Index
Symbols
|
_
|
A
|
B
|
C
|
D
|
E
|
F
|
G
|
H
|
I
|
J
|
K
|
L
|
M
|
N
|
O
|
P
|
R
|
S
|
T
|
U
|
V
|
W
|
X
|
Y
Symbols
**kwargs (gobbli.augment.bert.BERTMaskedLM parameter)
(gobbli.augment.BERTMaskedLM parameter)
(gobbli.augment.MarianMT parameter)
(gobbli.augment.bert.model.BERTMaskedLM parameter)
(gobbli.augment.marian.MarianMT parameter)
(gobbli.augment.marian.model.MarianMT parameter)
(gobbli.docker.run_container parameter)
(gobbli.model.BERT parameter)
(gobbli.model.FastText parameter)
(gobbli.model.MTDNN parameter)
(gobbli.model.MajorityClassifier parameter)
(gobbli.model.RandomEmbedder parameter)
(gobbli.model.SKLearnClassifier parameter)
(gobbli.model.SpaCyModel parameter)
(gobbli.model.TfidfEmbedder parameter)
(gobbli.model.Transformer parameter)
(gobbli.model.USE parameter)
(gobbli.model.base.BaseModel parameter)
(gobbli.model.bert.BERT parameter)
(gobbli.model.bert.model.BERT parameter)
(gobbli.model.fasttext.FastText parameter)
(gobbli.model.fasttext.model.FastText parameter)
(gobbli.model.majority.MajorityClassifier parameter)
(gobbli.model.mtdnn.MTDNN parameter)
(gobbli.model.mtdnn.model.MTDNN parameter)
(gobbli.model.random.RandomEmbedder parameter)
(gobbli.model.sklearn.SKLearnClassifier parameter)
(gobbli.model.sklearn.TfidfEmbedder parameter)
(gobbli.model.sklearn.model.SKLearnClassifier parameter)
(gobbli.model.sklearn.model.TfidfEmbedder parameter)
(gobbli.model.spacy.SpaCyModel parameter)
(gobbli.model.spacy.model.SpaCyModel parameter)
(gobbli.model.transformer.Transformer parameter)
(gobbli.model.transformer.model.Transformer parameter)
(gobbli.model.use.USE parameter)
(gobbli.model.use.model.USE parameter)
(gobbli.test.util.MockModel parameter)
_
_console_output (gobbli.io.EmbedOutput parameter)
(gobbli.io.PredictOutput parameter)
(gobbli.io.TrainOutput parameter)
A
archive_extract_dir (gobbli.util.download_archive parameter)
(gobbli.util.extract_archive parameter)
archive_path (gobbli.util.extract_archive parameter)
archive_url (gobbli.util.download_archive parameter)
as_multiclass() (in module gobbli.util)
as_multilabel() (in module gobbli.util)
assert_in() (in module gobbli.util)
assert_type() (in module gobbli.util)
augment() (gobbli.augment.base.BaseAugment method)
(gobbli.augment.BERTMaskedLM method)
(gobbli.augment.MarianMT method)
(gobbli.augment.Word2Vec method)
(gobbli.augment.WordNet method)
(gobbli.augment.bert.BERTMaskedLM method)
(gobbli.augment.bert.model.BERTMaskedLM method)
(gobbli.augment.marian.MarianMT method)
(gobbli.augment.marian.model.MarianMT method)
(gobbli.augment.word2vec.Word2Vec method)
(gobbli.augment.wordnet.WordNet method)
augment_dir() (in module gobbli.augment.base)
B
base_path (gobbli.experiment.classification.ClassificationExperimentResults.get_checkpoint parameter)
BaseAugment (class in gobbli.augment.base)
BaseDataset (class in gobbli.dataset.base)
BaseExperiment (class in gobbli.experiment.base)
BaseModel (class in gobbli.model.base)
BERT (class in gobbli.model)
(class in gobbli.model.bert)
(class in gobbli.model.bert.model)
BERT_MODEL_ARCHIVES (in module gobbli.model.bert.model)
BERTMaskedLM (class in gobbli.augment)
(class in gobbli.augment.bert)
(class in gobbli.augment.bert.model)
best_model_checkpoint (gobbli.experiment.classification.ClassificationExperimentResults parameter)
best_model_checkpoint_name (gobbli.experiment.classification.ClassificationExperimentResults parameter)
blob (gobbli.util.blob_to_dir parameter)
blob_to_dir() (in module gobbli.util)
build() (gobbli.augment.bert.BERTMaskedLM method)
(gobbli.augment.BERTMaskedLM method)
(gobbli.augment.MarianMT method)
(gobbli.augment.bert.model.BERTMaskedLM method)
(gobbli.augment.marian.MarianMT method)
(gobbli.augment.marian.model.MarianMT method)
(gobbli.model.BERT method)
(gobbli.model.FastText method)
(gobbli.model.MTDNN method)
(gobbli.model.MajorityClassifier method)
(gobbli.model.RandomEmbedder method)
(gobbli.model.SKLearnClassifier method)
(gobbli.model.SpaCyModel method)
(gobbli.model.TfidfEmbedder method)
(gobbli.model.Transformer method)
(gobbli.model.USE method)
(gobbli.model.base.BaseModel method)
(gobbli.model.bert.BERT method)
(gobbli.model.bert.model.BERT method)
(gobbli.model.fasttext.FastText method)
(gobbli.model.fasttext.model.FastText method)
(gobbli.model.majority.MajorityClassifier method)
(gobbli.model.mtdnn.MTDNN method)
(gobbli.model.mtdnn.model.MTDNN method)
(gobbli.model.random.RandomEmbedder method)
(gobbli.model.sklearn.SKLearnClassifier method)
(gobbli.model.sklearn.TfidfEmbedder method)
(gobbli.model.sklearn.model.SKLearnClassifier method)
(gobbli.model.sklearn.model.TfidfEmbedder method)
(gobbli.model.spacy.SpaCyModel method)
(gobbli.model.spacy.model.SpaCyModel method)
(gobbli.model.transformer.Transformer method)
(gobbli.model.transformer.model.Transformer method)
(gobbli.model.use.USE method)
(gobbli.model.use.model.USE method)
(gobbli.test.util.MockModel method)
C
check_embed_output() (in module gobbli.test.classification.test_embeddings)
check_predict_output() (in module gobbli.test.classification.test_classifiers)
checkpoint (gobbli.io.EmbedInput attribute)
(gobbli.io.EmbedInput parameter)
(gobbli.io.PredictInput attribute)
(gobbli.io.PredictInput parameter)
(gobbli.io.TrainInput attribute)
(gobbli.io.TrainInput parameter)
(gobbli.io.TrainOutput attribute)
(gobbli.io.TrainOutput parameter)
checkpoint_id (gobbli.experiment.classification.RemoteTrainResult parameter)
checkpoint_name (gobbli.experiment.classification.RemoteTrainResult parameter)
class_weights_dir() (gobbli.augment.bert.BERTMaskedLM property)
(gobbli.augment.BERTMaskedLM property)
(gobbli.augment.MarianMT property)
(gobbli.augment.bert.model.BERTMaskedLM property)
(gobbli.augment.marian.MarianMT property)
(gobbli.augment.marian.model.MarianMT property)
(gobbli.model.BERT property)
(gobbli.model.FastText property)
(gobbli.model.MTDNN property)
(gobbli.model.MajorityClassifier property)
(gobbli.model.RandomEmbedder property)
(gobbli.model.SKLearnClassifier property)
(gobbli.model.SpaCyModel property)
(gobbli.model.TfidfEmbedder property)
(gobbli.model.Transformer property)
(gobbli.model.USE property)
(gobbli.model.base.BaseModel property)
(gobbli.model.bert.BERT property)
(gobbli.model.bert.model.BERT property)
(gobbli.model.fasttext.FastText property)
(gobbli.model.fasttext.model.FastText property)
(gobbli.model.majority.MajorityClassifier property)
(gobbli.model.mtdnn.MTDNN property)
(gobbli.model.mtdnn.model.MTDNN property)
(gobbli.model.random.RandomEmbedder property)
(gobbli.model.sklearn.SKLearnClassifier property)
(gobbli.model.sklearn.TfidfEmbedder property)
(gobbli.model.sklearn.model.SKLearnClassifier property)
(gobbli.model.sklearn.model.TfidfEmbedder property)
(gobbli.model.spacy.SpaCyModel property)
(gobbli.model.spacy.model.SpaCyModel property)
(gobbli.model.transformer.Transformer property)
(gobbli.model.transformer.model.Transformer property)
(gobbli.model.use.USE property)
(gobbli.model.use.model.USE property)
(gobbli.test.util.MockModel property)
ClassificationError (class in gobbli.inspect.evaluate)
ClassificationEvaluation (class in gobbli.inspect.evaluate)
ClassificationExperiment (class in gobbli.experiment)
(class in gobbli.experiment.classification)
ClassificationExperimentResults (class in gobbli.experiment.classification)
cleanup() (in module gobbli.util)
client (gobbli.docker.run_container parameter)
cls (gobbli.util.assert_type parameter)
cmd (gobbli.docker.run_container parameter)
collect_labels() (in module gobbli.util)
container (gobbli.util.assert_in parameter)
container_input_dir() (gobbli.model.context.ContainerTaskContext property)
container_output_dir() (gobbli.model.context.ContainerTaskContext property)
container_path (gobbli.docker.maybe_mount parameter)
container_root_dir() (gobbli.model.context.ContainerTaskContext property)
ContainerTaskContext (class in gobbli.model.context)
copy_file() (in module gobbli.util)
D
data_dir (gobbli.augment.bert.BERTMaskedLM parameter)
(gobbli.augment.BERTMaskedLM parameter)
(gobbli.augment.MarianMT parameter)
(gobbli.augment.bert.model.BERTMaskedLM parameter)
(gobbli.augment.marian.MarianMT parameter)
(gobbli.augment.marian.model.MarianMT parameter)
(gobbli.experiment.base.BaseExperiment parameter)
(gobbli.model.BERT parameter)
(gobbli.model.FastText parameter)
(gobbli.model.MTDNN parameter)
(gobbli.model.MajorityClassifier parameter)
(gobbli.model.RandomEmbedder parameter)
(gobbli.model.SKLearnClassifier parameter)
(gobbli.model.SpaCyModel parameter)
(gobbli.model.TfidfEmbedder parameter)
(gobbli.model.Transformer parameter)
(gobbli.model.USE parameter)
(gobbli.model.base.BaseModel parameter)
(gobbli.model.bert.BERT parameter)
(gobbli.model.bert.model.BERT parameter)
(gobbli.model.fasttext.FastText parameter)
(gobbli.model.fasttext.model.FastText parameter)
(gobbli.model.majority.MajorityClassifier parameter)
(gobbli.model.mtdnn.MTDNN parameter)
(gobbli.model.mtdnn.model.MTDNN parameter)
(gobbli.model.random.RandomEmbedder parameter)
(gobbli.model.sklearn.SKLearnClassifier parameter)
(gobbli.model.sklearn.TfidfEmbedder parameter)
(gobbli.model.sklearn.model.SKLearnClassifier parameter)
(gobbli.model.sklearn.model.TfidfEmbedder parameter)
(gobbli.model.spacy.SpaCyModel parameter)
(gobbli.model.spacy.model.SpaCyModel parameter)
(gobbli.model.transformer.Transformer parameter)
