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COMPARISON OF NUMERICAL REALISATION OF ALGORITHM OF MUTUAL INFORMATION CALCULATION BASED ON NEAREST NEIGHBOURS

Purpose. To compare effeciency of different realizations of approaches to estimation of mutual information function based on nearest neighbours.

Method. Two approaches to calculation of mutual information function were realized numerically: straightforward approach is based on brute force, and sorting based one.