mangoes
3.1.0
Use cases: Contextual Language Models
Pretrained Enhanced Contextual Language Models
Use cases: Static Word Embeddings
Hyperparameters
API
mangoes
»
Index
Index
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B
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C
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D
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E
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F
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G
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H
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I
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J
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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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Q
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R
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S
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T
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U
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V
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W
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X
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Z
A
accuracy() (mangoes.evaluate.OutlierDetectionResult.Score property)
add_callback() (mangoes.modeling.training_utils.CoreferenceFineTuneTrainer method)
(mangoes.modeling.training_utils.MultipleLearnRateFineTuneTrainer method)
add_children() (mangoes.context.DependencyBasedContext static method)
add_context_vectors() (mangoes.reduction.SVD property)
add_memory_hooks() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
add_module() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
AdditiveComposer (class in mangoes.composition)
adjust_logits_during_generation() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
all_positive() (mangoes.utils.arrays.csrSparseMatrix method)
(mangoes.utils.arrays.Matrix method)
(mangoes.utils.arrays.NumpyMatrix method)
allclose() (mangoes.utils.arrays.csrSparseMatrix static method)
alpha() (mangoes.composition.AdditiveComposer property)
(mangoes.weighting.PMI property)
(mangoes.weighting.ProbabilitiesRatio property)
analogy() (in module mangoes.evaluate)
(mangoes.base.Representation method)
AnalogyResult (class in mangoes.evaluate)
AnalogyResult.Score (class in mangoes.evaluate)
AnnotatedSentenceGenerator (class in mangoes.utils.reader)
AnnotatedSentenceGenerator.Token (class in mangoes.utils.reader)
append() (mangoes.vocabulary.Vocabulary method)
apply() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
as_dense() (mangoes.utils.arrays.csrSparseMatrix method)
(mangoes.utils.arrays.Matrix method)
(mangoes.utils.arrays.NumpyMatrix method)
autocast_smart_context_manager() (mangoes.modeling.training_utils.CoreferenceFineTuneTrainer method)
(mangoes.modeling.training_utils.MultipleLearnRateFineTuneTrainer method)
B
base_model() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase property)
base_model_prefix (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase attribute)
batch_gather() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase static method)
beam_sample() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
beam_search() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
beta() (mangoes.composition.AdditiveComposer property)
bfloat16() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
Bigram (class in mangoes.vocabulary)
bigrams_count() (mangoes.corpus.Corpus property)
BrownSentenceGenerator (class in mangoes.utils.reader)
bucket_distance() (in module mangoes.modeling.coref)
(mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase static method)
buffers() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
C
call_model_init() (mangoes.modeling.training_utils.CoreferenceFineTuneTrainer method)
(mangoes.modeling.training_utils.MultipleLearnRateFineTuneTrainer method)
call_on_encoded() (mangoes.context.Window method)
center() (in module mangoes.utils.arrays)
(mangoes.utils.arrays.csrSparseMatrix method)
(mangoes.utils.arrays.Matrix method)
(mangoes.utils.arrays.NumpyMatrix method)
chebyshev() (mangoes.utils.arrays.csrSparseMatrix static method)
check_model_type() (mangoes.modeling.training_utils.QuestionAnsweringPipelinePossiblyWithEntities method)
children() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
