From b2d4ec0e5eae3dcda5ee2bc1b8394b2be51a01cd Mon Sep 17 00:00:00 2001 From: David Gilbertson Date: Wed, 25 May 2022 17:40:39 +1000 Subject: [PATCH] DOC Fix grammar in linear_model.rst (#23456) --- doc/modules/linear_model.rst | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/doc/modules/linear_model.rst b/doc/modules/linear_model.rst index 09a8eff4b23..36c4413a075 100644 --- a/doc/modules/linear_model.rst +++ b/doc/modules/linear_model.rst @@ -571,7 +571,7 @@ The disadvantages of the LARS method include: in the discussion section of the Efron et al. (2004) Annals of Statistics article. -The LARS model can be used using via the estimator :class:`Lars`, or its +The LARS model can be used via the estimator :class:`Lars`, or its low-level implementation :func:`lars_path` or :func:`lars_path_gram`. @@ -631,7 +631,7 @@ column is always zero. Orthogonal Matching Pursuit (OMP) ================================= -:class:`OrthogonalMatchingPursuit` and :func:`orthogonal_mp` implements the OMP +:class:`OrthogonalMatchingPursuit` and :func:`orthogonal_mp` implement the OMP algorithm for approximating the fit of a linear model with constraints imposed on the number of non-zero coefficients (ie. the :math:`\ell_0` pseudo-norm).