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Valda

A Python Package of Data Valuation in Machine Learning

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Introduction

Valda is a Python package for data valuation in machine learning. If you are interested in

you may be interested in the functions provided by this package.

The current version supports five different data valuation methods. It supports all the classifiers from Sklearn for valuation, and also user-defined classifier using PyTorch.

Tutorial

Please checkout a simple tutorial on Google Colab, for how to use this package.

Installation

For running it on local machines, Valda requires Python 3.6+. It is available through PyPI

pip install valda

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