cluster_merging() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
coarse_to_fine_pruning() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
coeff() (mangoes.evaluate.SimilarityResult.Coeff property)
collapse() (mangoes.context.DependencyBasedContext property)
combine() (mangoes.utils.arrays.csrSparseMatrix method)
(mangoes.utils.arrays.Matrix method)
(mangoes.utils.arrays.NumpyMatrix method)
compose() (mangoes.composition.AdditiveComposer static method)
(mangoes.composition.DilationComposer static method)
(mangoes.composition.FullAdditiveComposer static method)
(mangoes.composition.LexicalComposer static method)
(mangoes.composition.MultiplicativeComposer static method)
compute_loss() (mangoes.modeling.training_utils.CoreferenceFineTuneTrainer method)
(mangoes.modeling.training_utils.MultipleLearnRateFineTuneTrainer method)
compute_loss_context_manager() (mangoes.modeling.training_utils.CoreferenceFineTuneTrainer method)
(mangoes.modeling.training_utils.MultipleLearnRateFineTuneTrainer method)
compute_transition_beam_scores() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
ConditionalProbabilities (class in mangoes.weighting)
config_class (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase attribute)
ConllSentenceGenerator (class in mangoes.utils.reader)
ConllSentenceGenerator.Token (class in mangoes.utils.reader)
ConllUSentenceGenerator (class in mangoes.utils.reader)
ConllUSentenceGenerator.Token (class in mangoes.utils.reader)
constrained_beam_search() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
Context (class in mangoes.context)
contrastive_search() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
copy() (mangoes.vocabulary.Vocabulary method)
CoreferenceFineTuneTrainer (class in mangoes.modeling.training_utils)
Corpus (class in mangoes.corpus)
cosadd() (mangoes.evaluate.AnalogyResult.Score property)
cosmul() (mangoes.evaluate.AnalogyResult.Score property)
count_cooccurrence() (in module mangoes.counting)
CountBasedRepresentation (class in mangoes.base)
counter_filter() (in module mangoes.utils.decorators)
cpu() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
create_bigrams_filter() (in module mangoes.vocabulary)
create_extended_attention_mask_for_decoder() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase static method)
create_model_card() (mangoes.modeling.training_utils.CoreferenceFineTuneTrainer method)
(mangoes.modeling.training_utils.MultipleLearnRateFineTuneTrainer method)
create_optimizer() (mangoes.modeling.training_utils.CoreferenceFineTuneTrainer method)
(mangoes.modeling.training_utils.MultipleLearnRateFineTuneTrainer method)
create_optimizer_and_scheduler() (mangoes.modeling.training_utils.CoreferenceFineTuneTrainer method)
(mangoes.modeling.training_utils.MultipleLearnRateFineTuneTrainer method)
create_representation() (in module mangoes.base)
create_sample() (mangoes.modeling.training_utils.QuestionAnsweringPipelinePossiblyWithEntities static method)
create_scheduler() (mangoes.modeling.training_utils.CoreferenceFineTuneTrainer method)
(mangoes.modeling.training_utils.MultipleLearnRateFineTuneTrainer method)
create_subsampler() (in module mangoes.counting)
create_token_filter() (in module mangoes.vocabulary)
create_tokens_filter() (in module mangoes.vocabulary)
create_vocabulary() (mangoes.corpus.Corpus method)
csrSparseMatrix (class in mangoes.utils.arrays)
cuda() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
D
DataCollatorForMultipleChoice (class in mangoes.modeling.training_utils)
DataCollatorPossiblyWithExtraInputs (class in mangoes.modeling.training_utils)
DataParallel (class in mangoes.utils.multiproc)
Dataset (class in mangoes.dataset)
(class in mangoes.evaluation.analogy)
(class in mangoes.evaluation.outlier)
(class in mangoes.evaluation.similarity)
default_input_names (mangoes.modeling.training_utils.QuestionAnsweringPipelinePossiblyWithEntities attribute)
DependencyBasedContext (class in mangoes.context)
depth() (mangoes.context.DependencyBasedContext property)
describe() (mangoes.corpus.Corpus method)
device() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase property)
device_placement() (mangoes.modeling.training_utils.QuestionAnsweringPipelinePossiblyWithEntities method)
digit() (mangoes.corpus.Corpus property)
DilationComposer (class in mangoes.composition)
dimensions() (mangoes.reduction.PCA property)
(mangoes.reduction.SVD property)