(gobbli.model.transformer.model.Transformer parameter)
(gobbli.model.use.USE parameter)
(gobbli.model.use.model.USE parameter)
(gobbli.test.util.MockExperiment parameter)
(gobbli.test.util.MockModel parameter)
data_dir() (gobbli.augment.base.BaseAugment class method)
(gobbli.augment.BERTMaskedLM method)
(gobbli.augment.MarianMT method)
(gobbli.augment.Word2Vec class method)
(gobbli.augment.WordNet class method)
(gobbli.augment.bert.BERTMaskedLM method)
(gobbli.augment.bert.model.BERTMaskedLM method)
(gobbli.augment.marian.MarianMT method)
(gobbli.augment.marian.model.MarianMT method)
(gobbli.augment.word2vec.Word2Vec class method)
(gobbli.augment.wordnet.WordNet class method)
(gobbli.dataset.IMDBDataset class method)
(gobbli.dataset.MovieSummaryDataset class method)
(gobbli.dataset.NewsgroupsDataset class method)
(gobbli.dataset.TrivialDataset class method)
(gobbli.dataset.base.BaseDataset class method)
(gobbli.dataset.cmu_movie_summary.MovieSummaryDataset class method)
(gobbli.dataset.imdb.IMDBDataset class method)
(gobbli.dataset.nested_file.NestedFileDataset class method)
(gobbli.dataset.newsgroups.NewsgroupsDataset class method)
(gobbli.dataset.trivial.TrivialDataset class method)
(gobbli.experiment.ClassificationExperiment method)
(gobbli.experiment.base.BaseExperiment method)
(gobbli.experiment.classification.ClassificationExperiment method)
(gobbli.model.BERT method)
(gobbli.model.FastText method)
(gobbli.model.MTDNN method)
(gobbli.model.MajorityClassifier method)
(gobbli.model.RandomEmbedder method)
(gobbli.model.SKLearnClassifier method)
(gobbli.model.SpaCyModel method)
(gobbli.model.TfidfEmbedder method)
(gobbli.model.Transformer method)
(gobbli.model.USE method)
(gobbli.model.base.BaseModel method)
(gobbli.model.bert.BERT method)
(gobbli.model.bert.model.BERT method)
(gobbli.model.fasttext.FastText method)
(gobbli.model.fasttext.model.FastText method)
(gobbli.model.majority.MajorityClassifier method)
(gobbli.model.mixin.EmbedMixin method)
(gobbli.model.mixin.PredictMixin method)
(gobbli.model.mixin.TrainMixin method)
(gobbli.model.mtdnn.MTDNN method)
(gobbli.model.mtdnn.model.MTDNN method)
(gobbli.model.random.RandomEmbedder method)
(gobbli.model.sklearn.SKLearnClassifier method)
(gobbli.model.sklearn.TfidfEmbedder method)
(gobbli.model.sklearn.model.SKLearnClassifier method)
(gobbli.model.sklearn.model.TfidfEmbedder method)
(gobbli.model.spacy.SpaCyModel method)
(gobbli.model.spacy.model.SpaCyModel method)
(gobbli.model.transformer.Transformer method)
(gobbli.model.transformer.model.Transformer method)
(gobbli.model.use.USE method)
(gobbli.model.use.model.USE method)
(gobbli.test.util.MockDataset class method)
(gobbli.test.util.MockExperiment method)
(gobbli.test.util.MockModel method)
DATASET (gobbli.dataset.trivial.TrivialDataset attribute)
(gobbli.dataset.TrivialDataset attribute)
dataset (gobbli.experiment.base.BaseExperiment parameter)
(gobbli.test.util.MockExperiment parameter)
dataset_dir() (in module gobbli.dataset.base)
dataset_split (gobbli.experiment.classification.ClassificationExperiment.run parameter)
(gobbli.experiment.ClassificationExperiment.run parameter)
default_gobbli_dir() (in module gobbli.util)
DEFAULT_METRICS (in module gobbli.inspect.evaluate)
DELIMITER (gobbli.dataset.imdb.IMDBDataset attribute)
(gobbli.dataset.IMDBDataset attribute)
(gobbli.dataset.NewsgroupsDataset attribute)
(gobbli.dataset.nested_file.NestedFileDataset attribute)
(gobbli.dataset.newsgroups.NewsgroupsDataset attribute)
dest_path (gobbli.util.copy_file parameter)
detokenize() (in module gobbli.util)
DIMENSIONALITY (gobbli.model.random.RandomEmbedder attribute)
(gobbli.model.RandomEmbedder attribute)
dir_path (gobbli.util.blob_to_dir parameter)
(gobbli.util.dir_to_blob parameter)
(gobbli.util.is_dir_empty parameter)
dir_to_blob() (in module gobbli.util)
disk_usage() (in module gobbli.util)
distributed (gobbli.experiment.base.BaseExperiment parameter)
(gobbli.test.util.MockExperiment parameter)
diversity (gobbli.augment.Word2Vec parameter)
(gobbli.augment.word2vec.Word2Vec parameter)
do_lower_case() (gobbli.model.BERT property)
(gobbli.model.bert.BERT property)
(gobbli.model.bert.model.BERT property)
DOCKER_ROOT (in module gobbli.model.context)
download() (gobbli.dataset.imdb.IMDBDataset method)
(gobbli.dataset.IMDBDataset method)
(gobbli.dataset.NewsgroupsDataset method)
(gobbli.dataset.nested_file.NestedFileDataset method)
(gobbli.dataset.newsgroups.NewsgroupsDataset method)
download_archive() (in module gobbli.util)
download_dir() (in module gobbli.util)
download_file() (in module gobbli.util)
E
embed() (gobbli.model.BERT method)
(gobbli.model.FastText method)
(gobbli.model.RandomEmbedder method)
(gobbli.model.SpaCyModel method)
(gobbli.model.TfidfEmbedder method)
(gobbli.model.Transformer method)
(gobbli.model.USE method)
(gobbli.model.bert.BERT method)
(gobbli.model.bert.model.BERT method)
(gobbli.model.fasttext.FastText method)
(gobbli.model.fasttext.model.FastText method)
(gobbli.model.mixin.EmbedMixin method)
(gobbli.model.random.RandomEmbedder method)
(gobbli.model.sklearn.TfidfEmbedder method)
(gobbli.model.sklearn.model.TfidfEmbedder method)
(gobbli.model.spacy.SpaCyModel method)
(gobbli.model.spacy.model.SpaCyModel method)
(gobbli.model.transformer.Transformer method)
(gobbli.model.transformer.model.Transformer method)
(gobbli.model.use.USE method)
(gobbli.model.use.model.USE method)
embed_batch_size (gobbli.io.EmbedInput attribute)
(gobbli.io.EmbedInput parameter)
embed_dir() (gobbli.model.BERT method)
(gobbli.model.FastText method)
(gobbli.model.RandomEmbedder method)
(gobbli.model.SpaCyModel method)
(gobbli.model.TfidfEmbedder method)
(gobbli.model.Transformer method)
(gobbli.model.USE method)
(gobbli.model.bert.BERT method)
(gobbli.model.bert.model.BERT method)
(gobbli.model.fasttext.FastText method)
(gobbli.model.fasttext.model.FastText method)
(gobbli.model.mixin.EmbedMixin method)
(gobbli.model.random.RandomEmbedder method)
(gobbli.model.sklearn.TfidfEmbedder method)
(gobbli.model.sklearn.model.TfidfEmbedder method)
(gobbli.model.spacy.SpaCyModel method)
(gobbli.model.spacy.model.SpaCyModel method)
(gobbli.model.transformer.Transformer method)
(gobbli.model.transformer.model.Transformer method)
(gobbli.model.use.USE method)
(gobbli.model.use.model.USE method)
embed_dir_name (gobbli.model.bert.BERT.embed parameter)
(gobbli.model.BERT.embed parameter)
(gobbli.model.FastText.embed parameter)
(gobbli.model.RandomEmbedder.embed parameter)
(gobbli.model.SpaCyModel.embed parameter)
(gobbli.model.TfidfEmbedder.embed parameter)
(gobbli.model.Transformer.embed parameter)
(gobbli.model.USE.embed parameter)
(gobbli.model.bert.model.BERT.embed parameter)
(gobbli.model.fasttext.FastText.embed parameter)
(gobbli.model.fasttext.model.FastText.embed parameter)
(gobbli.model.mixin.EmbedMixin.embed parameter)
(gobbli.model.random.RandomEmbedder.embed parameter)
(gobbli.model.sklearn.TfidfEmbedder.embed parameter)
(gobbli.model.sklearn.model.TfidfEmbedder.embed parameter)
(gobbli.model.spacy.SpaCyModel.embed parameter)
(gobbli.model.spacy.model.SpaCyModel.embed parameter)
(gobbli.model.transformer.Transformer.embed parameter)
(gobbli.model.transformer.model.Transformer.embed parameter)
(gobbli.model.use.USE.embed parameter)
(gobbli.model.use.model.USE.embed parameter)
embed_input (gobbli.model.bert.BERT.embed parameter)
(gobbli.model.BERT.embed parameter)
(gobbli.model.FastText.embed parameter)
(gobbli.model.RandomEmbedder.embed parameter)
(gobbli.model.SpaCyModel.embed parameter)
(gobbli.model.TfidfEmbedder.embed parameter)
(gobbli.model.Transformer.embed parameter)
(gobbli.model.USE.embed parameter)
(gobbli.model.bert.model.BERT.embed parameter)
(gobbli.model.fasttext.FastText.embed parameter)
(gobbli.model.fasttext.model.FastText.embed parameter)
(gobbli.model.mixin.EmbedMixin.embed parameter)
(gobbli.model.random.RandomEmbedder.embed parameter)
(gobbli.model.sklearn.TfidfEmbedder.embed parameter)
(gobbli.model.sklearn.model.TfidfEmbedder.embed parameter)
(gobbli.model.spacy.SpaCyModel.embed parameter)
(gobbli.model.spacy.model.SpaCyModel.embed parameter)
(gobbli.model.transformer.Transformer.embed parameter)
(gobbli.model.transformer.model.Transformer.embed parameter)
(gobbli.model.use.USE.embed parameter)
(gobbli.model.use.model.USE.embed parameter)
embed_input() (gobbli.dataset.base.BaseDataset method)
(gobbli.dataset.IMDBDataset method)
(gobbli.dataset.MovieSummaryDataset method)
(gobbli.dataset.NewsgroupsDataset method)
(gobbli.dataset.TrivialDataset method)
(gobbli.dataset.cmu_movie_summary.MovieSummaryDataset method)
(gobbli.dataset.imdb.IMDBDataset method)
(gobbli.dataset.nested_file.NestedFileDataset method)
(gobbli.dataset.newsgroups.NewsgroupsDataset method)
(gobbli.dataset.trivial.TrivialDataset method)
(gobbli.test.util.MockDataset method)
embed_tokens (gobbli.io.EmbedOutput attribute)
(gobbli.io.EmbedOutput parameter)
EmbedInput (class in gobbli.io)
EmbedMixin (class in gobbli.model.mixin)
EmbedOutput (class in gobbli.io)
EmbedPooling (class in gobbli.io)
errors() (gobbli.experiment.classification.ClassificationExperimentResults method)
(gobbli.inspect.evaluate.ClassificationEvaluation method)
errors_for_label() (gobbli.inspect.evaluate.ClassificationEvaluation method)
errors_report() (gobbli.experiment.classification.ClassificationExperimentResults method)
