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This repository contains the Python/C++ source codes for the paper: Sun, Y., Wang, W., Kirley, M., Li, X., & Chan, J. Revisiting Probability Distribution Assumptions for Information Theoretic Feature Selection. To be presented at AAAI 2020 in New York.