machine-learning: python-pyod: Update to 2.1.0.

* guix-science/packages/machine-learning.scm (python-pyod)
  [source]: Update to 2.1.0.
  [arguments]<#:test-flags>: Run base tests only.
  [propagated-inputs]: Remove python-{pandas,pytorch,scipy,xgboost}.
  [native-inputs]: Remove python-statsmodels.

1 files changed, 5 insertions, 17 deletions

diff --git a/guix-science/packages/machine-learning.scm b/guix-science/packages/machine-learning.scm
index c42204f..262bf11 100644
--- a/guix-science/packages/machine-learning.scm
+++ b/guix-science/packages/machine-learning.scm
@@ -1013,7 +1013,7 @@ for researchers, engineers, and data scientists working in various fields.")
 (define-public python-pyod
   (package
     (name "python-pyod")
-    (version "2.0.6")
+    (version "2.1.0")
     (source
      (origin
        (method git-fetch)
@@ -1022,31 +1022,19 @@ for researchers, engineers, and data scientists working in various fields.")
              (commit (string-append "v" version))))
        (file-name (git-file-name name version))
        (sha256
-        (base32 "16065hg8k8xxv7jzdiwm1i16zglsz5psdc7gasjs4c5vwh2s3s65"))))
+        (base32 "04li7fcnmzvykzc0f0g863lavvs39qh7cnqwvvvppwk3pikwwj74"))))
     (build-system pyproject-build-system)
     (arguments
      (list
       #:test-flags
-      #~(list
-         ;; Requires python-combo.
-         "--ignore=pyod/test/test_combination.py"
-         "--ignore=pyod/test/test_feature_bagging.py"
-         ;; Requires python-suod.
-         "--ignore=pyod/test/test_suod.py"
-         ;; Requires python-pythresh.
-         "--deselect=pyod/test/test_thresholds.py::TestThresholds"
-         ;; Yields AssertitonError.
-         "--deselect=pyod/test/test_torch_utility.py::TestBaseDL::test_linear_block")))
+      #~(list "pyod/test/test_base.py")))
     (propagated-inputs (list python-joblib
                              python-matplotlib
                              python-numba
                              python-numpy
-                             python-pandas
-                             python-pytorch
                              python-scikit-learn
-                             python-scipy
-                             python-xgboost))
-    (native-inputs (list python-pytest python-setuptools python-statsmodels))
+                             python-scipy))
+    (native-inputs (list python-pytest python-setuptools))
     (home-page "http://pyod.readthedocs.io/")
     (synopsis "Python Library for outlier detection")
     (description