distance() (mangoes.base.Representation method)
distances_histogram() (in module mangoes.evaluate)
distances_one_word_histogram() (in module mangoes.evaluate)
double() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
dtype() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase property)
dummy_inputs() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase property)
dump_patches (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase attribute)
DynamicVocabulary (class in mangoes.vocabulary)
E
Embeddings (class in mangoes.base)
ensure_tensor_on_device() (mangoes.modeling.training_utils.QuestionAnsweringPipelinePossiblyWithEntities method)
entity() (mangoes.vocabulary.Vocabulary property)
estimate_tokens() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
eval() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
evaluate() (mangoes.modeling.training_utils.CoreferenceFineTuneTrainer method)
(mangoes.modeling.training_utils.MultipleLearnRateFineTuneTrainer method)
Evaluation (class in mangoes.evaluation.analogy)
(class in mangoes.evaluation.outlier)
(class in mangoes.evaluation.similarity)
evaluation_loop() (mangoes.modeling.training_utils.CoreferenceFineTuneTrainer method)
(mangoes.modeling.training_utils.MultipleLearnRateFineTuneTrainer method)
Evaluator (class in mangoes.evaluation.analogy)
(class in mangoes.evaluation.outlier)
(class in mangoes.evaluation.similarity)
EXT (mangoes.utils.arrays.csrSparseMatrix attribute)
(mangoes.utils.arrays.NumpyMatrix attribute)
extend() (mangoes.vocabulary.Vocabulary method)
extra_repr() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
extract_spans() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase static method)
F
factory() (mangoes.utils.arrays.Matrix static method)
FIELDS (mangoes.utils.reader.AnnotatedSentenceGenerator attribute)
(mangoes.utils.reader.ConllSentenceGenerator attribute)
(mangoes.utils.reader.ConllUSentenceGenerator attribute)
(mangoes.utils.reader.XmlSentenceGenerator attribute)
FILE_HEADER_PREFIX (mangoes.vocabulary.Vocabulary attribute)
filter_attributes() (in module mangoes.corpus)
filter_by_attribute() (in module mangoes.corpus)
first() (mangoes.vocabulary.Bigram property)
fit() (mangoes.composition.AdditiveComposer method)
(mangoes.composition.DilationComposer method)
(mangoes.composition.FullAdditiveComposer method)
(mangoes.composition.LexicalComposer method)
(mangoes.composition.MultiplicativeComposer method)
float() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
floating_point_ops() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
(mangoes.modeling.training_utils.CoreferenceFineTuneTrainer method)
(mangoes.modeling.training_utils.MultipleLearnRateFineTuneTrainer method)
form() (mangoes.corpus.Token property)
format_vector() (mangoes.utils.arrays.csrSparseMatrix static method)
(mangoes.utils.arrays.Matrix static method)
(mangoes.utils.arrays.NumpyMatrix static method)
forward() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
(mangoes.modeling.training_utils.QuestionAnsweringPipelinePossiblyWithEntities method)
framework() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase property)
freeze_base_layers() (in module mangoes.modeling.training_utils)
from_pretrained() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase class method)
FullAdditiveComposer (class in mangoes.composition)
G
generate() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
generate_outputs() (mangoes.modeling.finetuning.TransformerForCoreferenceResolution method)
(mangoes.modeling.finetuning.TransformerForFeatureExtraction method)
(mangoes.modeling.finetuning.TransformerForMultipleChoice method)
(mangoes.modeling.finetuning.TransformerForQuestionAnswering method)
(mangoes.modeling.finetuning.TransformerForSequenceClassification method)
(mangoes.modeling.finetuning.TransformerForTokenClassification method)
get_bigrams() (mangoes.vocabulary.Vocabulary method)
get_candidate_labels() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase static method)
get_closest_words() (mangoes.base.Representation method)
get_eval_dataloader() (mangoes.modeling.training_utils.CoreferenceFineTuneTrainer method)
(mangoes.modeling.training_utils.MultipleLearnRateFineTuneTrainer method)
get_extended_attention_mask() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
get_fast_antecedent_scores() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
