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Data Attribution Python Packages

Python packages with the GitHub topic data-attribution. Sorted by monthly downloads, with stars and forks.
dilyabareeva
quanda

A toolkit for quantitative evaluation of data attribution methods.

162 61 1
AmitoVrito
traceprop

Computation-level data lineage, gradient attribution, and provenance-guided unlearning in production ML.

154 1 0
mainlp
explaind

A unified framework for attributing model behavior to model components, training data, and training dynamics.

108 10 0
maschulz
pyinfluence

Training data attribution for scikit-learn: influence functions, leave-one-out, Data Banzhaf, bootstrap, and a functional-influence engine for fairness and scalar-property auditing

89 2 0
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