relax SVN archive

Inserted intermediate step, to check if the matrix propagator to evolve the magnetization is equal
when done for lower dimensional data of shape [7][7] and higher dimensional data of shape [NE][NS][NM][NO][ND][7][7].

A short example is shown at the wiki:
http://wiki.nmr-relax.com/Numpy_linalg#Ellipsis_broadcasting_in_numpy.einsum

Task #7807 (https://gna.org/task/index.php?7807): Speed-up of dispersion models for Clustered analysis.

Added function to compute the matrix exponential for higher dimensional data of shape [NE][NS][NM][NO][ND][7][7].

This is done by using numpy.einsum, to make the dot product of the last two axis.

Task #7807 (https://gna.org/task/index.php?7807): Speed-up of dispersion models for Clustered analysis.

Added another intermediate step.

Task #7807 (https://gna.org/task/index.php?7807): Speed-up of dispersion models for Clustered analysis.

Added intermediate step with for loops.

Task #7807 (https://gna.org/task/index.php?7807): Speed-up of dispersion models for Clustered analysis.

Shifted the computation of Rexpo two loops up.

Task #7807 (https://gna.org/task/index.php?7807): Speed-up of dispersion models for Clustered analysis.

Implemented test, to see if 3D exchange matrixes are the same.

This can be tested while running systemtest test_hansen_cpmg_data_to_ns_cpmg_2site_3D.

Task #7807 (https://gna.org/task/index.php?7807): Speed-up of dispersion models for Clustered analysis.

Implemented the collection of the 3D exchange matrix, for rank [NE][NS][NM][NO][ND][7][7].

Task #7807 (https://gna.org/task/index.php?7807): Speed-up of dispersion models for Clustered analysis.

Copied profiling script to be used for profiling the use of higher dimensional data for the numpy eig function.

Comment fixing, for explaining the masking and replacing when dw is zeroÃ.

Task #7807 (https://gna.org/task/index.php?7807): Speed-up of dispersion models for Clustered analysis.

Added additional math domain checking in B14.

This is when v1c is less than 1.0.

Task #7807 (https://gna.org/task/index.php?7807): Speed-up of dispersion models for Clustered analysis.