Delaunay Triangulation Circumcenter Calculation

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Code introduction


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