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Data Valuation Python Packages

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

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

718 104 11
aai-institute
pydvl

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

552 146 10
uvanlp
valda

A Python Data Valuation Package

73 35 6
amaxiom
rshap

Undertanding the impact of individual data instances on model performance using residual decomposition and Shapley values

50 1 0
lfwa
datadynamics

Simulation environment for data collection dynamics.

48 3 0
    • Original data from PyPI, GitHub, and OSV; downloads served through ClickHouse
    • Sources & methodology