get_head_mask() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
get_indices() (mangoes.modeling.training_utils.QuestionAnsweringPipelinePossiblyWithEntities method)
get_inference_context() (mangoes.modeling.training_utils.QuestionAnsweringPipelinePossiblyWithEntities method)
get_input_embeddings() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
get_iterator() (mangoes.modeling.training_utils.QuestionAnsweringPipelinePossiblyWithEntities method)
get_memory_footprint() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
get_optimizer_cls_and_kwargs() (mangoes.modeling.training_utils.CoreferenceFineTuneTrainer static method)
(mangoes.modeling.training_utils.MultipleLearnRateFineTuneTrainer static method)
get_output_embeddings() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
get_position_embeddings() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
get_questions_and_gold() (mangoes.dataset.Dataset method)
get_reader() (in module mangoes.utils.io)
get_slow_antecedent_scores() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
get_span_embeddings() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
get_span_word_attention_scores() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
get_subtoken_data() (mangoes.modeling.training_utils.MangoesCoreferenceDataset static method)
get_test_dataloader() (mangoes.modeling.training_utils.CoreferenceFineTuneTrainer method)
(mangoes.modeling.training_utils.MultipleLearnRateFineTuneTrainer method)
get_train_dataloader() (mangoes.modeling.training_utils.CoreferenceFineTuneTrainer method)
(mangoes.modeling.training_utils.MultipleLearnRateFineTuneTrainer method)
get_word_ids() (mangoes.modeling.training_utils.MangoesTextClassificationDataset method)
gradient_checkpointing_disable() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
gradient_checkpointing_enable() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
greedy_search() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
group_beam_search() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
H
half() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
handle_impossible_answer (mangoes.modeling.training_utils.QuestionAnsweringPipelinePossiblyWithEntities attribute)
hyperparameter_search() (mangoes.modeling.training_utils.CoreferenceFineTuneTrainer method)
(mangoes.modeling.training_utils.MultipleLearnRateFineTuneTrainer method)
I
ignore_punctuation() (mangoes.corpus.Corpus property)
IncompatibleValue
index() (mangoes.vocabulary.DynamicVocabulary method)
(mangoes.vocabulary.Vocabulary method)
indices() (mangoes.vocabulary.Vocabulary method)
init_git_repo() (mangoes.modeling.training_utils.CoreferenceFineTuneTrainer method)
(mangoes.modeling.training_utils.MultipleLearnRateFineTuneTrainer method)
init_weights() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
invert_attention_mask() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
ipex_optimize_model() (mangoes.modeling.training_utils.CoreferenceFineTuneTrainer method)
(mangoes.modeling.training_utils.MultipleLearnRateFineTuneTrainer method)
is_gradient_checkpointing() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase property)
is_local_process_zero() (mangoes.modeling.training_utils.CoreferenceFineTuneTrainer method)
(mangoes.modeling.training_utils.MultipleLearnRateFineTuneTrainer method)
is_parallelizable (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase attribute)
is_world_process_zero() (mangoes.modeling.training_utils.CoreferenceFineTuneTrainer method)
(mangoes.modeling.training_utils.MultipleLearnRateFineTuneTrainer method)
isotropy_from_partition_function() (in module mangoes.evaluate)
iterate() (mangoes.modeling.training_utils.QuestionAnsweringPipelinePossiblyWithEntities method)
J
JointProbabilities (class in mangoes.weighting)
L
labels() (mangoes.context.DependencyBasedContext property)
lambda_() (mangoes.composition.DilationComposer property)
language() (mangoes.corpus.Corpus property)
(mangoes.vocabulary.Vocabulary property)
lemma() (mangoes.corpus.Token property)
LexicalComposer (class in mangoes.composition)
load() (in module mangoes.dataset)
(in module mangoes.utils.persist)
(mangoes.base.CountBasedRepresentation class method)
(mangoes.base.Embeddings class method)
(mangoes.base.Representation class method)
(mangoes.utils.arrays.csrSparseMatrix class method)
(mangoes.utils.arrays.Matrix class method)
