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aspmx1.migadu.com; dkim=fail ("headers rsa verify failed") header.d=posteo.net header.s=2017 header.b=bO2qZD2e; dmarc=fail reason="SPF not aligned (strict)" header.from=posteo.net (policy=none); spf=pass (aspmx1.migadu.com: domain of guix-patches-bounces@gnu.org designates 209.51.188.17 as permitted sender) smtp.mailfrom=guix-patches-bounces@gnu.org X-Migadu-Spam-Score: 3.69 Authentication-Results: aspmx1.migadu.com; dkim=fail ("headers rsa verify failed") header.d=posteo.net header.s=2017 header.b=bO2qZD2e; dmarc=fail reason="SPF not aligned (strict)" header.from=posteo.net (policy=none); spf=pass (aspmx1.migadu.com: domain of guix-patches-bounces@gnu.org designates 209.51.188.17 as permitted sender) smtp.mailfrom=guix-patches-bounces@gnu.org X-Migadu-Queue-Id: 9C12A276F7 X-Spam-Score: 3.69 X-Migadu-Scanner: scn0.migadu.com X-TUID: qHnuhBTilVaH * gnu/packages/machine-learning.scm (python-skorch): New variable. --- gnu/packages/machine-learning.scm | 42 +++++++++++++++++++++++++++++++ 1 file changed, 42 insertions(+) diff --git a/gnu/packages/machine-learning.scm b/gnu/packages/machine-learning.scm index 281c88d6f8..fd3e6b2090 100644 --- a/gnu/packages/machine-learning.scm +++ b/gnu/packages/machine-learning.scm @@ -1050,6 +1050,48 @@ 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-skorch + (package + (name "python-skorch") + (version "0.10.0") + (source + (origin + (method url-fetch) + (uri (pypi-uri "skorch" version)) + (sha256 + (base32 "196hr0q5nw1nzckwanfv27myasayfdxxhx80iv9whm7675rzj44r")))) + (build-system python-build-system) + (arguments + `(#:phases + (modify-phases %standard-phases + (replace 'check + (lambda* (#:key inputs outputs tests? #:allow-other-keys) + (when tests? + (add-installed-pythonpath inputs outputs) + (invoke "python" "-m" "pytest" "--pyargs" "skorch" "-k" + (string-append + ;; Errors because of missing weight and pickle files. + "not test_load_cuda_params_to_cpu" + " and not test_pickle_load")))))))) + (propagated-inputs + `(("python-numpy" ,python-numpy) + ("python-scikit-learn" ,python-scikit-learn) + ("python-scipy" ,python-scipy) + ("python-tabulate" ,python-tabulate) + ("python-tqdm" ,python-tqdm))) + (native-inputs + `(("python-flaky" ,python-flaky) + ("python-pandas" ,python-pandas) + ("python-pytest" ,python-pytest) + ("python-pytest-cov" ,python-pytest-cov) + ("python-pytorch" ,python-pytorch))) + (home-page "https://github.com/skorch-dev/skorch") + (synopsis "Scikit-learn compatible neural network library for PyTorch") + (description "Skorch is a scikit-learn compatible neural network library +that wraps PyTorch. It allows to build and train PyTorch models using a +scikit-learn-like API.") + (license license:bsd-3))) + (define-public python-pynndescent (package (name "python-pynndescent") -- 2.30.2