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This function uses the Delaunay triangulation method from the SciPy library to perform a triangulation of the input set of points and calculates the circumcenter of each triangle.
Technology Stack : SciPy library, Delaunay triangulation, NumPy array operations
Code Type : Mathematical calculation function
Code Difficulty : Intermediate
def random_triangulation(points):
from scipy.spatial import Delaunay
import numpy as np
# Generate a Delaunay triangulation of the points
delaunay = Delaunay(points)
# Find the circumcenters of the triangles
circumcenters = np.array([np.mean(points[delaunay.vertices[i]], axis=0) for i in range(len(delaunay.simplices))])
return circumcenters