(mangoes.utils.arrays.NumpyMatrix class method)
(mangoes.vocabulary.Vocabulary class method)
load_from_gensim() (mangoes.base.Embeddings class method)
load_from_metadata() (mangoes.corpus.Corpus static method)
load_from_pickle_files() (mangoes.base.Embeddings class method)
load_from_text_file() (mangoes.base.Embeddings static method)
(mangoes.utils.arrays.csrSparseMatrix static method)
(mangoes.utils.arrays.NumpyMatrix static method)
load_state_dict() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
log() (mangoes.modeling.training_utils.CoreferenceFineTuneTrainer method)
(mangoes.modeling.training_utils.MultipleLearnRateFineTuneTrainer method)
(mangoes.utils.arrays.csrSparseMatrix method)
log_metrics() (mangoes.modeling.training_utils.CoreferenceFineTuneTrainer method)
(mangoes.modeling.training_utils.MultipleLearnRateFineTuneTrainer method)
lower() (mangoes.corpus.Corpus property)
(mangoes.utils.reader.AnnotatedSentenceGenerator.Token method)
(mangoes.utils.reader.ConllSentenceGenerator.Token method)
(mangoes.utils.reader.ConllUSentenceGenerator.Token method)
(mangoes.utils.reader.XmlSentenceGenerator.Token method)
M
main_input_name (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase attribute)
make_coref_example() (in module mangoes.modeling.training_utils)
mangoes
module
mangoes.base
module
mangoes.composition
module
mangoes.constants
module
mangoes.context
module
mangoes.corpus
module
mangoes.counting
module
mangoes.dataset
module
mangoes.evaluate
module
mangoes.evaluation.analogy
module
mangoes.evaluation.outlier
module
mangoes.evaluation.similarity
module
mangoes.modeling
module
mangoes.modeling.coref
module
mangoes.modeling.finetuning
module
mangoes.modeling.training_utils
module
mangoes.reduction
module
mangoes.utils
module
mangoes.utils.arrays
module
mangoes.utils.decorators
module
mangoes.utils.exceptions
module
mangoes.utils.io
module
mangoes.utils.metrics
module
mangoes.utils.multiproc
module
mangoes.utils.options
module
mangoes.utils.persist
module
mangoes.utils.reader
module
mangoes.vocabulary
module
mangoes.weighting
module
MangoesCoreferenceDataset (class in mangoes.modeling.training_utils)
MangoesError
MangoesMultipleChoiceDataset (class in mangoes.modeling.training_utils)
MangoesQuestionAnsweringDataset (class in mangoes.modeling.training_utils)
MangoesTextClassificationDataset (class in mangoes.modeling.training_utils)
Matrix (class in mangoes.utils.arrays)
max_length (mangoes.modeling.training_utils.DataCollatorPossiblyWithExtraInputs attribute)
merge() (in module mangoes.counting)
(in module mangoes.vocabulary)
metrics_format() (mangoes.modeling.training_utils.CoreferenceFineTuneTrainer method)
(mangoes.modeling.training_utils.MultipleLearnRateFineTuneTrainer method)
module
mangoes
mangoes.base
mangoes.composition
mangoes.constants
mangoes.context
mangoes.corpus
mangoes.counting
mangoes.dataset
mangoes.evaluate
mangoes.evaluation.analogy
mangoes.evaluation.outlier
mangoes.evaluation.similarity
mangoes.modeling
mangoes.modeling.coref
mangoes.modeling.finetuning
mangoes.modeling.training_utils
mangoes.reduction
mangoes.utils
mangoes.utils.arrays
mangoes.utils.decorators
mangoes.utils.exceptions
mangoes.utils.io
mangoes.utils.metrics
mangoes.utils.multiproc
mangoes.utils.options
mangoes.utils.persist
mangoes.utils.reader
mangoes.vocabulary
mangoes.weighting
modules() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
MultipleLearnRateFineTuneTrainer (class in mangoes.modeling.training_utils)
MultiplicativeComposer (class in mangoes.composition)
multiply_rowwise() (mangoes.utils.arrays.csrSparseMatrix method)
(mangoes.utils.arrays.Matrix method)
(mangoes.utils.arrays.NumpyMatrix method)
N
name() (mangoes.corpus.Corpus property)
named_buffers() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
named_children() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
named_modules() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
named_parameters() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
nb_of_non_zeros_values_by_row() (mangoes.utils.arrays.csrSparseMatrix method)
(mangoes.utils.arrays.Matrix method)
(mangoes.utils.arrays.NumpyMatrix method)
nb_questions() (in module mangoes.dataset)
nb_sentences() (mangoes.corpus.Corpus property)
normalize() (in module mangoes.utils.arrays)
(mangoes.utils.arrays.csrSparseMatrix method)
(mangoes.utils.arrays.Matrix method)
