Index

A

anonymize() (tau_eval.models.Anonymizer method), [1] (tau_eval.models.anonymizer.Anonymizer method), [1] (tau_eval.models.authorship.KeepItSimple method), [1] (tau_eval.models.authorship.M2M100MT method), [1] (tau_eval.models.authorship.Paraphraser method), [1] (tau_eval.models.dummy.DummyModel method), [1] (tau_eval.models.presidio.CategoryPlaceholder method), [1] (tau_eval.models.presidio.EntityDeletion method), [1] (tau_eval.models.presidio.FakerPlaceholder method), [1] (tau_eval.models.presidio.UniformPlaceholder method), [1] (tau_eval.models.presidio.UniquePlaceholderPerEntity method), [1]

anonymize_batch() (tau_eval.models.authorship.KeepItSimple method), [1] (tau_eval.models.authorship.M2M100MT method), [1] (tau_eval.models.authorship.Paraphraser method), [1] (tau_eval.models.dummy.DummyModel method), [1] Anonymizer (class in tau_eval.models), [1] (class in tau_eval.models.anonymizer), [1] author_info (tau_eval.tasks.imdb_authorship_classification.IMDBAuthorshipClassification property), [1] (tau_eval.tasks.IMDBAuthorshipClassification property), [1]

C

CategoryAnonymizer (class in tau_eval.models.presidio), [1] CategoryPlaceholder (class in tau_eval.models.presidio), [1] classifier_args (tau_eval.experiment.ExperimentConfig attribute), [1] (tau_eval.ExperimentConfig attribute), [1] classifier_name (tau_eval.experiment.ExperimentConfig attribute), [1] (tau_eval.ExperimentConfig attribute), [1] cola_score() (in module tau_eval.metrics.cola) compute_bertscore() (in module tau_eval.metrics.bertscore) compute_cola() (in module tau_eval.metrics.cola)

compute_correlation() (in module tau_eval.visualization), [1] compute_luar() (in module tau_eval.metrics.luar) compute_meteor() (in module tau_eval.metrics.meteor) compute_nli() (in module tau_eval.metrics.nli) compute_perplexity() (in module tau_eval.metrics.perplexity) compute_rouge() (in module tau_eval.metrics.rouge) compute_sbert() (in module tau_eval.metrics.sbert) CustomTask (class in tau_eval.tasks), [1] (class in tau_eval.tasks.customtask), [1]

D

dataset (tau_eval.tasks.CustomTask attribute), [1] (tau_eval.tasks.customtask.CustomTask attribute), [1] (tau_eval.tasks.DeIdentification attribute), [1] (tau_eval.tasks.deidentification.DeIdentification attribute), [1] dataset_task_preprocessing() (in module tau_eval.tasks.deidentification), [1]

DeIdentification (class in tau_eval.tasks), [1] (class in tau_eval.tasks.deidentification), [1] DeletionAnonymizer (class in tau_eval.models.presidio), [1] device (tau_eval.experiment.ExperimentConfig attribute), [1] (tau_eval.ExperimentConfig attribute), [1] DummyModel (class in tau_eval.models.dummy), [1]

E

EntityDeletion (class in tau_eval.models.presidio), [1] evaluate() (tau_eval.tasks.CustomTask method), [1] (tau_eval.tasks.customtask.CustomTask method), [1] (tau_eval.tasks.DeIdentification method), [1] (tau_eval.tasks.deidentification.DeIdentification method), [1] evaluate_system_output() (in module tau_eval.utils), [1]

exp_name (tau_eval.experiment.ExperimentConfig attribute), [1] (tau_eval.ExperimentConfig attribute), [1] Experiment (class in tau_eval), [1] (class in tau_eval.experiment), [1] ExperimentConfig (class in tau_eval), [1] (class in tau_eval.experiment), [1] extract_non_o_words() (in module tau_eval.tasks.deidentification), [1]

F

FakerAnonymizer (class in tau_eval.models.presidio), [1] FakerPlaceholder (class in tau_eval.models.presidio), [1]

from_json() (tau_eval.Experiment class method), [1] (tau_eval.experiment.Experiment class method), [1]

G

get_all_dataset_names() (in module tau_eval.visualization), [1]

get_all_model_method_names() (in module tau_eval.visualization), [1] get_all_numeric_metric_names() (in module tau_eval.visualization), [1]

I

IMDBAuthorshipClassification (class in tau_eval.tasks), [1] (class in tau_eval.tasks.imdb_authorship_classification), [1]

InstanceCounterAnonymizer (class in tau_eval.models.presidio), [1]

K

KeepItSimple (class in tau_eval.models.authorship), [1]

L

load_cola() (in module tau_eval.metrics.cola) load_luar() (in module tau_eval.metrics.luar)

load_nli() (in module tau_eval.metrics.nli) load_sbert() (in module tau_eval.metrics.sbert)

