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Topological maximum cross correlation descriptors (TMACC) are interpretable features for the derivation of quantitative structure-activity relationships (QSARs). It is based on autocorrelation method. TMACC work works  without using hashing neither calculate calculates  three-dimensional conformations nor do does  an alignment of structures \cite{Melville_2007}.