(mangoes.utils.arrays.NumpyMatrix method)
NotAllowedValue
num_examples() (mangoes.modeling.training_utils.CoreferenceFineTuneTrainer method)
(mangoes.modeling.training_utils.MultipleLearnRateFineTuneTrainer method)
num_parameters() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
NUM_TAG (mangoes.utils.reader.AnnotatedSentenceGenerator attribute)
NumpyMatrix (class in mangoes.utils.arrays)
O
opp() (mangoes.evaluate.OutlierDetectionResult.Score property)
outlier_detection() (in module mangoes.evaluate)
OutlierDetectionDataset (class in mangoes.dataset)
OutlierDetectionResult (class in mangoes.evaluate)
OutlierDetectionResult.Score (class in mangoes.evaluate)
OutOfVocabulary
P
pad_list() (mangoes.modeling.training_utils.MangoesCoreferenceDataset static method)
pad_to_multiple_of (mangoes.modeling.training_utils.DataCollatorPossiblyWithExtraInputs attribute)
padding (mangoes.modeling.training_utils.DataCollatorPossiblyWithExtraInputs attribute)
pairwise_cosine_similarity() (in module mangoes.utils.metrics)
pairwise_distances() (mangoes.base.Representation method)
(mangoes.utils.arrays.csrSparseMatrix method)
(mangoes.utils.arrays.Matrix method)
(mangoes.utils.arrays.NumpyMatrix method)
pairwise_non_negative_cosine_similarity() (in module mangoes.utils.metrics)
parameters() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
params() (mangoes.base.Representation property)
(mangoes.base.Transformation property)
(mangoes.context.Context property)
(mangoes.corpus.Corpus property)
(mangoes.vocabulary.Vocabulary property)
parse_file() (mangoes.evaluation.outlier.Dataset class method)
parse_question() (mangoes.evaluation.analogy.Dataset class method)
(mangoes.evaluation.outlier.Dataset class method)
(mangoes.evaluation.similarity.Dataset class method)
PCA (class in mangoes.reduction)
pearson() (mangoes.evaluate.SimilarityResult.Score property)
peek() (mangoes.corpus.Corpus method)
PMI (class in mangoes.weighting)
pop_callback() (mangoes.modeling.training_utils.CoreferenceFineTuneTrainer method)
(mangoes.modeling.training_utils.MultipleLearnRateFineTuneTrainer method)
POS() (mangoes.corpus.Token property)
post_init() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
postprocess() (mangoes.modeling.training_utils.QuestionAnsweringPipelinePossiblyWithEntities method)
PPMI (class in mangoes.weighting)
pprint() (mangoes.base.Representation method)
predict() (mangoes.composition.FullAdditiveComposer method)
(mangoes.composition.LexicalComposer method)
(mangoes.composition.MultiplicativeComposer method)
(mangoes.evaluation.analogy.Evaluator method)
(mangoes.evaluation.outlier.Evaluator method)
(mangoes.evaluation.similarity.Evaluator method)
(mangoes.modeling.finetuning.TransformerForCoreferenceResolution method)
(mangoes.modeling.finetuning.TransformerForFeatureExtraction method)
(mangoes.modeling.finetuning.TransformerForMultipleChoice method)
(mangoes.modeling.finetuning.TransformerForQuestionAnswering method)
(mangoes.modeling.finetuning.TransformerForSequenceClassification method)
(mangoes.modeling.finetuning.TransformerForTokenClassification method)
(mangoes.modeling.training_utils.CoreferenceFineTuneTrainer method)
(mangoes.modeling.training_utils.MultipleLearnRateFineTuneTrainer method)
(mangoes.modeling.training_utils.QuestionAnsweringPipelinePossiblyWithEntities method)
prediction_loop() (mangoes.modeling.training_utils.CoreferenceFineTuneTrainer method)
(mangoes.modeling.training_utils.MultipleLearnRateFineTuneTrainer method)
prediction_step() (mangoes.modeling.training_utils.CoreferenceFineTuneTrainer method)
(mangoes.modeling.training_utils.MultipleLearnRateFineTuneTrainer method)
preprocess() (mangoes.modeling.training_utils.QuestionAnsweringPipelinePossiblyWithEntities method)
ProbabilitiesRatio (class in mangoes.weighting)
prune_heads() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
PUNCTUATION_TAG (mangoes.utils.reader.AnnotatedSentenceGenerator attribute)
push_to_hub() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
(mangoes.modeling.training_utils.CoreferenceFineTuneTrainer method)
(mangoes.modeling.training_utils.MultipleLearnRateFineTuneTrainer method)
pvalue() (mangoes.evaluate.SimilarityResult.Coeff property)
Q
QuestionAnsweringPipelinePossiblyWithEntities (class in mangoes.modeling.training_utils)
questions_to_subsets() (mangoes.dataset.Dataset property)
R
recursive_list_files() (in module mangoes.utils.io)
