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semipy.pl.LitCompleteCase

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This section is in construction.

    class semipy.pl.LitCompleteCase(config: Union[dict, str]) -> None

This class allows user to train a model in the 'Complete Case', which means tranining the model in a supervised manner with only labelled data.

Parameters

  • config (dict, str) - Dictionary of parameters. To have a complete dictionary, use semipy.tools.get_config. If using a string, it should correspond to a path to a configuration YAML file.

    Methods

        configure_optimizers()

        forward(x)

        on_train_end()

        save(name)

        setup(stage)

        test_dataloader()

        test_step(batch, batch_idx, dataloader_idx=0)

        train_logging(results, total_loss)

        training_step(_batch, _batch_idx)

        val_dataloader()

        val_test_pass(x, y, action, dataloader_idx=0)

        validation_step(batch, batch_idx, dataloader_idx=0)