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| author | Ricardo Wurmus <rekado@elephly.net> | 2022-12-07 10:48:06 +0100 |
|---|---|---|
| committer | Ricardo Wurmus <rekado@elephly.net> | 2022-12-12 14:37:03 +0100 |
| commit | df9a7c2032d48ca044f8fa3e24c3e3ad87ec2c13 (patch) | |
| tree | c8fcf631878e8922890b629bc7d61043453c3970 | |
| parent | 91d4a78f41fd101148d76f91e6f45c9be8069564 (diff) | |
| download | guix-df9a7c2032d48ca044f8fa3e24c3e3ad87ec2c13.tar guix-df9a7c2032d48ca044f8fa3e24c3e3ad87ec2c13.tar.gz | |
gnu: Add python-imbalanced-learn.
* gnu/packages/machine-learning.scm (python-imbalanced-learn): New variable.
| -rw-r--r-- | gnu/packages/machine-learning.scm | 46 |
1 files changed, 46 insertions, 0 deletions
diff --git a/gnu/packages/machine-learning.scm b/gnu/packages/machine-learning.scm index 21a1ae0f61..fc8de01066 100644 --- a/gnu/packages/machine-learning.scm +++ b/gnu/packages/machine-learning.scm @@ -1181,6 +1181,52 @@ number of threads used in the threadpool-backed of common native libraries used for scientific computing and data science (e.g. BLAS and OpenMP).") (license license:bsd-3))) +(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")))) + (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)) + (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 +techniques commonly used in datasets showing strong between-class imbalance. +It is compatible with @code{scikit-learn}.") + (license license:expat))) + (define-public python-pynndescent (package (name "python-pynndescent") |