(gobbli.inspect.evaluate.ClassificationEvaluation method)
escape_line_delimited_text() (in module gobbli.util)
escape_line_delimited_texts() (in module gobbli.util)
estimator (gobbli.model.sklearn.model.persist_estimator parameter)
(gobbli.model.sklearn.persist_estimator parameter)
experiment_dir() (in module gobbli.experiment.base)
extract_archive() (in module gobbli.util)
F
FastText (class in gobbli.model)
(class in gobbli.model.fasttext)
(class in gobbli.model.fasttext.model)
FASTTEXT_VECTOR_ARCHIVES (in module gobbli.model.fasttext.model)
FastTextCheckpoint (class in gobbli.model.fasttext)
(class in gobbli.model.fasttext.model)
file_path (gobbli.util.read_metadata parameter)
(gobbli.util.write_metadata parameter)
filename (gobbli.util.download_archive parameter)
(gobbli.util.download_file parameter)
filepath (gobbli.util.is_archive parameter)
folders() (gobbli.dataset.imdb.IMDBDataset method)
(gobbli.dataset.IMDBDataset method)
(gobbli.dataset.NewsgroupsDataset method)
(gobbli.dataset.nested_file.NestedFileDataset method)
(gobbli.dataset.newsgroups.NewsgroupsDataset method)
force (gobbli.util.cleanup parameter)
format_container_output() (in module gobbli.docker)
format_duration() (in module gobbli.util)
full (gobbli.util.cleanup parameter)
G
generate_uuid() (in module gobbli.util)
get_checkpoint() (gobbli.experiment.classification.ClassificationExperimentResults method)
get_worker_ip() (in module gobbli.experiment.base)
gobbli (module)
gobbli.augment (module)
gobbli.augment.base (module)
gobbli.augment.bert (module)
gobbli.augment.bert.model (module)
gobbli.augment.marian (module)
gobbli.augment.marian.model (module)
gobbli.augment.word2vec (module)
gobbli.augment.wordnet (module)
gobbli.cli (module)
gobbli.dataset (module)
gobbli.dataset.base (module)
gobbli.dataset.cmu_movie_summary (module)
gobbli.dataset.imdb (module)
gobbli.dataset.nested_file (module)
gobbli.dataset.newsgroups (module)
gobbli.dataset.trivial (module)
gobbli.docker (module)
gobbli.experiment (module)
gobbli.experiment.base (module)
gobbli.experiment.classification (module)
gobbli.inspect (module)
gobbli.inspect.evaluate (module)
gobbli.io (module)
gobbli.model (module)
gobbli.model.base (module)
gobbli.model.bert (module)
gobbli.model.bert.model (module)
gobbli.model.context (module)
gobbli.model.fasttext (module)
gobbli.model.fasttext.model (module)
gobbli.model.majority (module)
gobbli.model.mixin (module)
gobbli.model.mtdnn (module)
gobbli.model.mtdnn.model (module)
gobbli.model.random (module)
gobbli.model.sklearn (module)
gobbli.model.sklearn.model (module)
gobbli.model.spacy (module)
gobbli.model.spacy.model (module)
gobbli.model.transformer (module)
gobbli.model.transformer.model (module)
gobbli.model.use (module)
gobbli.model.use.model (module)
gobbli.test (module)
gobbli.test.augment (module)
gobbli.test.augment.test_bertmaskedlm (module)
gobbli.test.augment.test_marian (module)
gobbli.test.augment.test_word2vec (module)
gobbli.test.augment.test_wordnet (module)
gobbli.test.classification (module)
gobbli.test.classification.test_classifiers (module)
gobbli.test.classification.test_embeddings (module)
gobbli.test.dataset (module)
gobbli.test.dataset.test_base_dataset (module)
gobbli.test.dataset.test_cmu_movie_summary (module)
gobbli.test.dataset.test_imdb (module)
gobbli.test.dataset.test_newsgroups (module)
gobbli.test.experiment (module)
gobbli.test.experiment.test_base_experiment (module)
gobbli.test.experiment.test_classification_experiment (module)
gobbli.test.interactive (module)
gobbli.test.interactive.test_util (module)
gobbli.test.model (module)
gobbli.test.model.test_base_model (module)
gobbli.test.model.test_bert (module)
gobbli.test.model.test_fasttext (module)
gobbli.test.model.test_mtdnn (module)
gobbli.test.model.test_sklearn (module)
gobbli.test.model.test_spacy (module)
gobbli.test.model.test_transformer (module)
gobbli.test.model.test_use (module)
gobbli.test.test_io (module)
gobbli.test.test_util (module)
gobbli.test.util (module)
gobbli.util (module)
gobbli_dir (gobbli.experiment.base.init_worker_env parameter)
gobbli_dir() (in module gobbli.util)
gobbli_version() (in module gobbli.util)
grid_params (gobbli.model.sklearn.make_cv_tfidf_logistic_regression parameter)
(gobbli.model.sklearn.model.make_cv_tfidf_logistic_regression parameter)
H
host_cache_dir() (gobbli.augment.bert.BERTMaskedLM property)
(gobbli.augment.BERTMaskedLM property)
(gobbli.augment.MarianMT property)
(gobbli.augment.bert.model.BERTMaskedLM property)
(gobbli.augment.marian.MarianMT property)
(gobbli.augment.marian.model.MarianMT property)
(gobbli.model.SpaCyModel property)
(gobbli.model.Transformer property)
(gobbli.model.spacy.SpaCyModel property)
(gobbli.model.spacy.model.SpaCyModel property)
(gobbli.model.transformer.Transformer property)
(gobbli.model.transformer.model.Transformer property)
host_dir (gobbli.model.context.ContainerTaskContext.to_container parameter)
host_dir() (gobbli.model.context.ContainerTaskContext method)
host_input_dir() (gobbli.model.context.ContainerTaskContext property)
host_output_dir() (gobbli.model.context.ContainerTaskContext property)
host_path (gobbli.docker.maybe_mount parameter)
human_disk_usage() (in module gobbli.util)
I
ignore_ray_initialized_error (gobbli.experiment.base.BaseExperiment parameter)
(gobbli.test.util.MockExperiment parameter)
image_tag (gobbli.docker.run_container parameter)
image_tag() (gobbli.augment.bert.BERTMaskedLM property)
(gobbli.augment.BERTMaskedLM property)
(gobbli.augment.MarianMT property)
(gobbli.augment.bert.model.BERTMaskedLM property)
(gobbli.augment.marian.MarianMT property)
(gobbli.augment.marian.model.MarianMT property)
(gobbli.model.BERT property)
(gobbli.model.FastText property)
(gobbli.model.MTDNN property)
(gobbli.model.SpaCyModel property)
(gobbli.model.Transformer property)
(gobbli.model.USE property)
(gobbli.model.bert.BERT property)
(gobbli.model.bert.model.BERT property)
(gobbli.model.fasttext.FastText property)
(gobbli.model.fasttext.model.FastText property)
(gobbli.model.mtdnn.MTDNN property)
(gobbli.model.mtdnn.model.MTDNN property)
(gobbli.model.spacy.SpaCyModel property)
(gobbli.model.spacy.model.SpaCyModel property)
(gobbli.model.transformer.Transformer property)
(gobbli.model.transformer.model.Transformer property)
(gobbli.model.use.USE property)
(gobbli.model.use.model.USE property)
IMDBDataset (class in gobbli.dataset)
(class in gobbli.dataset.imdb)
info_path() (gobbli.augment.bert.BERTMaskedLM property)
(gobbli.augment.BERTMaskedLM property)
(gobbli.augment.MarianMT property)
(gobbli.augment.bert.model.BERTMaskedLM property)
(gobbli.augment.marian.MarianMT property)
(gobbli.augment.marian.model.MarianMT property)
(gobbli.model.BERT property)
(gobbli.model.FastText property)
(gobbli.model.MTDNN property)
(gobbli.model.MajorityClassifier property)
(gobbli.model.RandomEmbedder property)
(gobbli.model.SKLearnClassifier property)
(gobbli.model.SpaCyModel property)
(gobbli.model.TfidfEmbedder property)
(gobbli.model.Transformer property)
(gobbli.model.USE property)
(gobbli.model.base.BaseModel property)
(gobbli.model.bert.BERT property)
(gobbli.model.bert.model.BERT property)
(gobbli.model.fasttext.FastText property)
(gobbli.model.fasttext.model.FastText property)
(gobbli.model.majority.MajorityClassifier property)
(gobbli.model.mtdnn.MTDNN property)
(gobbli.model.mtdnn.model.MTDNN property)
(gobbli.model.random.RandomEmbedder property)
(gobbli.model.sklearn.SKLearnClassifier property)
(gobbli.model.sklearn.TfidfEmbedder property)
(gobbli.model.sklearn.model.SKLearnClassifier property)
(gobbli.model.sklearn.model.TfidfEmbedder property)
(gobbli.model.spacy.SpaCyModel property)
(gobbli.model.spacy.model.SpaCyModel property)
(gobbli.model.transformer.Transformer property)
(gobbli.model.transformer.model.Transformer property)
(gobbli.model.use.USE property)
(gobbli.model.use.model.USE property)
(gobbli.test.util.MockModel property)
init() (gobbli.augment.bert.BERTMaskedLM method)
(gobbli.augment.BERTMaskedLM method)
(gobbli.augment.MarianMT method)
(gobbli.augment.bert.model.BERTMaskedLM method)
(gobbli.augment.marian.MarianMT method)
(gobbli.augment.marian.model.MarianMT method)
(gobbli.model.BERT method)
(gobbli.model.FastText method)
(gobbli.model.MTDNN method)
(gobbli.model.MajorityClassifier method)
(gobbli.model.RandomEmbedder method)
(gobbli.model.SKLearnClassifier method)
(gobbli.model.SpaCyModel method)
(gobbli.model.TfidfEmbedder method)
(gobbli.model.Transformer method)
(gobbli.model.USE method)
(gobbli.model.base.BaseModel method)
(gobbli.model.bert.BERT method)
(gobbli.model.bert.model.BERT method)
(gobbli.model.fasttext.FastText method)
(gobbli.model.fasttext.model.FastText method)
(gobbli.model.majority.MajorityClassifier method)
(gobbli.model.mtdnn.MTDNN method)
(gobbli.model.mtdnn.model.MTDNN method)
(gobbli.model.random.RandomEmbedder method)
(gobbli.model.sklearn.SKLearnClassifier method)
(gobbli.model.sklearn.TfidfEmbedder method)
(gobbli.model.sklearn.model.SKLearnClassifier method)
(gobbli.model.sklearn.model.TfidfEmbedder method)
(gobbli.model.spacy.SpaCyModel method)
(gobbli.model.spacy.model.SpaCyModel method)
(gobbli.model.transformer.Transformer method)
(gobbli.model.transformer.model.Transformer method)
(gobbli.model.use.USE method)
(gobbli.model.use.model.USE method)
(gobbli.test.util.MockModel method)
