Tue May 20 22:21:16 2025

normal01_multivariate_distance_test():
  python version: 3.10.12
  numpy version:  1.26.4
  Test normal01_multivariate_distance().

standard_normal_test():
  standard_normal() samples a multivariate unit normal value.

5 samples of 10-dimensional unit normal vectors

  Col:       0             1             2             3             4       
  Row
      0 :    -1.19796     -0.880193       0.30733      0.185148      -1.29371  
      1 :    0.270908      0.301381      0.058371       1.19211     -0.519544  
      2 :    0.833961    -0.0158477       1.81811     -0.353392       1.09643  
      3 :   -0.772178       1.19806      0.178175       1.07694      0.622759  
      4 :     1.13715     -0.409236      0.297853      0.302516      -1.23478  
      5 :     1.40702      0.049393      0.114091      -1.39108        1.4126  
      6 :    -1.88488      -1.21805       1.01024     0.0753432       1.05414  
      7 :    0.028918       -1.4282     0.0587461         1.883      0.605724  
      8 :    -1.02747      0.981047       -1.6832     -0.375902      -2.19405  
      9 :    -0.39403       1.76249      0.351274    -0.0225655      -1.38275  

  Using N = 10000 sample points,
  Estimated mean distance = 4.38716
  Estimated variance      = 0.995682
  Graphics saved as "normal01_multivariate_distance_histogram.png"
  Graphics saved as "normal01_multivariate_distance_pdf.png"
  Graphics saved as "normal01_multivariate_distance_compare.png"
  Graphics saved as "normal01_multivariate_distance_plot.png"

normal01_multivariate_distance_test():
  Normal end of execution.
Tue May 20 22:21:18 2025