5cf44ce3e9532c0bb7094567bfab89422e33e998,examples/example_mnist_grbm.py,,,#,21

Before Change

    edist = B.fast_energy_distance(v_data, v_model, downsample=100)

    print("Reconstruction error:  {0:.2f}".format(recon))
    print("Energy distance:  {0:.2f}".format(edist))

    // close the HDF5 store
    data.close()

After Change

    plot_image(v_model[0], (28,28))

    // plot some fantasy particles
    random_samples = rbm.random(v_data)
    sampler = fit.SequentialMC(rbm, random_samples)
    sampler.update_state(1000, resample=False, temperature=1.0)
    v_model = sampler.state

    idx = numpy.random.choice(range(len(v_model)), 5, replace=False)

Instances