ba1182eeaaadb1805319166022128f4823f491f9,tslearn/docs/examples/plot_barycenters.py,,,#,19

Before Change

plt.figure()
plt.subplot(2, 1, 1)
for ts in X:
    plt.plot(numpy.arange(sz), ts, "k-", alpha=.2)
plt.plot(numpy.arange(sz), EuclideanBarycenter().fit(X), "r-", linewidth=2)
plt.title("Euclidean barycenter")

After Change

sdtw = SoftDTWBarycenter(gamma=1., max_iter=100)
sdtw_bar = sdtw.fit(X)
for ts in X:
    plt.plot(ts.ravel(), "k-", alpha=.2)
plt.plot(sdtw_bar.ravel(), "r-", linewidth=2)
plt.title("Soft-DTW barycenter ($\gamma$=1.)")

plt.tight_layout()

Instances