralmonkey.config.builder.ClassSymbol method)
create_attention_object() (neuralmonkey.encoders.attentive.Attentive method)
D
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)
decoder (neuralmonkey.trainers.generic_trainer.Objective attribute)
decoder_data_id (neuralmonkey.runners.base_runner.BaseRunner attribute)
dropout() (in module neuralmonkey.nn.utils)
E
EditDistanceEvaluator (class in neuralmonkey.evaluators.edit_distance)
effective_reference_length() (neuralmonkey.evaluators.bleu.BLEUEvaluator static method)
empty_initial_state() (in module neuralmonkey.decoders.encoder_projection)
encoded (neuralmonkey.nn.bidirectional_rnn_layer.BidirectionalRNNLayer attribute)
Executable (class in neuralmonkey.runners.base_runner)
ExecutionResult (class in neuralmonkey.runners.base_runner)
G
GenericTrainer (class in neuralmonkey.trainers.generic_trainer)
GermanPostprocessor (class in neuralmonkey.processors.german)
GermanPreprocessor (class in neuralmonkey.processors.german)
get_executable() (neuralmonkey.runners.base_runner.BaseRunner method)
(neuralmonkey.runners.runner.GreedyRunner 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)
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)
H
has_gpu() (in module neuralmonkey.tf_utils)
histogram_summaries (neuralmonkey.runners.base_runner.ExecutionResult attribute)
I
ignore_argument() (neuralmonkey.config.configuration.Configuration method)
image_reader() (in module neuralmonkey.readers.image_reader)
image_summaries (neuralmonkey.runners.base_runner.ExecutionResult attribute)
IniError
instantiate_class() (in module neuralmonkey.config.builder)
inverse_sigmoid_decay() (in module neuralmonkey.functions)
L
linear() (in module neuralmonkey.nn.projection)
linear_encoder_projection() (in module neuralmonkey.decoders.encoder_projection)
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)
Logging (class in neuralmonkey.logging)
loss (neuralmonkey.trainers.generic_trainer.Objective attribute)
loss_names (neuralmonkey.runners.base_runner.BaseRunner attribute)
(neuralmonkey.runners.runner.GreedyRunner attribute)
losses (neuralmonkey.runners.base_runner.ExecutionResult attribute)
M
make_namespace() (neuralmonkey.config.configuration.Configuration method)
maxout() (in module neuralmonkey.nn.projection)
maxout_output() (in module neuralmonkey.decoders.output_projection)
merge_max_counters() (neuralmonkey.evaluators.bleu.BLEUEvaluator static method)
minimum_reference_length() (neuralmonkey.evaluators.bleu.BLEUEvaluator static method)
missing_attributes() (in module neuralmonkey.checking)
mlp_output() (in module neuralmonkey.decoders.output_projection)
modified_ngram_precision() (neuralmonkey.evaluators.bleu.BLEUEvaluator static method)
multilayer_perceptron() (in module neuralmonkey.nn.mlp)
MultilayerPerceptron (class in neuralmonkey.nn.mlp)
N
name (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.decoders (module)
neuralmonkey.decoders.encoder_projection (module)
neuralmonkey.decoders.output_projection (module)
neuralmonkey.decoding_function (module)
neuralmonkey.decorators (module)
neuralmonkey.encoders (module)
neuralmonkey.encoders.attentive (module)
neuralmonkey.evaluators (module)
neuralmonkey.evaluators.accuracy (module)
neuralmonkey.evaluators.bleu (module)
neuralmonkey.evaluators.bleu_ref (module)
neuralmonkey.evaluators.edit_distance (module)
neuralmonkey.evaluators.perplexity (module)
neuralmonkey.functions (module)
neuralmonkey.logging (module)
neuralmonkey.model (module)
neuralmonkey.nn (module)
neuralmonkey.nn.bidirectional_rnn_layer (module)
neuralmonkey.nn.init_ops (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.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.utils (module)
neuralmonkey.runners (module)
neuralmonkey.runners.base_runner (module)
neuralmonkey.runners.runner (module)
neuralmonkey.tests (module)
neuralmonkey.tests.test_bleu (module)
neuralmonkey.tests.test_config (module)
neuralmonkey.tests.test_functions (module)
neuralmonkey.tf_utils (module)
neuralmonkey.trainers (module)
neuralmonkey.trainers.generic_trainer (module)
next_to_execute() (neuralmonkey.runners.base_runner.Executable method)
(neuralmonkey.runners.runner.GreedyRunExecutable 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)
numpy_reader() (in module neuralmonkey.readers.numpy_reader)
O
Objective (class in neuralmonkey.trainers.generic_trainer)
orthogonal_initializer() (in module neuralmonkey.nn.init_ops)
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)
outputs_bidi (neuralmonkey.nn.bidirectional_rnn_layer.BidirectionalRNNLayer attribute)
P
parse_file() (in module neuralmonkey.config.parsing)
Perplexity (class in neuralmonkey.evaluators.perplexity)
PervasiveDropoutWrapper (class in neuralmonkey.nn.pervasive_dropout_wrapper)
piecewise_function() (in module neuralmonkey.functions)
pipeline() (in module neuralmonkey.processors.helpers)
postprocess_char_based() (in module neuralmonkey.processors.helpers)
preprocess_char_based() (in module neuralmonkey.processors.helpers)
print_header() (neuralmonkey.logging.Logging static method)
R
ratio() (neuralmonkey.evaluators.edit_distance.EditDistanceEvaluator static method)
reduce_execution_results() (in module neuralmonkey.runners.base_runner)
S
scalar_summaries (neuralmonkey.runners.base_runner.ExecutionResult attribute)
serialize_to_bytes() (neuralmonkey.evaluators.bleu_ref.BLEUReferenceImplWrapper method)
set_log_file() (neuralmonkey.logging.Logging static method)
softmax (neuralmonkey.nn.mlp.MultilayerPerceptron attribute)
state_size (neuralmonkey.nn.noisy_gru_cell.NoisyGRUCell attribute)
(neuralmonkey.nn.pervasive_dropout_wrapper.PervasiveDropoutWrapper attribute)
T
tensor() (in module neuralmonkey.decorators)
test_bleu() (neuralmonkey.tests.test_bleu.TestBLEU method)
test_empty_decoded() (neuralmonkey.tests.test_bleu.TestBLEU method)
test_empty_reference() (neuralmonkey.tests.test_bleu.TestBLEU method)
test_empty_sentence() (neuralmonkey.tests.test_bleu.TestBLEU method)
test_identical() (neuralmonkey.tests.test_bleu.TestBLEU method)
test_piecewise_constant() (neuralmonkey.tests.test_functions.TestPiecewiseFunction method)
test_splitter_bad_brackets() (neuralmonkey.tests.test_config.TestParsing method)
test_splitter_gen() (in module neuralmonkey.tests.test_config)
TestBLEU (class in neuralmonkey.tests.test_bleu)
TestParsing (class in neuralmonkey.tests.test_config)
TestPiecewiseFunction (class in neuralmonkey.tests.test_functions)
TrainExecutable (class in neuralmonkey.trainers.generic_trainer)
type_to_str() (in module neuralmonkey.checking)
U
untruecase() (in module neuralmonkey.processors.helpers)
UtfPlainTextReader() (in module neuralmonkey.readers.plain_text_reader)
W
weight (neuralmonkey.trainers.generic_trainer.Objective attribute)
WordAlignmentPreprocessor (class in neuralmonkey.processors.alignment)
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