d8fd06cb3e6682ecb4774747b6f46db7a447c2bf,docs/auto_examples/plot_procrustes.py,,,#,21

Before Change

target = data

// A random rotation matrix
rot = np.array([[-0.89433495, -0.44719485, -0.01348182],
       [-0.43426149,  0.87492975, -0.21427761],
       [-0.10761949,  0.18578133,  0.97667976]])
// creating new spiral with some noise
source = np.dot(target, rot)

// Before hyperalignment
fig,ax,data = hyp.plot([target, source], show=False, return_data=True)
ax.set_title("Before Procrustes")
plt.show()

// After hyperalignment
fig,ax,data = hyp.plot([hyp.tools.procrustes(source, target), target], ["-","--"], show=False, return_data=True)
ax.set_title("After Procrustes")
plt.show()

After Change

target = data

// A random rotation matrix
rot = np.random.rand(3,3)

// creating new spiral with some noise
source = np.dot(target, rot)

// Before hyperalignment
hyp.plot([target, source])

// After hyperalignment
hyp.plot([hyp.tools.procrustes(source, target), target], ["-","--"])

Instances