init_gpu_config() (in module gobbli.experiment.base)
init_worker_env() (in module gobbli.experiment.base)
INTERACTIVE_DIR (in module gobbli.cli)
ip_address (gobbli.experiment.classification.RemoteTrainResult parameter)
is_archive() (in module gobbli.util)
is_dir_empty() (in module gobbli.util)
is_multilabel() (in module gobbli.util)
J
junk_paths (gobbli.util.download_archive parameter)
(gobbli.util.extract_archive parameter)
K
k (gobbli.inspect.evaluate.ClassificationEvaluation.errors parameter)
(gobbli.inspect.evaluate.ClassificationEvaluation.errors_for_label parameter)
(gobbli.inspect.evaluate.ClassificationEvaluation.errors_report parameter)
L
l1 (gobbli.util.shuffle_together parameter)
l2 (gobbli.util.shuffle_together parameter)
label (gobbli.inspect.evaluate.ClassificationEvaluation.errors_for_label parameter)
LABELS (gobbli.dataset.trivial.TrivialDataset attribute)
(gobbli.dataset.TrivialDataset attribute)
labels (gobbli.experiment.classification.ClassificationExperimentResults parameter)
(gobbli.experiment.classification.RemoteTrainResult parameter)
(gobbli.inspect.evaluate.ClassificationEvaluation parameter)
(gobbli.io.PredictInput parameter)
(gobbli.io.TrainOutput parameter)
(gobbli.util.multilabel_to_indicator_df parameter)
labels() (gobbli.dataset.imdb.IMDBDataset method)
(gobbli.dataset.IMDBDataset method)
(gobbli.dataset.NewsgroupsDataset method)
(gobbli.dataset.nested_file.NestedFileDataset method)
(gobbli.dataset.newsgroups.NewsgroupsDataset method)
(gobbli.io.TrainInput method)
LANGUAGE_CODE_MAPPING (gobbli.augment.marian.MarianMT attribute)
(gobbli.augment.MarianMT attribute)
(gobbli.augment.marian.model.MarianMT attribute)
length (gobbli.util.truncate_text parameter)
limit (gobbli.experiment.base.BaseExperiment parameter)
(gobbli.test.util.MockExperiment parameter)
load() (gobbli.dataset.base.BaseDataset class method)
(gobbli.dataset.IMDBDataset class method)
(gobbli.dataset.MovieSummaryDataset class method)
(gobbli.dataset.NewsgroupsDataset class method)
(gobbli.dataset.TrivialDataset class method)
(gobbli.dataset.cmu_movie_summary.MovieSummaryDataset class method)
(gobbli.dataset.imdb.IMDBDataset class method)
(gobbli.dataset.nested_file.NestedFileDataset class method)
(gobbli.dataset.newsgroups.NewsgroupsDataset class method)
(gobbli.dataset.trivial.TrivialDataset class method)
(gobbli.test.util.MockDataset class method)
load_existing (gobbli.augment.bert.BERTMaskedLM parameter)
(gobbli.augment.BERTMaskedLM parameter)
(gobbli.augment.MarianMT parameter)
(gobbli.augment.bert.model.BERTMaskedLM parameter)
(gobbli.augment.marian.MarianMT parameter)
(gobbli.augment.marian.model.MarianMT parameter)
(gobbli.model.BERT parameter)
(gobbli.model.FastText parameter)
(gobbli.model.MTDNN parameter)
(gobbli.model.MajorityClassifier parameter)
(gobbli.model.RandomEmbedder parameter)
(gobbli.model.SKLearnClassifier parameter)
(gobbli.model.SpaCyModel parameter)
(gobbli.model.TfidfEmbedder parameter)
(gobbli.model.Transformer parameter)
(gobbli.model.USE parameter)
(gobbli.model.base.BaseModel parameter)
(gobbli.model.bert.BERT parameter)
(gobbli.model.bert.model.BERT parameter)
(gobbli.model.fasttext.FastText parameter)
(gobbli.model.fasttext.model.FastText parameter)
(gobbli.model.majority.MajorityClassifier parameter)
(gobbli.model.mtdnn.MTDNN parameter)
(gobbli.model.mtdnn.model.MTDNN parameter)
(gobbli.model.random.RandomEmbedder parameter)
(gobbli.model.sklearn.SKLearnClassifier parameter)
(gobbli.model.sklearn.TfidfEmbedder parameter)
(gobbli.model.sklearn.model.SKLearnClassifier parameter)
(gobbli.model.sklearn.model.TfidfEmbedder parameter)
(gobbli.model.spacy.SpaCyModel parameter)
(gobbli.model.spacy.model.SpaCyModel parameter)
(gobbli.model.transformer.Transformer parameter)
(gobbli.model.transformer.model.Transformer parameter)
(gobbli.model.use.USE parameter)
(gobbli.model.use.model.USE parameter)
(gobbli.test.util.MockModel parameter)
log_level (gobbli.experiment.base.init_worker_env parameter)
logger (gobbli.augment.bert.BERTMaskedLM parameter)
(gobbli.augment.BERTMaskedLM parameter)
(gobbli.augment.MarianMT parameter)
(gobbli.augment.bert.model.BERTMaskedLM parameter)
(gobbli.augment.marian.MarianMT parameter)
(gobbli.augment.marian.model.MarianMT parameter)
(gobbli.docker.run_container parameter)
(gobbli.model.BERT parameter)
(gobbli.model.FastText parameter)
(gobbli.model.MTDNN parameter)
(gobbli.model.MajorityClassifier parameter)
(gobbli.model.RandomEmbedder parameter)
(gobbli.model.SKLearnClassifier parameter)
(gobbli.model.SpaCyModel parameter)
(gobbli.model.TfidfEmbedder parameter)
(gobbli.model.Transformer parameter)
(gobbli.model.USE parameter)
(gobbli.model.base.BaseModel parameter)
(gobbli.model.bert.BERT parameter)
(gobbli.model.bert.model.BERT parameter)
(gobbli.model.fasttext.FastText parameter)
(gobbli.model.fasttext.model.FastText parameter)
(gobbli.model.majority.MajorityClassifier parameter)
(gobbli.model.mtdnn.MTDNN parameter)
(gobbli.model.mtdnn.model.MTDNN parameter)
(gobbli.model.random.RandomEmbedder parameter)
(gobbli.model.sklearn.SKLearnClassifier parameter)
(gobbli.model.sklearn.TfidfEmbedder parameter)
(gobbli.model.sklearn.model.SKLearnClassifier parameter)
(gobbli.model.sklearn.model.TfidfEmbedder parameter)
(gobbli.model.spacy.SpaCyModel parameter)
(gobbli.model.spacy.model.SpaCyModel parameter)
(gobbli.model.transformer.Transformer parameter)
(gobbli.model.transformer.model.Transformer parameter)
(gobbli.model.use.USE parameter)
(gobbli.model.use.model.USE parameter)
(gobbli.test.util.MockModel parameter)
LOGGER (in module gobbli.augment.word2vec)
(in module gobbli.dataset.base)
(in module gobbli.model.base)
(in module gobbli.util)
logger() (gobbli.augment.bert.BERTMaskedLM property)
(gobbli.augment.BERTMaskedLM property)
(gobbli.augment.MarianMT property)
(gobbli.augment.bert.model.BERTMaskedLM property)
(gobbli.augment.marian.MarianMT property)
(gobbli.augment.marian.model.MarianMT property)
(gobbli.model.BERT property)
(gobbli.model.FastText property)
(gobbli.model.MTDNN property)
(gobbli.model.MajorityClassifier property)
(gobbli.model.RandomEmbedder property)
(gobbli.model.SKLearnClassifier property)
(gobbli.model.SpaCyModel property)
(gobbli.model.TfidfEmbedder property)
(gobbli.model.Transformer property)
(gobbli.model.USE property)
(gobbli.model.base.BaseModel property)
(gobbli.model.bert.BERT property)
(gobbli.model.bert.model.BERT property)
(gobbli.model.fasttext.FastText property)
(gobbli.model.fasttext.model.FastText property)
(gobbli.model.majority.MajorityClassifier property)
(gobbli.model.mixin.EmbedMixin property)
(gobbli.model.mixin.PredictMixin property)
(gobbli.model.mixin.TrainMixin property)
(gobbli.model.mtdnn.MTDNN property)
(gobbli.model.mtdnn.model.MTDNN property)
(gobbli.model.random.RandomEmbedder property)
(gobbli.model.sklearn.SKLearnClassifier property)
(gobbli.model.sklearn.TfidfEmbedder property)
(gobbli.model.sklearn.model.SKLearnClassifier property)
(gobbli.model.sklearn.model.TfidfEmbedder property)
(gobbli.model.spacy.SpaCyModel property)
(gobbli.model.spacy.model.SpaCyModel property)
(gobbli.model.transformer.Transformer property)
(gobbli.model.transformer.model.Transformer property)
(gobbli.model.use.USE property)
(gobbli.model.use.model.USE property)
(gobbli.test.util.MockModel property)
M
main (in module gobbli.cli)
main_evaluate (in module gobbli.cli)
main_explain (in module gobbli.cli)
main_explore (in module gobbli.cli)
MajorityClassifier (class in gobbli.model)
(class in gobbli.model.majority)
make_cv_tfidf_logistic_regression() (in module gobbli.model.sklearn)
(in module gobbli.model.sklearn.model)
make_default_tfidf_logistic_regression() (in module gobbli.model.sklearn)
(in module gobbli.model.sklearn.model)
make_document_windows() (in module gobbli.io)
make_gz() (in module gobbli.test.test_util)
make_tar_gz() (in module gobbli.test.test_util)
make_weights_file() (in module gobbli.test.augment.test_word2vec)
make_zip() (in module gobbli.test.test_util)
marian_inverse_model() (gobbli.augment.marian.MarianMT class method)
(gobbli.augment.MarianMT class method)
(gobbli.augment.marian.model.MarianMT class method)
marian_model() (gobbli.augment.marian.MarianMT class method)
(gobbli.augment.MarianMT class method)
(gobbli.augment.marian.model.MarianMT class method)
MarianMT (class in gobbli.augment)
(class in gobbli.augment.marian)
(class in gobbli.augment.marian.model)
MAX (gobbli.io.WindowPooling attribute)
,
[1]
maybe_mount() (in module gobbli.docker)
MEAN (gobbli.io.EmbedPooling attribute)
,
[1]
(gobbli.io.WindowPooling attribute)
,
[1]
metadata (gobbli.experiment.classification.RemoteTrainResult parameter)
(gobbli.util.write_metadata parameter)
metadata() (gobbli.io.EmbedInput method)
(gobbli.io.EmbedOutput method)
(gobbli.io.PredictInput method)
(gobbli.io.PredictOutput method)
(gobbli.io.TaskIO method)
(gobbli.io.TrainInput method)
(gobbli.io.TrainOutput method)
METADATA_FILE (gobbli.dataset.cmu_movie_summary.MovieSummaryDataset attribute)
(gobbli.dataset.MovieSummaryDataset attribute)
metadata_path() (gobbli.augment.bert.BERTMaskedLM property)
(gobbli.augment.BERTMaskedLM property)
(gobbli.augment.MarianMT property)
(gobbli.augment.bert.model.BERTMaskedLM property)
(gobbli.augment.marian.MarianMT property)
(gobbli.augment.marian.model.MarianMT property)
(gobbli.experiment.ClassificationExperiment property)
