Module Expr Str ImportFrom alias alias alias alias ImportFrom alias ImportFrom alias ImportFrom alias ClassDef bases NameLoad body FunctionDef arguments args NameParam defaults body Expr Str Assign NameStore Call NameLoad TupleLoad Num Num Assign SubscriptStore NameLoad Index TupleLoad Num Num Call NameLoad NameLoad Assign SubscriptStore NameLoad Index TupleLoad Num Num UnaryOpUSub Call NameLoad NameLoad Assign SubscriptStore NameLoad Index TupleLoad Num Num Call NameLoad NameLoad Assign SubscriptStore NameLoad Index TupleLoad Num Num Call NameLoad NameLoad Return NameLoad decorator_list NameLoad FunctionDef arguments args NameParam NameParam defaults body Expr Str Assign TupleStore NameStore NameStore NameStore Call NameLoad NameLoad Assign NameStore SubscriptLoad NameLoad ExtSlice Slice Slice Num NameLoad Assign NameStore SubscriptLoad NameLoad ExtSlice Slice Num NameLoad Slice Assign NameStore SubscriptLoad NameLoad Slice Num NameLoad Assign NameStore Call NameLoad NameLoad Assign NameStore Call AttributeLoad Call NameLoad NameLoad attr NameLoad Return TupleLoad NameLoad NameLoad NameLoad decorator_list NameLoad FunctionDef arguments args NameParam NameParam defaults body Expr Str Assign NameStore Call NameLoad NameLoad AttributeLoad NameLoad attr keyword NameLoad Assign NameStore Call NameLoad AttributeLoad NameLoad attr NameLoad keyword NameLoad Return NameLoad decorator_list NameLoad decorator_list
N/A N/A 
This program is free software; you can redistribute it and/or modify
it under the terms of the GNU General Public License as published by
the Free Software Foundation; either version 3 of the License, or
(at your option) any later version.

Written (W) 2013 Heiko Strathmann
Written (W) 2013 Dino Sejdinovic
 numpy zeros cos sin sqrt numpy.lib.twodim_base diag numpy.linalg svd scipy.linalg.basic solve_triangular MatrixTools N/A object N/A rotation_matrix N/A N/A theta N/A N/A N/A 
        Returns a 2d rotation matrix where theta is in radiants
         N/A R N/A zeros N/A 2 2 N/A N/A R N/A N/A 0 0 N/A cos theta N/A N/A R N/A N/A 0 1 N/A N/A sin theta N/A N/A R N/A N/A 1 0 N/A sin theta N/A N/A R N/A N/A 1 1 N/A cos theta N/A R N/A staticmethod low_rank_approx N/A N/A K d N/A N/A N/A 
        Returns a low rank approximation factor L of the given psd matrix such that
        LL^T pprox K with a given number of principal components to use
    
        K - psd matrix to compute low-rank approximation of
        d - number of principal components to use
        
        returns (L, s, V) where
        L - LL^T pprox K
        s - 1D vector of Eigenvalues
        V - matrix containing Eigen-row-vectors
         N/A N/A U s V N/A svd K N/A U N/A U N/A N/A N/A 0 d N/A V N/A V N/A N/A 0 d N/A N/A s N/A s N/A 0 d N/A S N/A diag s N/A L N/A N/A N/A sqrt S dot V N/A N/A L s V N/A staticmethod cholesky_solve N/A N/A L x N/A N/A N/A 
        Solves X^-1  x = (LL^T) ^-1 x = L^-T  L ^-1 * x for a given Cholesky
        X=LL^T
         N/A x N/A solve_triangular L N/A x T lower True N/A x N/A solve_triangular N/A L T x lower False N/A x N/A staticmethod N/A