kabsch¶
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chemcoord.utilities.
kabsch
(P, Q)[source]¶ The optimal rotation matrix U is calculated and then used to rotate matrix P unto matrix Q so the minimum root-mean-square deviation (RMSD) can be calculated.
Using the Kabsch algorithm with two sets of paired point P and Q, centered around the center-of-mass. Each vector set is represented as an NxD matrix, where D is the the dimension of the space.
The algorithm works in three steps: - a translation of P and Q - the computation of a covariance matrix C - computation of the optimal rotation matrix U
http://en.wikipedia.org/wiki/Kabsch_algorithm
Parameters: P – (N, number of points)x(D, dimension) matrix Q – (N, number of points)x(D, dimension) matrix
Returns: U – Rotation matrix