(gobbli.experiment.base.BaseExperiment property)
(gobbli.experiment.classification.ClassificationExperiment property)
(gobbli.model.BERT property)
(gobbli.model.FastText property)
(gobbli.model.MTDNN property)
(gobbli.model.MajorityClassifier property)
(gobbli.model.RandomEmbedder property)
(gobbli.model.SKLearnClassifier property)
(gobbli.model.SpaCyModel property)
(gobbli.model.TfidfEmbedder property)
(gobbli.model.Transformer property)
(gobbli.model.USE property)
(gobbli.model.base.BaseModel property)
(gobbli.model.bert.BERT property)
(gobbli.model.bert.model.BERT property)
(gobbli.model.fasttext.FastText property)
(gobbli.model.fasttext.model.FastText property)
(gobbli.model.majority.MajorityClassifier property)
(gobbli.model.mtdnn.MTDNN property)
(gobbli.model.mtdnn.model.MTDNN property)
(gobbli.model.random.RandomEmbedder property)
(gobbli.model.sklearn.SKLearnClassifier property)
(gobbli.model.sklearn.TfidfEmbedder property)
(gobbli.model.sklearn.model.SKLearnClassifier property)
(gobbli.model.sklearn.model.TfidfEmbedder property)
(gobbli.model.spacy.SpaCyModel property)
(gobbli.model.spacy.model.SpaCyModel property)
(gobbli.model.transformer.Transformer property)
(gobbli.model.transformer.model.Transformer property)
(gobbli.model.use.USE property)
(gobbli.model.use.model.USE property)
(gobbli.test.util.MockExperiment property)
(gobbli.test.util.MockModel property)
method (gobbli.util.detokenize parameter)
(gobbli.util.tokenize parameter)
metric_funcs (gobbli.experiment.classification.ClassificationExperimentResults attribute)
(gobbli.experiment.classification.ClassificationExperimentResults parameter)
(gobbli.inspect.evaluate.ClassificationEvaluation attribute)
MetricFunc (in module gobbli.inspect.evaluate)
metrics() (gobbli.experiment.classification.ClassificationExperimentResults method)
(gobbli.inspect.evaluate.ClassificationEvaluation method)
metrics_report() (gobbli.experiment.classification.ClassificationExperimentResults method)
(gobbli.inspect.evaluate.ClassificationEvaluation method)
MIN (gobbli.io.WindowPooling attribute)
,
[1]
MockDataset (class in gobbli.test.util)
MockExperiment (class in gobbli.test.util)
MockModel (class in gobbli.test.util)
mode (gobbli.docker.maybe_mount parameter)
model (gobbli.augment.Word2Vec parameter)
(gobbli.augment.word2vec.Word2Vec parameter)
model() (gobbli.model.fasttext.FastTextCheckpoint property)
(gobbli.model.fasttext.model.FastTextCheckpoint property)
model_class_dir() (gobbli.augment.bert.BERTMaskedLM class method)
(gobbli.augment.BERTMaskedLM class method)
(gobbli.augment.MarianMT class method)
(gobbli.augment.bert.model.BERTMaskedLM class method)
(gobbli.augment.marian.MarianMT class method)
(gobbli.augment.marian.model.MarianMT class method)
(gobbli.model.BERT class method)
(gobbli.model.FastText class method)
(gobbli.model.MTDNN class method)
(gobbli.model.MajorityClassifier class method)
(gobbli.model.RandomEmbedder class method)
(gobbli.model.SKLearnClassifier class method)
(gobbli.model.SpaCyModel class method)
(gobbli.model.TfidfEmbedder class method)
(gobbli.model.Transformer class method)
(gobbli.model.USE class method)
(gobbli.model.base.BaseModel class method)
(gobbli.model.bert.BERT class method)
(gobbli.model.bert.model.BERT class method)
(gobbli.model.fasttext.FastText class method)
(gobbli.model.fasttext.model.FastText class method)
(gobbli.model.majority.MajorityClassifier class method)
(gobbli.model.mtdnn.MTDNN class method)
(gobbli.model.mtdnn.model.MTDNN class method)
(gobbli.model.random.RandomEmbedder class method)
(gobbli.model.sklearn.SKLearnClassifier class method)
(gobbli.model.sklearn.TfidfEmbedder class method)
(gobbli.model.sklearn.model.SKLearnClassifier class method)
(gobbli.model.sklearn.model.TfidfEmbedder class method)
(gobbli.model.spacy.SpaCyModel class method)
(gobbli.model.spacy.model.SpaCyModel class method)
(gobbli.model.transformer.Transformer class method)
(gobbli.model.transformer.model.Transformer class method)
(gobbli.model.use.USE class method)
(gobbli.model.use.model.USE class method)
(gobbli.test.util.MockModel class method)
model_cls (gobbli.experiment.base.BaseExperiment parameter)
(gobbli.test.util.MockExperiment parameter)
model_dir() (in module gobbli.util)
model_params (gobbli.experiment.classification.RemoteTrainResult parameter)
model_path (gobbli.io.make_document_windows parameter)
(gobbli.util.detokenize parameter)
(gobbli.util.tokenize parameter)
model_test_dir() (in module gobbli.test.util)
MovieSummaryDataset (class in gobbli.dataset)
(class in gobbli.dataset.cmu_movie_summary)
MTDNN (class in gobbli.model)
(class in gobbli.model.mtdnn)
(class in gobbli.model.mtdnn.model)
MTDNN_MODEL_FILES (in module gobbli.model.mtdnn.model)
multiclass_to_multilabel_target() (in module gobbli.util)
multilabel (gobbli.io.PredictInput attribute)
(gobbli.io.PredictInput parameter)
(gobbli.io.TrainOutput parameter)
(gobbli.io.validate_multilabel_y parameter)
multilabel_to_indicator_df() (in module gobbli.util)
N
n_similar (gobbli.augment.Word2Vec parameter)
(gobbli.augment.word2vec.Word2Vec parameter)
name (gobbli.experiment.base.BaseExperiment parameter)
(gobbli.model.context.ContainerTaskContext.host_dir parameter)
(gobbli.test.util.MockExperiment parameter)
(gobbli.util.assert_in parameter)
(gobbli.util.assert_type parameter)
NestedFileDataset (class in gobbli.dataset.nested_file)
NewsgroupsDataset (class in gobbli.dataset)
(class in gobbli.dataset.newsgroups)
NONE (gobbli.io.EmbedPooling attribute)
,
[1]
num_train_epochs (gobbli.experiment.classification.ClassificationExperiment.run parameter)
(gobbli.experiment.ClassificationExperiment.run parameter)
(gobbli.io.TrainInput attribute)
(gobbli.io.TrainInput parameter)
nvidia_visible_devices (gobbli.augment.bert.BERTMaskedLM parameter)
(gobbli.augment.BERTMaskedLM parameter)
(gobbli.augment.MarianMT parameter)
(gobbli.augment.bert.model.BERTMaskedLM parameter)
(gobbli.augment.marian.MarianMT parameter)
(gobbli.augment.marian.model.MarianMT parameter)
(gobbli.model.BERT parameter)
(gobbli.model.FastText parameter)
(gobbli.model.MTDNN parameter)
(gobbli.model.MajorityClassifier parameter)
(gobbli.model.RandomEmbedder parameter)
(gobbli.model.SKLearnClassifier parameter)
(gobbli.model.SpaCyModel parameter)
(gobbli.model.TfidfEmbedder parameter)
(gobbli.model.Transformer parameter)
(gobbli.model.USE parameter)
(gobbli.model.base.BaseModel parameter)
(gobbli.model.bert.BERT parameter)
(gobbli.model.bert.model.BERT parameter)
(gobbli.model.fasttext.FastText parameter)
(gobbli.model.fasttext.model.FastText parameter)
(gobbli.model.majority.MajorityClassifier parameter)
(gobbli.model.mtdnn.MTDNN parameter)
(gobbli.model.mtdnn.model.MTDNN parameter)
(gobbli.model.random.RandomEmbedder parameter)
(gobbli.model.sklearn.SKLearnClassifier parameter)
(gobbli.model.sklearn.TfidfEmbedder parameter)
(gobbli.model.sklearn.model.SKLearnClassifier parameter)
(gobbli.model.sklearn.model.TfidfEmbedder parameter)
(gobbli.model.spacy.SpaCyModel parameter)
(gobbli.model.spacy.model.SpaCyModel parameter)
(gobbli.model.transformer.Transformer parameter)
(gobbli.model.transformer.model.Transformer parameter)
(gobbli.model.use.USE parameter)
(gobbli.model.use.model.USE parameter)
(gobbli.test.util.MockModel parameter)
O
output (gobbli.docker.format_container_output parameter)
overwrite_existing (gobbli.experiment.base.BaseExperiment parameter)
(gobbli.test.util.MockExperiment parameter)
P
p (gobbli.augment.base.BaseAugment.augment parameter)
(gobbli.augment.BERTMaskedLM.augment parameter)
(gobbli.augment.MarianMT.augment parameter)
(gobbli.augment.Word2Vec.augment parameter)
(gobbli.augment.WordNet.augment parameter)
(gobbli.augment.bert.BERTMaskedLM.augment parameter)
(gobbli.augment.bert.model.BERTMaskedLM.augment parameter)
(gobbli.augment.marian.MarianMT.augment parameter)
(gobbli.augment.marian.model.MarianMT.augment parameter)
(gobbli.augment.word2vec.Word2Vec.augment parameter)
(gobbli.augment.wordnet.WordNet.augment parameter)
param_grid (gobbli.experiment.base.BaseExperiment parameter)
(gobbli.test.util.MockExperiment parameter)
params (gobbli.model.base.BaseModel.init parameter)
(gobbli.model.MajorityClassifier.init parameter)
(gobbli.model.RandomEmbedder.init parameter)
(gobbli.model.majority.MajorityClassifier.init parameter)
(gobbli.model.random.RandomEmbedder.init parameter)
(gobbli.test.util.MockModel.init parameter)
persist_estimator() (in module gobbli.model.sklearn)
(in module gobbli.model.sklearn.model)
plot() (gobbli.experiment.classification.ClassificationExperimentResults method)
(gobbli.inspect.evaluate.ClassificationEvaluation method)
PLOT_SUMMARIES_FILE (gobbli.dataset.cmu_movie_summary.MovieSummaryDataset attribute)
(gobbli.dataset.MovieSummaryDataset attribute)
pool_document_windows() (in module gobbli.io)
pooling (gobbli.io.EmbedInput attribute)
(gobbli.io.EmbedInput parameter)
(gobbli.io.pool_document_windows parameter)
pred_prob_to_pred_label() (in module gobbli.util)
pred_prob_to_pred_multilabel() (in module gobbli.util)
predict() (gobbli.model.BERT method)
(gobbli.model.FastText method)
(gobbli.model.MTDNN method)
(gobbli.model.MajorityClassifier method)
(gobbli.model.SKLearnClassifier method)
(gobbli.model.SpaCyModel method)
(gobbli.model.Transformer method)
(gobbli.model.bert.BERT method)
(gobbli.model.bert.model.BERT method)
