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@norabelrose norabelrose released this 17 Aug 20:31
· 40 commits to main since this release

Added Oracle LEACE implementation (#2) which achieves even more surgical edits than standard LEACE when ground-truth concept labels are available at inference time. The classes OracleFitter and OracleEraser are designed to work almost exactly like LeaceFitter and LeaceEraser except that OracleEraser requires an extra z positional argument in its forward method.

This release also fixes a subtle bug in our covariance matrix shrinkage implementation which caused NaN results when the data has zero variance (#3).