DeltaPy: A Framework for Tabular Data Augmentation in Python

2020-05-22The Alan Turing Institute 2020Code Available1· sign in to hype

Derek Snow

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Code

github.com/firmai/deltapy
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Abstract

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.

Tasks

BIG-bench Machine Learning Data Augmentation Feature Engineering Synthetic Data Generation

DeltaPy: A Framework for Tabular Data Augmentation in Python

Code

Abstract

Tasks

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