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Automunge automates data set encoding and missing data infill, eliminating the need for manual address in mainstream practice. It also enables non-deterministic inference through stochastic perturbations of tabular features, as documented in its accepted 2022 ICML DataPerf workshop paper.
AI named Automunge in November 2025.