(gobbli.model.fasttext.FastText method)
(gobbli.model.fasttext.model.FastText method)
(gobbli.model.majority.MajorityClassifier method)
(gobbli.model.mixin.PredictMixin method)
(gobbli.model.mtdnn.MTDNN method)
(gobbli.model.mtdnn.model.MTDNN method)
(gobbli.model.sklearn.SKLearnClassifier method)
(gobbli.model.sklearn.model.SKLearnClassifier method)
(gobbli.model.spacy.SpaCyModel method)
(gobbli.model.spacy.model.SpaCyModel method)
(gobbli.model.transformer.Transformer method)
(gobbli.model.transformer.model.Transformer method)
predict_batch_size (gobbli.io.PredictInput attribute)
(gobbli.io.PredictInput parameter)
predict_dir() (gobbli.model.BERT method)
(gobbli.model.FastText method)
(gobbli.model.MTDNN method)
(gobbli.model.MajorityClassifier method)
(gobbli.model.SKLearnClassifier method)
(gobbli.model.SpaCyModel method)
(gobbli.model.Transformer method)
(gobbli.model.bert.BERT method)
(gobbli.model.bert.model.BERT method)
(gobbli.model.fasttext.FastText method)
(gobbli.model.fasttext.model.FastText method)
(gobbli.model.majority.MajorityClassifier method)
(gobbli.model.mixin.PredictMixin method)
(gobbli.model.mtdnn.MTDNN method)
(gobbli.model.mtdnn.model.MTDNN method)
(gobbli.model.sklearn.SKLearnClassifier method)
(gobbli.model.sklearn.model.SKLearnClassifier method)
(gobbli.model.spacy.SpaCyModel method)
(gobbli.model.spacy.model.SpaCyModel method)
(gobbli.model.transformer.Transformer method)
(gobbli.model.transformer.model.Transformer method)
predict_dir_name (gobbli.model.bert.BERT.predict parameter)
(gobbli.model.BERT.predict parameter)
(gobbli.model.FastText.predict parameter)
(gobbli.model.MTDNN.predict parameter)
(gobbli.model.MajorityClassifier.predict parameter)
(gobbli.model.SKLearnClassifier.predict parameter)
(gobbli.model.SpaCyModel.predict parameter)
(gobbli.model.Transformer.predict parameter)
(gobbli.model.bert.model.BERT.predict parameter)
(gobbli.model.fasttext.FastText.predict parameter)
(gobbli.model.fasttext.model.FastText.predict parameter)
(gobbli.model.majority.MajorityClassifier.predict parameter)
(gobbli.model.mixin.PredictMixin.predict parameter)
(gobbli.model.mtdnn.MTDNN.predict parameter)
(gobbli.model.mtdnn.model.MTDNN.predict parameter)
(gobbli.model.sklearn.SKLearnClassifier.predict parameter)
(gobbli.model.sklearn.model.SKLearnClassifier.predict parameter)
(gobbli.model.spacy.SpaCyModel.predict parameter)
(gobbli.model.spacy.model.SpaCyModel.predict parameter)
(gobbli.model.transformer.Transformer.predict parameter)
(gobbli.model.transformer.model.Transformer.predict parameter)
predict_input (gobbli.model.bert.BERT.predict parameter)
(gobbli.model.BERT.predict parameter)
(gobbli.model.FastText.predict parameter)
(gobbli.model.MTDNN.predict parameter)
(gobbli.model.MajorityClassifier.predict parameter)
(gobbli.model.SKLearnClassifier.predict parameter)
(gobbli.model.SpaCyModel.predict parameter)
(gobbli.model.Transformer.predict parameter)
(gobbli.model.bert.model.BERT.predict parameter)
(gobbli.model.fasttext.FastText.predict parameter)
(gobbli.model.fasttext.model.FastText.predict parameter)
(gobbli.model.majority.MajorityClassifier.predict parameter)
(gobbli.model.mixin.PredictMixin.predict parameter)
(gobbli.model.mtdnn.MTDNN.predict parameter)
(gobbli.model.mtdnn.model.MTDNN.predict parameter)
(gobbli.model.sklearn.SKLearnClassifier.predict parameter)
(gobbli.model.sklearn.model.SKLearnClassifier.predict parameter)
(gobbli.model.spacy.SpaCyModel.predict parameter)
(gobbli.model.spacy.model.SpaCyModel.predict parameter)
(gobbli.model.transformer.Transformer.predict parameter)
(gobbli.model.transformer.model.Transformer.predict parameter)
predict_input() (gobbli.dataset.base.BaseDataset method)
(gobbli.dataset.IMDBDataset method)
(gobbli.dataset.MovieSummaryDataset method)
(gobbli.dataset.NewsgroupsDataset method)
(gobbli.dataset.TrivialDataset method)
(gobbli.dataset.cmu_movie_summary.MovieSummaryDataset method)
(gobbli.dataset.imdb.IMDBDataset method)
(gobbli.dataset.nested_file.NestedFileDataset method)
(gobbli.dataset.newsgroups.NewsgroupsDataset method)
(gobbli.dataset.trivial.TrivialDataset method)
(gobbli.test.util.MockDataset method)
PredictInput (class in gobbli.io)
PredictMixin (class in gobbli.model.mixin)
PredictOutput (class in gobbli.io)
R
RandomEmbedder (class in gobbli.model)
(class in gobbli.model.random)
ray_kwargs (gobbli.experiment.base.BaseExperiment parameter)
(gobbli.test.util.MockExperiment parameter)
read_metadata() (in module gobbli.util)
read_source_file() (gobbli.dataset.imdb.IMDBDataset method)
(gobbli.dataset.IMDBDataset method)
(gobbli.dataset.NewsgroupsDataset method)
(gobbli.dataset.nested_file.NestedFileDataset method)
(gobbli.dataset.newsgroups.NewsgroupsDataset method)
RemoteTrainResult (class in gobbli.experiment.classification)
run() (gobbli.experiment.classification.ClassificationExperiment method)
(gobbli.experiment.ClassificationExperiment method)
run_container() (in module gobbli.docker)
S
sample_size (gobbli.inspect.evaluate.ClassificationEvaluation.plot parameter)
seconds (gobbli.util.format_duration parameter)
seed (gobbli.experiment.classification.ClassificationExperiment.run parameter)
(gobbli.experiment.ClassificationExperiment.run parameter)
SEED (gobbli.model.random.RandomEmbedder attribute)
(gobbli.model.RandomEmbedder attribute)
seed (gobbli.util.shuffle_together parameter)
SENTENCEPIECE (gobbli.TokenizeMethod attribute)
,
[1]
(gobbli.util.TokenizeMethod attribute)
,
[1]
shuffle_together() (in module gobbli.util)
skip_download_check (gobbli.augment.WordNet parameter)
(gobbli.augment.wordnet.WordNet parameter)
skip_if_low_resource() (in module gobbli.test.util)
skip_if_no_gpu() (in module gobbli.test.util)
SKLearnClassifier (class in gobbli.model)
(class in gobbli.model.sklearn)
(class in gobbli.model.sklearn.model)
SPACY (gobbli.TokenizeMethod attribute)
,
[1]
(gobbli.util.TokenizeMethod attribute)
,
[1]
spacy_model (gobbli.augment.WordNet parameter)
(gobbli.augment.wordnet.WordNet parameter)
SpaCyModel (class in gobbli.model)
(class in gobbli.model.spacy)
(class in gobbli.model.spacy.model)
SPLIT (gobbli.TokenizeMethod attribute)
,
[1]
(gobbli.util.TokenizeMethod attribute)
,
[1]
src_path (gobbli.util.copy_file parameter)
T
T (in module gobbli.io)
T1 (in module gobbli.util)
T2 (in module gobbli.util)
task_num_cpus (gobbli.experiment.base.BaseExperiment parameter)
(gobbli.test.util.MockExperiment parameter)
task_num_gpus (gobbli.experiment.base.BaseExperiment parameter)
(gobbli.test.util.MockExperiment parameter)
task_root_dir (gobbli.model.context.ContainerTaskContext parameter)
TaskIO (class in gobbli.io)
TEST_ARCHIVE_DATA (in module gobbli.test.test_util)
test_base_dataset_load() (in module gobbli.test.dataset.test_base_dataset)
test_base_dataset_predict_input() (in module gobbli.test.dataset.test_base_dataset)
test_base_dataset_train_input() (in module gobbli.test.dataset.test_base_dataset)
test_base_experiment_gpu() (in module gobbli.test.experiment.test_base_experiment)
test_base_experiment_init() (in module gobbli.test.experiment.test_base_experiment)
test_base_model_init() (in module gobbli.test.model.test_base_model)
test_base_model_init_warnings_errors() (in module gobbli.test.model.test_base_model)
test_batch_size (gobbli.experiment.classification.ClassificationExperiment.run parameter)
(gobbli.experiment.ClassificationExperiment.run parameter)
test_bertmaskedlm_augment() (in module gobbli.test.augment.test_bertmaskedlm)
test_blob_to_dir() (in module gobbli.test.test_util)
test_classification_init_validation() (in module gobbli.test.experiment.test_classification_experiment)
test_classification_results_checkpoint() (in module gobbli.test.experiment.test_classification_experiment)
test_classification_run() (in module gobbli.test.experiment.test_classification_experiment)
test_classification_run_validation() (in module gobbli.test.experiment.test_classification_experiment)
test_classifier() (in module gobbli.test.classification.test_classifiers)
test_dataset (gobbli.experiment.base.BaseExperiment parameter)
(gobbli.test.util.MockExperiment parameter)
test_detokenize_doc() (in module gobbli.test.augment.test_wordnet)
test_detokenize_split_spacy() (in module gobbli.test.test_util)
test_dir_to_blob() (in module gobbli.test.test_util)
test_dump_estimator() (in module gobbli.test.model.test_sklearn)
test_embeddings() (in module gobbli.test.classification.test_embeddings)
test_extract_archive() (in module gobbli.test.test_util)
test_extract_gz() (in module gobbli.test.test_util)
test_init() (in module gobbli.test.augment.test_bertmaskedlm)
(in module gobbli.test.augment.test_marian)
(in module gobbli.test.model.test_bert)
(in module gobbli.test.model.test_fasttext)
(in module gobbli.test.model.test_mtdnn)
(in module gobbli.test.model.test_sklearn)
(in module gobbli.test.model.test_spacy)
(in module gobbli.test.model.test_transformer)
(in module gobbli.test.model.test_use)
test_is_archive() (in module gobbli.test.test_util)
test_load_cmu_movie_summary() (in module gobbli.test.dataset.test_cmu_movie_summary)
test_load_estimator() (in module gobbli.test.model.test_sklearn)
test_load_imdb() (in module gobbli.test.dataset.test_imdb)
test_load_newsgroups() (in module gobbli.test.dataset.test_newsgroups)
test_make_document_windows() (in module gobbli.test.test_io)
test_marianmt_augment() (in module gobbli.test.augment.test_marian)
