c1090e272fa36982fb6c1cd5145c9c79bc4d8a59,examples/example_mnist_rbm.py,,example_mnist_rbm,#Any#Any#Any#,13

Before Change

    // evaluate the model
    // this will be the same as the final epoch results
    metrics = [M.ReconstructionError(), M.EnergyDistance(),
               M.EnergyGap(), M.EnergyZscore()]
    performance = fit.ProgressMonitor(0, data, metrics=metrics)

    util.show_metrics(rbm, performance)
    util.show_reconstructions(rbm, data.get("validate"), fit, show_plot)

After Change

    // evaluate the model
    // this will be the same as the final epoch results
    // it is repeated here to be consistent with the sklearn rbm example
    metrics = ["ReconstructionError", "EnergyDistance", "EnergyGap", "EnergyZscore"]
    performance = fit.ProgressMonitor(0, data, metrics=metrics)

    util.show_metrics(rbm, performance)
    util.show_reconstructions(rbm, data.get("validate"), fit, show_plot)

Instances