Python trace_plot Examples

Example #1

File: trace_plot_example.py Project: xuanhan863/skggm

def show_quic_coefficient_trace(X):
    path = np.logspace(np.log10(0.01), np.log10(1.0), num=50, endpoint=True)[::-1]
    estimator = QuicGraphLasso(
            lam=1.0,
            path=path,
            mode='path')
    estimator.fit(X)
    trace_plot(estimator.precision_, estimator.path_)

Example #2

File: trace_plot_example.py Project: wdevazelhes/skggm

def show_quic_coefficient_trace_truth(X, truth):
    path = np.logspace(np.log10(0.01), np.log10(1.0), num=50,
                       endpoint=True)[::-1]
    estimator = QuicGraphicalLasso(lam=1.0, path=path, mode="path")
    estimator.fit(X)
    trace_plot(estimator.precision_,
               estimator.path_,
               n_edges=6,
               ground_truth=truth)