test_persist_estimator() (in module gobbli.test.model.test_sklearn)
test_pool_document_windows() (in module gobbli.test.test_io)
test_pool_document_windows_validation() (in module gobbli.test.test_io)
test_predict_output() (in module gobbli.test.test_io)
test_read_data_file() (in module gobbli.test.interactive.test_util)
test_safe_estimator() (in module gobbli.test.model.test_sklearn)
test_shuffle_together() (in module gobbli.test.test_util)
test_tokenize_detokenize_sentencepiece() (in module gobbli.test.test_util)
test_tokenize_spacy() (in module gobbli.test.test_util)
test_tokenize_split() (in module gobbli.test.test_util)
test_validate_estimator() (in module gobbli.test.model.test_sklearn)
test_validate_multilabel_y() (in module gobbli.test.test_io)
test_validate_X() (in module gobbli.test.test_io)
test_validate_X_y() (in module gobbli.test.test_io)
test_word2vec_init() (in module gobbli.test.augment.test_word2vec)
test_word2vec_kwargs() (in module gobbli.test.augment.test_word2vec)
test_word2vec_models() (in module gobbli.test.augment.test_word2vec)
test_word2vec_replace() (in module gobbli.test.augment.test_word2vec)
test_wordnet_augment() (in module gobbli.test.augment.test_wordnet)
TEST_X_FILE (gobbli.dataset.imdb.IMDBDataset attribute)
(gobbli.dataset.IMDBDataset attribute)
(gobbli.dataset.NewsgroupsDataset attribute)
(gobbli.dataset.nested_file.NestedFileDataset attribute)
(gobbli.dataset.newsgroups.NewsgroupsDataset attribute)
TEST_Y_FILE (gobbli.dataset.imdb.IMDBDataset attribute)
(gobbli.dataset.IMDBDataset attribute)
(gobbli.dataset.NewsgroupsDataset attribute)
(gobbli.dataset.nested_file.NestedFileDataset attribute)
(gobbli.dataset.newsgroups.NewsgroupsDataset attribute)
text (gobbli.util.escape_line_delimited_text parameter)
(gobbli.util.truncate_text parameter)
texts (gobbli.util.escape_line_delimited_texts parameter)
(gobbli.util.tokenize parameter)
TfidfEmbedder (class in gobbli.model)
(class in gobbli.model.sklearn)
(class in gobbli.model.sklearn.model)
threshold (gobbli.inspect.evaluate.ClassificationError.y_pred_multilabel parameter)
times (gobbli.augment.base.BaseAugment.augment parameter)
(gobbli.augment.BERTMaskedLM.augment parameter)
(gobbli.augment.MarianMT.augment parameter)
(gobbli.augment.Word2Vec.augment parameter)
(gobbli.augment.WordNet.augment parameter)
(gobbli.augment.bert.BERTMaskedLM.augment parameter)
(gobbli.augment.bert.model.BERTMaskedLM.augment parameter)
(gobbli.augment.marian.MarianMT.augment parameter)
(gobbli.augment.marian.model.MarianMT.augment parameter)
(gobbli.augment.word2vec.Word2Vec.augment parameter)
(gobbli.augment.wordnet.WordNet.augment parameter)
to_container() (gobbli.model.context.ContainerTaskContext method)
tokenize() (gobbli.model.random.RandomEmbedder method)
(gobbli.model.RandomEmbedder method)
(in module gobbli.util)
tokenize_method (gobbli.io.make_document_windows parameter)
TokenizeMethod (class in gobbli)
(class in gobbli.util)
tokenizer (gobbli.augment.Word2Vec parameter)
(gobbli.augment.word2vec.Word2Vec parameter)
tokens (gobbli.util.detokenize parameter)
train() (gobbli.model.BERT method)
(gobbli.model.FastText method)
(gobbli.model.MTDNN method)
(gobbli.model.MajorityClassifier method)
(gobbli.model.RandomEmbedder method)
(gobbli.model.SKLearnClassifier method)
(gobbli.model.SpaCyModel method)
(gobbli.model.Transformer method)
(gobbli.model.bert.BERT method)
(gobbli.model.bert.model.BERT method)
(gobbli.model.fasttext.FastText method)
(gobbli.model.fasttext.model.FastText method)
(gobbli.model.majority.MajorityClassifier method)
(gobbli.model.mixin.TrainMixin method)
(gobbli.model.mtdnn.MTDNN method)
(gobbli.model.mtdnn.model.MTDNN method)
(gobbli.model.random.RandomEmbedder method)
(gobbli.model.sklearn.SKLearnClassifier method)
(gobbli.model.sklearn.model.SKLearnClassifier method)
(gobbli.model.spacy.SpaCyModel method)
(gobbli.model.spacy.model.SpaCyModel method)
(gobbli.model.transformer.Transformer method)
(gobbli.model.transformer.model.Transformer method)
train_batch_size (gobbli.experiment.classification.ClassificationExperiment.run parameter)
(gobbli.experiment.ClassificationExperiment.run parameter)
(gobbli.io.TrainInput attribute)
(gobbli.io.TrainInput parameter)
train_dir() (gobbli.model.BERT method)
(gobbli.model.FastText method)
(gobbli.model.MTDNN method)
(gobbli.model.MajorityClassifier method)
(gobbli.model.RandomEmbedder method)
(gobbli.model.SKLearnClassifier method)
(gobbli.model.SpaCyModel method)
(gobbli.model.Transformer method)
(gobbli.model.bert.BERT method)
(gobbli.model.bert.model.BERT method)
(gobbli.model.fasttext.FastText method)
(gobbli.model.fasttext.model.FastText method)
(gobbli.model.majority.MajorityClassifier method)
(gobbli.model.mixin.TrainMixin method)
(gobbli.model.mtdnn.MTDNN method)
(gobbli.model.mtdnn.model.MTDNN method)
(gobbli.model.random.RandomEmbedder method)
(gobbli.model.sklearn.SKLearnClassifier method)
(gobbli.model.sklearn.model.SKLearnClassifier method)
(gobbli.model.spacy.SpaCyModel method)
(gobbli.model.spacy.model.SpaCyModel method)
(gobbli.model.transformer.Transformer method)
(gobbli.model.transformer.model.Transformer method)
train_dir_name (gobbli.model.bert.BERT.train parameter)
(gobbli.model.BERT.train parameter)
(gobbli.model.FastText.train parameter)
(gobbli.model.MTDNN.train parameter)
(gobbli.model.MajorityClassifier.train parameter)
(gobbli.model.RandomEmbedder.train parameter)
(gobbli.model.SKLearnClassifier.train parameter)
(gobbli.model.SpaCyModel.train parameter)
(gobbli.model.Transformer.train parameter)
(gobbli.model.bert.model.BERT.train parameter)
(gobbli.model.fasttext.FastText.train parameter)
(gobbli.model.fasttext.model.FastText.train parameter)
(gobbli.model.majority.MajorityClassifier.train parameter)
(gobbli.model.mixin.TrainMixin.train parameter)
(gobbli.model.mtdnn.MTDNN.train parameter)
(gobbli.model.mtdnn.model.MTDNN.train parameter)
(gobbli.model.random.RandomEmbedder.train parameter)
(gobbli.model.sklearn.SKLearnClassifier.train parameter)
(gobbli.model.sklearn.model.SKLearnClassifier.train parameter)
(gobbli.model.spacy.SpaCyModel.train parameter)
(gobbli.model.spacy.model.SpaCyModel.train parameter)
(gobbli.model.transformer.Transformer.train parameter)
(gobbli.model.transformer.model.Transformer.train parameter)
train_input (gobbli.model.bert.BERT.train parameter)
(gobbli.model.BERT.train parameter)
(gobbli.model.FastText.train parameter)
(gobbli.model.MTDNN.train parameter)
(gobbli.model.MajorityClassifier.train parameter)
(gobbli.model.RandomEmbedder.train parameter)
(gobbli.model.SKLearnClassifier.train parameter)
(gobbli.model.SpaCyModel.train parameter)
(gobbli.model.Transformer.train parameter)
(gobbli.model.bert.model.BERT.train parameter)
(gobbli.model.fasttext.FastText.train parameter)
(gobbli.model.fasttext.model.FastText.train parameter)
(gobbli.model.majority.MajorityClassifier.train parameter)
(gobbli.model.mixin.TrainMixin.train parameter)
(gobbli.model.mtdnn.MTDNN.train parameter)
(gobbli.model.mtdnn.model.MTDNN.train parameter)
(gobbli.model.random.RandomEmbedder.train parameter)
(gobbli.model.sklearn.SKLearnClassifier.train parameter)
(gobbli.model.sklearn.model.SKLearnClassifier.train parameter)
(gobbli.model.spacy.SpaCyModel.train parameter)
(gobbli.model.spacy.model.SpaCyModel.train parameter)
(gobbli.model.transformer.Transformer.train parameter)
(gobbli.model.transformer.model.Transformer.train parameter)
train_input() (gobbli.dataset.base.BaseDataset method)
(gobbli.dataset.IMDBDataset method)
(gobbli.dataset.MovieSummaryDataset method)
(gobbli.dataset.NewsgroupsDataset method)
(gobbli.dataset.TrivialDataset method)
(gobbli.dataset.cmu_movie_summary.MovieSummaryDataset method)
(gobbli.dataset.imdb.IMDBDataset method)
(gobbli.dataset.nested_file.NestedFileDataset method)
(gobbli.dataset.newsgroups.NewsgroupsDataset method)
(gobbli.dataset.trivial.TrivialDataset method)
(gobbli.test.util.MockDataset method)
train_loss (gobbli.io.TrainOutput parameter)
TRAIN_PCT (gobbli.dataset.cmu_movie_summary.MovieSummaryDataset attribute)
(gobbli.dataset.MovieSummaryDataset attribute)
TRAIN_X_FILE (gobbli.dataset.imdb.IMDBDataset attribute)
(gobbli.dataset.IMDBDataset attribute)
(gobbli.dataset.NewsgroupsDataset attribute)
(gobbli.dataset.nested_file.NestedFileDataset attribute)
(gobbli.dataset.newsgroups.NewsgroupsDataset attribute)
TRAIN_Y_FILE (gobbli.dataset.imdb.IMDBDataset attribute)
(gobbli.dataset.IMDBDataset attribute)
(gobbli.dataset.NewsgroupsDataset attribute)
(gobbli.dataset.nested_file.NestedFileDataset attribute)
(gobbli.dataset.newsgroups.NewsgroupsDataset attribute)
training_results (gobbli.experiment.classification.ClassificationExperimentResults parameter)
TrainInput (class in gobbli.io)
TrainMixin (class in gobbli.model.mixin)
TrainOutput (class in gobbli.io)
Transformer (class in gobbli.model)
(class in gobbli.model.transformer)
(class in gobbli.model.transformer.model)
TrivialDataset (class in gobbli.dataset)
(class in gobbli.dataset.trivial)
truncate_text() (in module gobbli.util)
U
unpooled_output (gobbli.io.pool_document_windows parameter)
url (gobbli.util.download_file parameter)
USE (class in gobbli.model)
(class in gobbli.model.use)
(class in gobbli.model.use.model)
use_gpu (gobbli.augment.bert.BERTMaskedLM parameter)
(gobbli.augment.BERTMaskedLM parameter)
