Replaced eigvals with subset_by_index (#913)

SeldonIO · Dec 6, 2024 · bd3cb4c · bd3cb4c
1 parent 31d19a1
commit bd3cb4c
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Showing 2 changed files with 2 additions and 2 deletions.
diff --git a/alibi_detect/od/mahalanobis.py b/alibi_detect/od/mahalanobis.py
@@ -269,7 +269,7 @@ def score(self, X: np.ndarray) -> np.ndarray:
         cov_batch = (n - 1.) / (n + max(1, n_batch - 1.)) * self.C + 1. / (n + max(1, n_batch - 1.)) * B.sum(axis=0)
 
         # PCA
-        eigvals, eigvects = eigh(cov_batch, eigvals=(n_params - n_components, n_params - 1))
+        _, eigvects = eigh(cov_batch, subset_by_index=(n_params - n_components, n_params - 1))
 
         # projections
         proj_x = np.matmul(X, eigvects)

diff --git a/setup.py b/setup.py
@@ -55,7 +55,7 @@ def readme():
         "pandas>=1.0.0, <3.0.0",
         "Pillow>=5.4.1, <11.0.0",
         "opencv-python>=3.2.0, <5.0.0",
-        "scipy>=1.3.0, <2.0.0",
+        "scipy>=1.5.0, <2.0.0",
         'scikit-image>=0.19, <0.23',
         "scikit-learn>=0.20.2, <2.0.0",
         "transformers>=4.0.0, <5.0.0",