DeltaPy: A Framework for Tabular Data Augmentation in Python. A range of data abstractions have come to the fore since the re-emergence of machine learning. This includes procedures like feature engineering, extraction, transformation, and selection, as well as data pre-processing, generation, synthesisation, and augmentation. This report attempts to unify some of this terminology with the development of a bare-bones Python package, DeltaPy.

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  1. Julien Siebert, Janek GroƟ, Christof Schroth: A systematic review of Python packages for time series analysis (2021) arXiv