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Data Valuation Python Packages

Python packages with the GitHub topic data-valuation. Sorted by relevance, with stars and monthly downloads.
opendataval
opendataval

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

645 101 11
aai-institute
pydvl

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

495 146 10
amaxiom
rshap

Symmetric Residual Decomposition — instance-level influence analysis via Shapley-style residual attribution

154 1 0
lfwa
datadynamics

Simulation environment for data collection.

154 3 0
uvanlp
valda

A Data Valuation Package for Machine Learning

100 35 6
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