diff options
Diffstat (limited to 'gnu/packages/machine-learning.scm')
| -rw-r--r-- | gnu/packages/machine-learning.scm | 65 |
1 files changed, 31 insertions, 34 deletions
diff --git a/gnu/packages/machine-learning.scm b/gnu/packages/machine-learning.scm index a84377e1eb..7d833005bc 100644 --- a/gnu/packages/machine-learning.scm +++ b/gnu/packages/machine-learning.scm @@ -1663,45 +1663,42 @@ and forecasting.") (define-public python-imbalanced-learn (package (name "python-imbalanced-learn") - (version "0.9.1") - (source (origin - (method url-fetch) - (uri (pypi-uri "imbalanced-learn" version)) - (sha256 - (base32 - "0qnrmysnqpc8ii1w5n8mci20gcjhmjr7khvk7f2apdbqc2pgf52f")))) + (version "0.11.0") + (source + (origin + (method url-fetch) + (uri (pypi-uri "imbalanced-learn" version)) + (sha256 + (base32 "1p4gdgc8nsq0vjmw4y4d2bp9g0m1c23d0zgrzs90pnz6b24ax0km")))) (build-system pyproject-build-system) (arguments (list - #:phases - '(modify-phases %standard-phases - (add-after 'unpack 'unbreak-tests - (lambda _ - ;; The doctests require tensorflow - (substitute* "setup.cfg" - (("--doctest-modules") "")) - ;; Some tests require a home directory - (setenv "HOME" (getcwd)) - ;; We don't have keras - (delete-file "imblearn/keras/tests/test_generator.py") - ;; We don't have tensorflow - (delete-file "imblearn/tensorflow/tests/test_generator.py")))))) - (propagated-inputs - (list python-joblib - python-numpy - python-scikit-learn - python-scipy - python-threadpoolctl)) - (native-inputs - (list python-black - python-flake8 - python-mypy - python-pandas - python-pytest - python-pytest-cov)) + #:test-flags '(list "-k" + ;; Although we cannot satify the Tensorflow and Keras requirements + ;; (python-keras >= 2.4.3 and tensorflow >= 2.4.3), all tests + ;; besides these pass. + "not balanced_batch_generator and not BalancedBatchGenerator") + #:phases '(modify-phases %standard-phases + (add-after 'unpack 'unbreak-tests + (lambda _ + ;; Some tests require a home directory + (setenv "HOME" + (getcwd))))))) + (propagated-inputs (list python-joblib python-numpy python-scikit-learn + python-scipy python-threadpoolctl)) + (native-inputs (list python-black + python-flake8 + python-keras + python-mypy + python-numpydoc + python-pandas + python-pytest + python-pytest-cov + tensorflow)) (home-page "https://github.com/scikit-learn-contrib/imbalanced-learn") (synopsis "Toolbox for imbalanced dataset in machine learning") - (description "This is a Python package offering a number of re-sampling + (description + "This is a Python package offering a number of re-sampling techniques commonly used in datasets showing strong between-class imbalance. It is compatible with @code{scikit-learn}.") (license license:expat))) |