(gobbli.augment.MarianMT parameter)
(gobbli.augment.bert.model.BERTMaskedLM parameter)
(gobbli.augment.marian.MarianMT parameter)
(gobbli.augment.marian.model.MarianMT parameter)
(gobbli.model.BERT parameter)
(gobbli.model.FastText parameter)
(gobbli.model.MTDNN parameter)
(gobbli.model.MajorityClassifier parameter)
(gobbli.model.RandomEmbedder parameter)
(gobbli.model.SKLearnClassifier parameter)
(gobbli.model.SpaCyModel parameter)
(gobbli.model.TfidfEmbedder parameter)
(gobbli.model.Transformer parameter)
(gobbli.model.USE parameter)
(gobbli.model.base.BaseModel parameter)
(gobbli.model.bert.BERT parameter)
(gobbli.model.bert.model.BERT parameter)
(gobbli.model.fasttext.FastText parameter)
(gobbli.model.fasttext.model.FastText parameter)
(gobbli.model.majority.MajorityClassifier parameter)
(gobbli.model.mtdnn.MTDNN parameter)
(gobbli.model.mtdnn.model.MTDNN parameter)
(gobbli.model.random.RandomEmbedder parameter)
(gobbli.model.sklearn.SKLearnClassifier parameter)
(gobbli.model.sklearn.TfidfEmbedder parameter)
(gobbli.model.sklearn.model.SKLearnClassifier parameter)
(gobbli.model.sklearn.model.TfidfEmbedder parameter)
(gobbli.model.spacy.SpaCyModel parameter)
(gobbli.model.spacy.model.SpaCyModel parameter)
(gobbli.model.transformer.Transformer parameter)
(gobbli.model.transformer.model.Transformer parameter)
(gobbli.model.use.USE parameter)
(gobbli.model.use.model.USE parameter)
(gobbli.test.util.MockModel parameter)
USE_MODEL_ARCHIVES (in module gobbli.model.use.model)
V
val (gobbli.util.assert_in parameter)
(gobbli.util.assert_type parameter)
valid_accuracy (gobbli.io.TrainOutput parameter)
valid_batch_size (gobbli.experiment.classification.ClassificationExperiment.run parameter)
(gobbli.experiment.ClassificationExperiment.run parameter)
(gobbli.io.TrainInput attribute)
(gobbli.io.TrainInput parameter)
valid_loss (gobbli.io.TrainOutput parameter)
validate_checkpoint() (in module gobbli.test.util)
validate_multilabel_y() (in module gobbli.io)
validate_X() (in module gobbli.io)
validate_X_y() (in module gobbli.io)
vectors() (gobbli.model.fasttext.FastTextCheckpoint property)
(gobbli.model.fasttext.model.FastTextCheckpoint property)
vocab_size (gobbli.io.make_document_windows parameter)
(gobbli.util.tokenize parameter)
volumes (gobbli.docker.maybe_mount parameter)
W
weights_dir() (gobbli.augment.bert.BERTMaskedLM property)
(gobbli.augment.BERTMaskedLM property)
(gobbli.augment.MarianMT property)
(gobbli.augment.bert.model.BERTMaskedLM property)
(gobbli.augment.marian.MarianMT property)
(gobbli.augment.marian.model.MarianMT property)
(gobbli.model.BERT property)
(gobbli.model.FastText property)
(gobbli.model.MTDNN property)
(gobbli.model.MajorityClassifier property)
(gobbli.model.RandomEmbedder property)
(gobbli.model.SKLearnClassifier property)
(gobbli.model.SpaCyModel property)
(gobbli.model.TfidfEmbedder property)
(gobbli.model.Transformer property)
(gobbli.model.USE property)
(gobbli.model.base.BaseModel property)
(gobbli.model.bert.BERT property)
(gobbli.model.bert.model.BERT property)
(gobbli.model.fasttext.FastText property)
(gobbli.model.fasttext.model.FastText property)
(gobbli.model.majority.MajorityClassifier property)
(gobbli.model.mtdnn.MTDNN property)
(gobbli.model.mtdnn.model.MTDNN property)
(gobbli.model.random.RandomEmbedder property)
(gobbli.model.sklearn.SKLearnClassifier property)
(gobbli.model.sklearn.TfidfEmbedder property)
(gobbli.model.sklearn.model.SKLearnClassifier property)
(gobbli.model.sklearn.model.TfidfEmbedder property)
(gobbli.model.spacy.SpaCyModel property)
(gobbli.model.spacy.model.SpaCyModel property)
(gobbli.model.transformer.Transformer property)
(gobbli.model.transformer.model.Transformer property)
(gobbli.model.use.USE property)
(gobbli.model.use.model.USE property)
(gobbli.test.util.MockModel property)
where gobbli data is stored on the worker's filesystem. (gobbli.experiment.base.init_worker_env parameter)
window_indices (gobbli.io.pool_document_windows parameter)
window_len (gobbli.io.make_document_windows parameter)
WindowPooling (class in gobbli.io)
Word2Vec (class in gobbli.augment)
(class in gobbli.augment.word2vec)
WORD2VEC_MODELS (in module gobbli.augment.word2vec)
WordNet (class in gobbli.augment)
(class in gobbli.augment.wordnet)
worker_gobbli_dir (gobbli.experiment.base.BaseExperiment parameter)
(gobbli.test.util.MockExperiment parameter)
worker_log_level (gobbli.experiment.base.BaseExperiment parameter)
(gobbli.test.util.MockExperiment parameter)
write_metadata() (in module gobbli.util)
X
X (gobbli.augment.base.BaseAugment.augment parameter)
(gobbli.augment.BERTMaskedLM.augment parameter)
(gobbli.augment.MarianMT.augment parameter)
(gobbli.augment.Word2Vec.augment parameter)
(gobbli.augment.WordNet.augment parameter)
(gobbli.augment.bert.BERTMaskedLM.augment parameter)
(gobbli.augment.bert.model.BERTMaskedLM.augment parameter)
(gobbli.augment.marian.MarianMT.augment parameter)
(gobbli.augment.marian.model.MarianMT.augment parameter)
(gobbli.augment.word2vec.Word2Vec.augment parameter)
(gobbli.augment.wordnet.WordNet.augment parameter)
(gobbli.experiment.classification.ClassificationExperimentResults parameter)
(gobbli.inspect.evaluate.ClassificationError parameter)
(gobbli.inspect.evaluate.ClassificationEvaluation parameter)
(gobbli.io.EmbedInput parameter)
(gobbli.io.PredictInput parameter)
(gobbli.io.make_document_windows parameter)
(gobbli.io.validate_X parameter)
(gobbli.io.validate_X_y parameter)
X_embedded (gobbli.io.EmbedOutput parameter)
X_TEST (gobbli.test.util.MockDataset attribute)
X_test() (gobbli.dataset.base.BaseDataset method)
(gobbli.dataset.IMDBDataset method)
(gobbli.dataset.MovieSummaryDataset method)
(gobbli.dataset.NewsgroupsDataset method)
(gobbli.dataset.TrivialDataset method)
(gobbli.dataset.cmu_movie_summary.MovieSummaryDataset method)
(gobbli.dataset.imdb.IMDBDataset method)
(gobbli.dataset.nested_file.NestedFileDataset method)
(gobbli.dataset.newsgroups.NewsgroupsDataset method)
(gobbli.dataset.trivial.TrivialDataset method)
(gobbli.test.util.MockDataset method)
X_train (gobbli.io.TrainInput parameter)
X_train() (gobbli.dataset.base.BaseDataset method)
(gobbli.dataset.IMDBDataset method)
(gobbli.dataset.MovieSummaryDataset method)
(gobbli.dataset.NewsgroupsDataset method)
(gobbli.dataset.TrivialDataset method)
(gobbli.dataset.cmu_movie_summary.MovieSummaryDataset method)
(gobbli.dataset.imdb.IMDBDataset method)
(gobbli.dataset.nested_file.NestedFileDataset method)
(gobbli.dataset.newsgroups.NewsgroupsDataset method)
(gobbli.dataset.trivial.TrivialDataset method)
(gobbli.test.util.MockDataset method)
X_TRAIN_VALID (gobbli.test.util.MockDataset attribute)
X_valid (gobbli.io.TrainInput parameter)
Y
y (gobbli.io.make_document_windows parameter)
(gobbli.io.validate_X_y parameter)
(gobbli.io.validate_multilabel_y parameter)
(gobbli.util.collect_labels parameter)
(gobbli.util.multiclass_to_multilabel_target parameter)
(gobbli.util.multilabel_to_indicator_df parameter)
y_pred() (gobbli.inspect.evaluate.ClassificationError property)
(gobbli.io.PredictOutput property)
y_pred_multiclass() (gobbli.inspect.evaluate.ClassificationEvaluation property)
y_pred_multilabel() (gobbli.inspect.evaluate.ClassificationError method)
(gobbli.inspect.evaluate.ClassificationEvaluation property)
(gobbli.io.PredictOutput method)
y_pred_proba (gobbli.experiment.classification.ClassificationExperimentResults parameter)
(gobbli.inspect.evaluate.ClassificationError parameter)
(gobbli.inspect.evaluate.ClassificationEvaluation parameter)
(gobbli.io.PredictOutput parameter)
Y_TEST (gobbli.test.util.MockDataset attribute)
y_test() (gobbli.dataset.base.BaseDataset method)
(gobbli.dataset.IMDBDataset method)
(gobbli.dataset.MovieSummaryDataset method)
(gobbli.dataset.NewsgroupsDataset method)
(gobbli.dataset.TrivialDataset method)
(gobbli.dataset.cmu_movie_summary.MovieSummaryDataset method)
(gobbli.dataset.imdb.IMDBDataset method)
(gobbli.dataset.nested_file.NestedFileDataset method)
(gobbli.dataset.newsgroups.NewsgroupsDataset method)
(gobbli.dataset.trivial.TrivialDataset method)
(gobbli.test.util.MockDataset method)
y_train (gobbli.io.TrainInput parameter)
y_train() (gobbli.dataset.base.BaseDataset method)
(gobbli.dataset.IMDBDataset method)
(gobbli.dataset.MovieSummaryDataset method)
(gobbli.dataset.NewsgroupsDataset method)
(gobbli.dataset.TrivialDataset method)
(gobbli.dataset.cmu_movie_summary.MovieSummaryDataset method)
(gobbli.dataset.imdb.IMDBDataset method)
(gobbli.dataset.nested_file.NestedFileDataset method)
(gobbli.dataset.newsgroups.NewsgroupsDataset method)
(gobbli.dataset.trivial.TrivialDataset method)
(gobbli.test.util.MockDataset method)
y_train_multiclass() (gobbli.io.TrainInput property)
y_train_multilabel() (gobbli.io.TrainInput property)
Y_TRAIN_VALID (gobbli.test.util.MockDataset attribute)
y_true (gobbli.experiment.classification.ClassificationExperimentResults parameter)
(gobbli.inspect.evaluate.ClassificationError parameter)
(gobbli.inspect.evaluate.ClassificationEvaluation parameter)
y_true_multiclass() (gobbli.inspect.evaluate.ClassificationEvaluation property)
y_true_multilabel() (gobbli.inspect.evaluate.ClassificationEvaluation property)
y_valid (gobbli.io.TrainInput parameter)
y_valid_multiclass() (gobbli.io.TrainInput property)
y_valid_multilabel() (gobbli.io.TrainInput property)
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