n_pts = 1000

#Build a random set of points in the unit square
X = np.random.rand(n_pts,2)
#Compute the alpha-complex filtration
alpha_complex = gd.AlphaComplex(points=X)
st_alpha = alpha_complex.create_simplex_tree(max_alpha_square=1000.0)