e6d2804430aa17379020918b17eea49e0af3a64e,examples/example_mnist_grbm.py,,example_mnist_grbm,#Any#Any#,16

Before 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)

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 = [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)
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 3

Non-data size: 12

Instances


Project Name: drckf/paysage
Commit Name: e6d2804430aa17379020918b17eea49e0af3a64e
Time: 2017-03-29
Author: austinh@alum.mit.edu
File Name: examples/example_mnist_grbm.py
Class Name:
Method Name: example_mnist_grbm


Project Name: drckf/paysage
Commit Name: e6d2804430aa17379020918b17eea49e0af3a64e
Time: 2017-03-29
Author: austinh@alum.mit.edu
File Name: examples/example_mnist_rbm.py
Class Name:
Method Name: example_mnist_rbm


Project Name: drckf/paysage
Commit Name: e6d2804430aa17379020918b17eea49e0af3a64e
Time: 2017-03-29
Author: austinh@alum.mit.edu
File Name: examples/example_mnist_hopfield.py
Class Name:
Method Name: example_mnist_hopfield