scaLR
scaLR Pipelines
CallbackBase
CallbackBase.get_default_params()
CallbackExecutor
CallbackExecutor.execute()
EarlyStopping
EarlyStopping.patience
EarlyStopping.min_delta
EarlyStopping.get_default_params()
ModelCheckpoint
ModelCheckpoint.epoch
ModelCheckpoint.max_validation_acc
ModelCheckpoint.interval
ModelCheckpoint.get_default_params()
ModelCheckpoint.save_checkpoint()
TensorboardLogger
TensorboardLogger.epoch
TensorboardLogger.writer
TensorboardLogger.get_default_params()
test_early_stopping()
DataLoaderBase
DataLoaderBase.collate_fn()
DataLoaderBase.get_default_params()
DataLoaderBase.get_targets_ids_from_mappings()
build_dataloader()
SimpleDataLoader
SimpleDataLoader.collate_fn()
SimpleDataLoader.get_default_params()
SimpleMetaDataLoader
SimpleMetaDataLoader.collate_fn()
SimpleMetaDataLoader.get_default_params()
test_metadataloader()
CustomLossBase
CustomLossBase.forward()
build_loss_fn()
ModelBase
ModelBase.forward()
ModelBase.get_default_params()
ModelBase.get_predictions()
ModelBase.load_weights()
ModelBase.save_weights()
build_model()
SequentialModel
SequentialModel.forward()
SequentialModel.get_default_params()
SequentialModel.get_predictions()
SequentialModel.make_weights_zero()
CustomShapModel
CustomShapModel.forward()
TrainerBase
TrainerBase.train()
TrainerBase.train_one_epoch()
TrainerBase.validation()
SimpleModelTrainer