Index

B

BertForMultiTaskClassification (class in octopod.text.models.multi_task_bert)

BertResnetEnsembleForMultiTaskClassification (class in octopod.ensemble.models.multi_task_ensemble)

C

center_crop_pil_image() (in module octopod.vision.helpers)

create_text_dict() (octopod.ensemble.models.multi_task_ensemble.BertResnetEnsembleForMultiTaskClassification static method)

E

export() (octopod.ensemble.models.multi_task_ensemble.BertResnetEnsembleForMultiTaskClassification method) (octopod.text.models.multi_task_bert.BertForMultiTaskClassification method) (octopod.vision.models.multi_task_resnet.ResnetForMultiTaskClassification method)

F

fit() (octopod.learner.MultiTaskLearner method) forward() (octopod.ensemble.models.multi_task_ensemble.BertResnetEnsembleForMultiTaskClassification method) (octopod.text.models.multi_task_bert.BertForMultiTaskClassification method) (octopod.vision.models.multi_task_resnet.ResnetForMultiTaskClassification method) freeze_all_pretrained() (octopod.vision.models.multi_task_resnet.ResnetForMultiTaskClassification method) freeze_bert() (octopod.ensemble.models.multi_task_ensemble.BertResnetEnsembleForMultiTaskClassification method) (octopod.text.models.multi_task_bert.BertForMultiTaskClassification method)

freeze_classifiers_and_core() (octopod.ensemble.models.multi_task_ensemble.BertResnetEnsembleForMultiTaskClassification method) freeze_core() (octopod.vision.models.multi_task_resnet.ResnetForMultiTaskClassification method) freeze_dense() (octopod.vision.models.multi_task_resnet.ResnetForMultiTaskClassification method) freeze_ensemble_layers() (octopod.ensemble.models.multi_task_ensemble.BertResnetEnsembleForMultiTaskClassification method) freeze_pretrained_classifiers_and_bert() (octopod.text.models.multi_task_bert.BertForMultiTaskClassification method) freeze_resnets() (octopod.ensemble.models.multi_task_ensemble.BertResnetEnsembleForMultiTaskClassification method)

G

get_val_preds() (octopod.learner.MultiTaskLearner method)

I

import_model() (octopod.text.models.multi_task_bert.BertForMultiTaskClassification method)

L

load() (octopod.ensemble.models.multi_task_ensemble.BertResnetEnsembleForMultiTaskClassification method) (octopod.text.models.multi_task_bert.BertForMultiTaskClassification method) (octopod.vision.models.multi_task_resnet.ResnetForMultiTaskClassification method)

load_core_models() (octopod.ensemble.models.multi_task_ensemble.BertResnetEnsembleForMultiTaskClassification method)

M

module octopod.dataloader octopod.ensemble.dataset octopod.ensemble.models.multi_task_ensemble octopod.learner octopod.learner_utils.metrics_utils octopod.text.dataset octopod.text.models.multi_task_bert octopod.vision.dataset octopod.vision.helpers octopod.vision.models.multi_task_resnet

multi_class_accuracy() (in module octopod.learner_utils.metrics_utils) multi_label_accuracy() (in module octopod.learner_utils.metrics_utils) MultiDatasetLoader (class in octopod.dataloader) MultiInputMultiTaskLearner (class in octopod.learner) MultiTaskLearner (class in octopod.learner)

O

octopod.dataloader module octopod.ensemble.dataset module octopod.ensemble.models.multi_task_ensemble module octopod.learner module octopod.learner_utils.metrics_utils module octopod.text.dataset module octopod.text.models.multi_task_bert module

octopod.vision.dataset module octopod.vision.helpers module octopod.vision.models.multi_task_resnet module OctopodEnsembleDataset (class in octopod.ensemble.dataset) OctopodEnsembleDatasetMultiLabel (class in octopod.ensemble.dataset) OctopodImageDataset (class in octopod.vision.dataset) OctopodImageDatasetMultiLabel (class in octopod.vision.dataset) OctopodTextDataset (class in octopod.text.dataset) OctopodTextDatasetMultiLabel (class in octopod.text.dataset)

R

ResnetForMultiTaskClassification (class in octopod.vision.models.multi_task_resnet)

S

save() (octopod.ensemble.models.multi_task_ensemble.BertResnetEnsembleForMultiTaskClassification method) (octopod.text.models.multi_task_bert.BertForMultiTaskClassification method) (octopod.vision.models.multi_task_resnet.ResnetForMultiTaskClassification method)

U

unfreeze_classifiers() (octopod.ensemble.models.multi_task_ensemble.BertResnetEnsembleForMultiTaskClassification method) unfreeze_classifiers_and_core() (octopod.ensemble.models.multi_task_ensemble.BertResnetEnsembleForMultiTaskClassification method) unfreeze_pretrained_classifiers() (octopod.text.models.multi_task_bert.BertForMultiTaskClassification method) (octopod.vision.models.multi_task_resnet.ResnetForMultiTaskClassification method)

unfreeze_pretrained_classifiers_and_bert() (octopod.text.models.multi_task_bert.BertForMultiTaskClassification method) unfreeze_pretrained_classifiers_and_core() (octopod.vision.models.multi_task_resnet.ResnetForMultiTaskClassification method)

V

validate() (octopod.learner.MultiTaskLearner method)