Wed Oct  8 08:44:08 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 :    -1.36373     -0.172012       1.52835        0.4317    -0.0855549  
      1 :     -1.4762     -0.133679      0.184629     -0.643513     -0.504408  
      2 :   -0.389663      0.786891      0.288576      0.401925     -0.165621  
      3 :  -0.0197557      0.186452       1.07271      0.245046       1.25358  
      4 :    0.278755      -1.06371       1.72721       1.35759      0.275747  
      5 :   -0.612791      0.707717       1.93282      0.115551     -0.176344  
      6 :     1.58037      -0.20838     0.0284313      -1.19475    -0.0892179  
      7 :    -1.47805     -0.320327     -0.367761    -0.0510866     -0.521914  
      8 :   0.0342468       0.11962     -0.462721      -1.04164       0.31359  
      9 :    0.259798     -0.109132     -0.502503      0.124851     -0.610534  

  Using N = 10000 sample points,
  Estimated mean distance = 4.36108
  Estimated variance      = 0.959547
  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.
Wed Oct  8 08:44:10 2025