data-valuation topic

List data-valuation repositories

awesome-data-valuation

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💱 A curated list of data valuation (DV) to design your next data marketplace

verified publisher icon daviddao

opendataval

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OpenDataVal: a Unified Benchmark for Data Valuation in Python (NeurIPS 2023)

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Shapley_Valuation

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PyTorch reimplementation of computing Shapley values via Truncated Monte Carlo sampling from "What is your data worth? Equitable Valuation of Data" by Amirata Ghorbani and James Zou [ICML 2019]

verified publisher icon ajsanjoaquin

pyDVL

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pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation

verified publisher icon aai-institute

LAVA

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This is an official repository for "LAVA: Data Valuation without Pre-Specified Learning Algorithms" (ICLR2023).

verified publisher icon ruoxi-jia-group

D-TRAK

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Intriguing Properties of Data Attribution on Diffusion Models (ICLR 2024)

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journey-TRAK

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Code for the paper "The Journey, Not the Destination: How Data Guides Diffusion Models"

verified publisher icon MadryLab

valda

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A Python Data Valuation Package

verified publisher icon uvanlp