data-valuation topic

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

daviddao

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

opendataval

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]

ajsanjoaquin

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

aai-institute

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

reds-lab

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

sail-sg

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

MadryLab

A Python Data Valuation Package

uvanlp

Papers about training data quality management for ML models.

SJTU-DMTai