register_backward_hook() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
register_buffer() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
register_for_auto_class() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase class method)
register_forward_hook() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
register_forward_pre_hook() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
register_full_backward_hook() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
register_parameter() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
remove_callback() (mangoes.modeling.training_utils.CoreferenceFineTuneTrainer method)
(mangoes.modeling.training_utils.MultipleLearnRateFineTuneTrainer method)
remove_elements() (in module mangoes.corpus)
remove_least_frequent() (in module mangoes.corpus)
remove_most_frequent() (in module mangoes.corpus)
replace() (mangoes.utils.reader.AnnotatedSentenceGenerator.Token method)
(mangoes.utils.reader.ConllSentenceGenerator.Token method)
(mangoes.utils.reader.ConllUSentenceGenerator.Token method)
(mangoes.utils.reader.XmlSentenceGenerator.Token method)
replace_negative_or_zeros_by() (mangoes.utils.arrays.csrSparseMatrix method)
(mangoes.utils.arrays.Matrix method)
(mangoes.utils.arrays.NumpyMatrix method)
Representation (class in mangoes.base)
RequiredValue
requires_grad_() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
reset_memory_hooks_state() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
resize_position_embeddings() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
resize_token_embeddings() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
ResourceNotFound
retrieve_modules_from_names() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
return_tensors (mangoes.modeling.training_utils.DataCollatorPossiblyWithExtraInputs attribute)
rowwise_cosine_similarity() (in module mangoes.utils.metrics)
run() (mangoes.utils.multiproc.DataParallel method)
run_multi() (mangoes.modeling.training_utils.QuestionAnsweringPipelinePossiblyWithEntities method)
run_single() (mangoes.modeling.training_utils.QuestionAnsweringPipelinePossiblyWithEntities method)
RuntimeError
S
sample() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
save() (in module mangoes.utils.persist)
(mangoes.base.Representation method)
(mangoes.modeling.finetuning.TransformerForCoreferenceResolution method)
(mangoes.modeling.finetuning.TransformerForFeatureExtraction method)
(mangoes.modeling.finetuning.TransformerForMultipleChoice method)
(mangoes.modeling.finetuning.TransformerForQuestionAnswering method)
(mangoes.modeling.finetuning.TransformerForSequenceClassification method)
(mangoes.modeling.finetuning.TransformerForTokenClassification method)
(mangoes.utils.arrays.csrSparseMatrix method)
(mangoes.utils.arrays.Matrix method)
(mangoes.utils.arrays.NumpyMatrix method)
(mangoes.vocabulary.Vocabulary method)
save_as_text_file() (mangoes.base.Embeddings method)
save_metadata() (mangoes.corpus.Corpus method)
save_metrics() (mangoes.modeling.training_utils.CoreferenceFineTuneTrainer method)
(mangoes.modeling.training_utils.MultipleLearnRateFineTuneTrainer method)
save_model() (mangoes.modeling.training_utils.CoreferenceFineTuneTrainer method)
(mangoes.modeling.training_utils.MultipleLearnRateFineTuneTrainer method)
save_pretrained() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
(mangoes.modeling.training_utils.QuestionAnsweringPipelinePossiblyWithEntities method)
save_state() (mangoes.modeling.training_utils.CoreferenceFineTuneTrainer method)
(mangoes.modeling.training_utils.MultipleLearnRateFineTuneTrainer method)
second() (mangoes.vocabulary.Bigram property)
Sentence (class in mangoes.context)
SentenceGenerator (class in mangoes.utils.reader)
sentences() (mangoes.utils.reader.AnnotatedSentenceGenerator method)
(mangoes.utils.reader.BrownSentenceGenerator method)
(mangoes.utils.reader.ConllSentenceGenerator method)
(mangoes.utils.reader.SentenceGenerator method)
(mangoes.utils.reader.TextSentenceGenerator method)
set_input_embeddings() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
shape() (mangoes.base.Representation property)
share_memory() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
shift() (mangoes.weighting.ShiftedPPMI property)
ShiftedPPMI (class in mangoes.weighting)
similarity() (in module mangoes.evaluate)
SimilarityResult (class in mangoes.evaluate)
