38ce3fb8ae8d4d17a32b428822b88e63eab894bf,pymc/examples/gp/MCMC.py,,,#,6

Before Change

    subplot(1,2,1)
    for i in range(0,N_samps):
        f=GPSampler.f.trace()[i](x)
        plot(x,GPSampler.f.trace()[i](x))
        mid_traces.append(f[len(f)/2])
        plot(fmesh,GPSampler.d.value,"k.",markersize=16)
    axis([x.min(),x.max(),-5.,10.])
    title("Some samples of f")

After Change

    subplot(1,2,1)
    for i in range(0,N_samps):
        f=GPSampler.submod.f.trace()[i](x)
        plot(x,f)
        mid_traces.append(f[len(f)/2])
        plot(fmesh,GPSampler.d.value,"k.",markersize=16)
    axis([x.min(),x.max(),-5.,10.])
    title("Some samples of f")

Instances