PLearn 0.1
Namespaces | Functions
TMat_maths.cc File Reference
#include <plearn/base/RemoteDeclareMethod.h>
#include <plearn/math/TMat_maths.h>
Include dependency graph for TMat_maths.cc:

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Namespaces

namespace  PLearn
 

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Functions

BEGIN_DECLARE_REMOTE_FUNCTIONS PLearn::declareFunction ("solveLinearSystemByCholesky",&remote_solveLinearSystemByCholesky,(BodyDoc("Solve a linear regression problem using Cholesky ""decomposition."), ArgDoc("XtX","Result of X'X, where X is the input data matrix, with samples ""as rows. A constant input can be added to compute a bias term.""Weight decay can be added on the diagonal terms (that do not ""correspond to the constant input when a bias is computed)."), ArgDoc("XtY","Result of X'Y, where Y is the target data matrix, with samples "" as rows."), RetDoc("The weights W of the linear regression, s.t. XW ~= Y")))
END_DECLARE_REMOTE_FUNCTIONS Mat PLearn::remote_solveLinearSystemByCholesky (const Mat &A, const Mat &B)
 Remote method for 'solveLinearSystemByCholesky'.

Detailed Description

Definition in file TMat_maths.cc.

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