SimilarityResult.Coeff (class in mangoes.evaluate)
SimilarityResult.Score (class in mangoes.evaluate)
size() (mangoes.corpus.Corpus property)
softmax_loss() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase static method)
span_to_answer() (mangoes.modeling.training_utils.QuestionAnsweringPipelinePossiblyWithEntities method)
spearman() (mangoes.evaluate.SimilarityResult.Score property)
sqrt() (in module mangoes.utils.arrays)
(mangoes.utils.arrays.csrSparseMatrix method)
(mangoes.utils.arrays.Matrix method)
(mangoes.utils.arrays.NumpyMatrix method)
stanford_dependencies_sentence_parser() (mangoes.context.DependencyBasedContext static method)
state_dict() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
store_flos() (mangoes.modeling.training_utils.CoreferenceFineTuneTrainer method)
(mangoes.modeling.training_utils.MultipleLearnRateFineTuneTrainer method)
subsets_to_questions() (mangoes.dataset.Dataset property)
supports_gradient_checkpointing (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase attribute)
SVD (class in mangoes.reduction)
symmetric() (mangoes.reduction.SVD property)
T
T_destination (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase attribute)
TextSentenceGenerator (class in mangoes.utils.reader)
TFIDF (class in mangoes.weighting)
tie_weights() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
timer() (in module mangoes.utils.decorators)
to() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
to_df() (mangoes.base.CountBasedRepresentation method)
(mangoes.base.Embeddings method)
(mangoes.base.Representation method)
Token (class in mangoes.corpus)
tokenizer (mangoes.modeling.training_utils.DataCollatorPossiblyWithExtraInputs attribute)
torch_jit_model_eval() (mangoes.modeling.training_utils.CoreferenceFineTuneTrainer method)
(mangoes.modeling.training_utils.MultipleLearnRateFineTuneTrainer method)
train() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
(mangoes.modeling.finetuning.TransformerForCoreferenceResolution method)
(mangoes.modeling.finetuning.TransformerForFeatureExtraction method)
(mangoes.modeling.finetuning.TransformerForMultipleChoice method)
(mangoes.modeling.finetuning.TransformerForQuestionAnswering method)
(mangoes.modeling.finetuning.TransformerForSequenceClassification method)
(mangoes.modeling.finetuning.TransformerForTokenClassification method)
(mangoes.modeling.training_utils.CoreferenceFineTuneTrainer method)
(mangoes.modeling.training_utils.MultipleLearnRateFineTuneTrainer method)
training (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase attribute)
training_step() (mangoes.modeling.training_utils.CoreferenceFineTuneTrainer method)
(mangoes.modeling.training_utils.MultipleLearnRateFineTuneTrainer method)
transform() (mangoes.modeling.training_utils.QuestionAnsweringPipelinePossiblyWithEntities method)
Transformation (class in mangoes.base)
TransformerForCoreferenceResolution (class in mangoes.modeling.finetuning)
TransformerForFeatureExtraction (class in mangoes.modeling.finetuning)
TransformerForMultipleChoice (class in mangoes.modeling.finetuning)
TransformerForQuestionAnswering (class in mangoes.modeling.finetuning)
TransformerForSequenceClassification (class in mangoes.modeling.finetuning)
TransformerForTokenClassification (class in mangoes.modeling.finetuning)
TransformerModelForCoreferenceResolutionBase (class in mangoes.modeling.coref)
TransformerModelForCoreferenceResolutionBase.to() (in module mangoes.modeling.coref)
,
[1]
,
[2]
,
[3]
truncate() (in module mangoes.corpus)
tsne() (in module mangoes.evaluate)
type() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
U
U() (mangoes.composition.LexicalComposer property)
ud_sentence_parser() (mangoes.context.DependencyBasedContext static method)
UnsupportedType
update_input_spans() (in module mangoes.modeling.training_utils)
V
Vocabulary (class in mangoes.vocabulary)
W
weight() (mangoes.reduction.SVD property)
Window (class in mangoes.context)
word_mover_distance() (in module mangoes.utils.metrics)
(mangoes.base.Representation method)
words() (mangoes.vocabulary.Vocabulary property)
words_count() (mangoes.corpus.Corpus property)
X
XmlSentenceGenerator (class in mangoes.utils.reader)
XmlSentenceGenerator.Token (class in mangoes.utils.reader)
xpu() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)
Z
zero_grad() (mangoes.modeling.coref.TransformerModelForCoreferenceResolutionBase method)