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ryansb avatar ryansb commented on August 20, 2024

lib in this case is the directory full of C libraries, in most cases it contains:

        0  11-28-2017 08:49   lib/
 10545790  11-28-2017 08:49   lib/libatlas.a
  5299832  11-28-2017 08:49   lib/libatlas.so
  5299832  11-28-2017 08:49   lib/libatlas.so.3
  5299832  11-28-2017 08:49   lib/libatlas.so.3.0
   466352  11-28-2017 08:49   lib/libcblas.a
   130856  11-28-2017 08:49   lib/libcblas.so
   130856  11-28-2017 08:49   lib/libcblas.so.3
   130856  11-28-2017 08:49   lib/libcblas.so.3.0
    98320  11-28-2017 08:49   lib/libclapack.so
    98320  11-28-2017 08:49   lib/libclapack.so.3
    98320  11-28-2017 08:49   lib/libclapack.so.3.0
   555986  11-28-2017 08:49   lib/libf77blas.a
   120224  11-28-2017 08:49   lib/libf77blas.so
   120224  11-28-2017 08:49   lib/libf77blas.so.3
   120224  11-28-2017 08:49   lib/libf77blas.so.3.0
  9632466  11-28-2017 08:49   lib/liblapack.a
  5301912  11-28-2017 08:49   lib/liblapack.so
  5301912  11-28-2017 08:49   lib/liblapack.so.3
  5301912  11-28-2017 08:49   lib/liblapack.so.3.0
   466878  11-28-2017 08:49   lib/libptcblas.a
   130920  11-28-2017 08:49   lib/libptcblas.so
   130920  11-28-2017 08:49   lib/libptcblas.so.3
   130920  11-28-2017 08:49   lib/libptcblas.so.3.0
   556370  11-28-2017 08:49   lib/libptf77blas.a
   120288  11-28-2017 08:49   lib/libptf77blas.so
   120288  11-28-2017 08:49   lib/libptf77blas.so.3
   120288  11-28-2017 08:49   lib/libptf77blas.so.3.0
   257800  11-28-2017 08:49   lib/libquadmath.so.0
  1205048  11-28-2017 08:49   lib/libgfortran.so.3

All of these are the C and fortran libraries that are critical to allowing sklearn and numpy to operate. The code in the README shows a for loop that loads all of these libraries into the path so that when you import sklearn it's able to find the C libraries it depends on.

from sklearn-build-lambda.

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