data-valuation topic
awesome-data-valuation
💱 A curated list of data valuation (DV) to design your next data marketplace
opendataval
OpenDataVal: a Unified Benchmark for Data Valuation in Python (NeurIPS 2023)
Shapley_Valuation
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]
pyDVL
pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation
LAVA
This is an official repository for "LAVA: Data Valuation without Pre-Specified Learning Algorithms" (ICLR2023).
D-TRAK
Intriguing Properties of Data Attribution on Diffusion Models (ICLR 2024)
journey-TRAK
Code for the paper "The Journey, Not the Destination: How Data Guides Diffusion Models"
awesome-ml-data-quality-papers
Papers about training data quality management for ML models.