Batch (parallelized) calculations of beta Shapley

aai-institute / pyDVL

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

https://pydvl.org

GNU Lesser General Public License v3.0

89 stars 9 forks source link

Closed kosmitive closed 9 months ago

kosmitive commented 10 months ago

This PR closes #427

Added batch_size parameter to compute_banzhaf_semivalues, compute_beta_shapley_semivalues, compute_shapley_semivalues and compute_generic_semivalues.

mdbenito commented 10 months ago

This might not be the right direction in which to go, even if it indeed helps in some situations. See my comments in the issue.