The point-biserial correlation is a special case of Pearson's correlation when one of the variables is dichotomous. Due to this simplification, there is a shortcut for computing the coefficient itself ...
In my experimental repo, https://github.com/andyfaff/scipy-release/, there are a bunch of test fails when I try to build wheels on the macos-15-intel image. gfortran ...