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mlpack 4.0.1

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@mlpack-bot mlpack-bot released this 29 Dec 15:40
· 1425 commits to master since this release

Released Dec. 29, 2022.

  • Fix mapping of categorical data for Julia bindings (#3305).
  • Bugfix: catch all exceptions when running bindings from Julia, instead of crashing (#3304).
  • Various Python configuration fixes for Windows and OS X (#3312, #3313, #3311, #3309, #3308, #3297, #3302).
  • Optimize and strip compiled Python bindings when possible, resulting in significant size minimization (#3310).
  • The /std:c++17 and /Zc:__cplusplus options are now required when using Visual Studio (#3318). Documentation and compile-time checks added.
  • Set BUILD_TESTS to OFF by default. If you want to build tests, like mlpack_test, manually set BUILD_TESTS to ON in your CMake configuration step (#3316).
  • Fix handling of transposed matrix parameters in Python, Julia, R, and Go bindings (#3327).
  • Comment out definition of ARMA_NO DEBUG. This allows various Armadillo run-time checks such as non-conforming matrices and out-of-bounds element access. In turn this helps tracking down bugs and incorrect usage (#3322).