Merge pull request #211 from emoen/fix/exact_search_bic_is_float

fix: handle residuals array is empty
py-why · Jan 3, 2025 · b07c316 · b07c316
2 parents 8c72b52 + 2ecc5d3
commit b07c316
Showing 1 changed file with 2 additions and 0 deletions.
diff --git a/causallearn/search/ScoreBased/ExactSearch.py b/causallearn/search/ScoreBased/ExactSearch.py
@@ -365,6 +365,8 @@ def bic_score_node(X, i, structure):
                                             b=X[:, i],
                                             rcond=None)
     bic = n * np.log(residual / n) + len(structure) * np.log(n)
+    if bic.size == 0:
+        return NEGINF   # Return negative infinity if bic is empty
     return bic.item()