c86981a110f57e19b6841da89c0f1aa6e6a9d317,GPy/examples/regression.py,,olympic_marathon_men,#Any#Any#,225

Before Change

        m["rbf_lengthscale"] = 10

    // optimize
    m.optimize(max_iters=max_iters)

    // plot
    m.plot(plot_limits=(1850, 2050))
    print(m)
    return m

def toy_rbf_1d(optimizer="tnc", max_nb_eval_optim=100):
    Run a simple demonstration of a standard Gaussian process fitting it to data sampled from an RBF covariance.

After Change

    // set the lengthscale to be something sensible (defaults to 1)
    m["rbf_lengthscale"] = 10

    if optimize:
        m.optimize("bfgs", max_iters=200)
    if plot:
        m.plot(plot_limits=(1850, 2050))

    return m

def coregionalization_toy2(optimize=True, plot=True):
    

Instances