- :class:`discriminant_analysis.QuadraticDiscriminantAnalysis`
  will now cause `LinAlgWarning` in case of collinear variables. These errors
  can be silenced using the `reg_param` attribute.
  By :user:`Alihan Zihna <azihna>`
