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-rw-r--r--gnu/packages/machine-learning.scm35
-rw-r--r--gnu/packages/patches/python-scikit-learn-fix-test-non-determinism.patch25
2 files changed, 8 insertions, 52 deletions
diff --git a/gnu/packages/machine-learning.scm b/gnu/packages/machine-learning.scm
index 09c525ff20..4b2447ece0 100644
--- a/gnu/packages/machine-learning.scm
+++ b/gnu/packages/machine-learning.scm
@@ -706,7 +706,7 @@ computing environments.")
(define-public python-scikit-learn
(package
(name "python-scikit-learn")
- (version "0.19.2")
+ (version "0.20.1")
(source
(origin
(method git-fetch)
@@ -716,9 +716,7 @@ computing environments.")
(file-name (git-file-name name version))
(sha256
(base32
- "1dk9hdj01c0bny4ps78b7869fjw9gr6qklxf6wyql8h6nh4k19xm"))
- (patches (search-patches
- "python-scikit-learn-fix-test-non-determinism.patch"))))
+ "0qv7ir1fy9vjar3llc72yxmfja3gxm5icdf0y3q57vsn3wcdglkz"))))
(build-system python-build-system)
(arguments
`(#:phases
@@ -729,11 +727,11 @@ computing environments.")
(lambda _
;; Restrict OpenBLAS threads to prevent segfaults while testing!
(setenv "OPENBLAS_NUM_THREADS" "1")
- ;; Disable tests that require network access
- (delete-file "sklearn/datasets/tests/test_mldata.py")
- (delete-file "sklearn/datasets/tests/test_rcv1.py")
- (invoke "pytest" "sklearn")
- #t))
+
+ ;; Some tests require write access to $HOME.
+ (setenv "HOME" "/tmp")
+
+ (invoke "pytest" "sklearn" "-m" "not network")))
;; FIXME: This fails with permission denied
(delete 'reset-gzip-timestamps))))
(inputs
@@ -753,24 +751,7 @@ data analysis.")
(license license:bsd-3)))
(define-public python2-scikit-learn
- (let ((parent (package-with-python2 python-scikit-learn)))
- (package (inherit parent)
- (arguments
- (substitute-keyword-arguments (package-arguments parent)
- ((#:phases phases)
- `(modify-phases ,phases
- (replace 'check
- (lambda _
- ;; Restrict OpenBLAS threads to prevent segfaults while testing!
- (setenv "OPENBLAS_NUM_THREADS" "1")
- ;; Some tests expect to be able to write to HOME.
- (setenv "HOME" "/tmp")
- ;; Disable tests that require network access
- (delete-file "sklearn/datasets/tests/test_kddcup99.py")
- (delete-file "sklearn/datasets/tests/test_mldata.py")
- (delete-file "sklearn/datasets/tests/test_rcv1.py")
- (invoke "pytest" "sklearn")
- #t)))))))))
+ (package-with-python2 python-scikit-learn))
(define-public python-autograd
(let* ((commit "442205dfefe407beffb33550846434baa90c4de7")
diff --git a/gnu/packages/patches/python-scikit-learn-fix-test-non-determinism.patch b/gnu/packages/patches/python-scikit-learn-fix-test-non-determinism.patch
deleted file mode 100644
index 90328cc0eb..0000000000
--- a/gnu/packages/patches/python-scikit-learn-fix-test-non-determinism.patch
+++ /dev/null
@@ -1,25 +0,0 @@
-This patch stops a test sometimes failing because of non-determinism. See
-https://github.com/scikit-learn/scikit-learn/pull/9542
-
-From ff9f6db6e8b59c2b3528c8137ed4054f57c1d7c4 Mon Sep 17 00:00:00 2001
-From: Hanmin Qin <qinhanmin2005@sina.com>
-Date: Sun, 13 Aug 2017 22:13:49 +0800
-Subject: [PATCH] add random_state
-
----
- sklearn/tests/test_kernel_ridge.py | 2 +-
- 1 file changed, 1 insertion(+), 1 deletion(-)
-
-diff --git a/sklearn/tests/test_kernel_ridge.py b/sklearn/tests/test_kernel_ridge.py
-index 4750a096ac6..979875870b6 100644
---- a/sklearn/tests/test_kernel_ridge.py
-+++ b/sklearn/tests/test_kernel_ridge.py
-@@ -10,7 +10,7 @@
- from sklearn.utils.testing import assert_array_almost_equal
-
-
--X, y = make_regression(n_features=10)
-+X, y = make_regression(n_features=10, random_state=0)
- Xcsr = sp.csr_matrix(X)
- Xcsc = sp.csc_matrix(X)
- Y = np.array([y, y]).T