M

M2M100MT (class in tau_eval.models.authorship), [1] max_rows (tau_eval.tasks.DeIdentification attribute), [1] (tau_eval.tasks.deidentification.DeIdentification attribute), [1] module tau_eval, [1] tau_eval.experiment, [1] tau_eval.logger, [1] tau_eval.metrics tau_eval.metrics.bertscore tau_eval.metrics.cola tau_eval.metrics.luar tau_eval.metrics.meteor tau_eval.metrics.nli tau_eval.metrics.perplexity tau_eval.metrics.rouge tau_eval.metrics.sbert tau_eval.models, [1] tau_eval.models.anonymizer, [1] tau_eval.models.authorship, [1] tau_eval.models.dummy, [1] tau_eval.models.presidio, [1] tau_eval.tasks, [1] tau_eval.tasks.customtask, [1] tau_eval.tasks.deidentification, [1] tau_eval.tasks.imdb_authorship_classification, [1] tau_eval.utils, [1] tau_eval.visualization, [1]

N

name (tau_eval.tasks.CustomTask attribute), [1] (tau_eval.tasks.customtask.CustomTask attribute), [1] (tau_eval.tasks.DeIdentification attribute), [1] (tau_eval.tasks.deidentification.DeIdentification attribute), [1]

O

operate() (tau_eval.models.presidio.CategoryAnonymizer method), [1] (tau_eval.models.presidio.DeletionAnonymizer method), [1] (tau_eval.models.presidio.FakerAnonymizer method), [1] (tau_eval.models.presidio.InstanceCounterAnonymizer method), [1] (tau_eval.models.presidio.PlaceholderAnonymizer method), [1] operator_name() (tau_eval.models.presidio.CategoryAnonymizer method), [1] (tau_eval.models.presidio.DeletionAnonymizer method), [1] (tau_eval.models.presidio.FakerAnonymizer method), [1] (tau_eval.models.presidio.InstanceCounterAnonymizer method), [1] (tau_eval.models.presidio.PlaceholderAnonymizer method), [1]

operator_type() (tau_eval.models.presidio.CategoryAnonymizer method), [1] (tau_eval.models.presidio.DeletionAnonymizer method), [1] (tau_eval.models.presidio.FakerAnonymizer method), [1] (tau_eval.models.presidio.InstanceCounterAnonymizer method), [1] (tau_eval.models.presidio.PlaceholderAnonymizer method), [1]

P

Paraphraser (class in tau_eval.models.authorship), [1] PlaceholderAnonymizer (class in tau_eval.models.presidio), [1] plot_all_metrics_for_model_on_dataset() (in module tau_eval.visualization), [1]

plot_metric_comparison_across_datasets() (in module tau_eval.visualization), [1] plot_metric_distribution() (in module tau_eval.visualization), [1] plot_radar_model_comparison() (in module tau_eval.visualization), [1] plot_trade_off_metric() (in module tau_eval.visualization), [1]

R

REPLACING_FORMAT (tau_eval.models.presidio.CategoryAnonymizer attribute), [1] (tau_eval.models.presidio.DeletionAnonymizer attribute), [1] (tau_eval.models.presidio.InstanceCounterAnonymizer attribute), [1] (tau_eval.models.presidio.PlaceholderAnonymizer attribute), [1]

rich_display_dataframe() (in module tau_eval.experiment), [1] run() (tau_eval.Experiment method), [1] (tau_eval.experiment.Experiment method), [1] run_models_on_custom_task() (in module tau_eval.utils), [1] run_models_on_task() (in module tau_eval.utils), [1]

S

s1 (tau_eval.tasks.CustomTask attribute), [1] (tau_eval.tasks.customtask.CustomTask attribute), [1] s2 (tau_eval.tasks.CustomTask attribute), [1] (tau_eval.tasks.customtask.CustomTask attribute), [1]

summary() (tau_eval.Experiment method), [1] (tau_eval.experiment.Experiment method), [1]

T

tau_eval module, [1] tau_eval.experiment module, [1] tau_eval.logger module, [1] tau_eval.metrics module tau_eval.metrics.bertscore module tau_eval.metrics.cola module tau_eval.metrics.luar module tau_eval.metrics.meteor module tau_eval.metrics.nli module tau_eval.metrics.perplexity module tau_eval.metrics.rouge module tau_eval.metrics.sbert module tau_eval.models module, [1]

tau_eval.models.anonymizer module, [1] tau_eval.models.authorship module, [1] tau_eval.models.dummy module, [1] tau_eval.models.presidio module, [1] tau_eval.tasks module, [1] tau_eval.tasks.customtask module, [1] tau_eval.tasks.deidentification module, [1] tau_eval.tasks.imdb_authorship_classification module, [1] tau_eval.utils module, [1] tau_eval.visualization module, [1] train_task_models (tau_eval.experiment.ExperimentConfig attribute), [1] (tau_eval.ExperimentConfig attribute), [1] train_with_generations (tau_eval.experiment.ExperimentConfig attribute), [1] (tau_eval.ExperimentConfig attribute), [1]

U

UniformPlaceholder (class in tau_eval.models.presidio), [1]

UniquePlaceholderPerEntity (class in tau_eval.models.presidio), [1]

V

validate() (tau_eval.models.presidio.CategoryAnonymizer method), [1] (tau_eval.models.presidio.DeletionAnonymizer method), [1] (tau_eval.models.presidio.FakerAnonymizer method), [1] (tau_eval.models.presidio.InstanceCounterAnonymizer method), [1] (tau_eval.models.presidio.PlaceholderAnonymizer method), [1]