diff options
Diffstat (limited to 'gnu/packages/machine-learning.scm')
| -rw-r--r-- | gnu/packages/machine-learning.scm | 51 |
1 files changed, 51 insertions, 0 deletions
diff --git a/gnu/packages/machine-learning.scm b/gnu/packages/machine-learning.scm index 93eee3de88..4dfeddedb0 100644 --- a/gnu/packages/machine-learning.scm +++ b/gnu/packages/machine-learning.scm @@ -1189,6 +1189,57 @@ Models, is a program for performing both single-SNP and SNP-set genome-wide association studies (GWAS) on extremely large data sets.") (license license:asl2.0))) +(define-public python-hyperopt + (package + (name "python-hyperopt") + (version "0.2.5") + (source + (origin + (method url-fetch) + (uri (pypi-uri "hyperopt" version)) + (sha256 + (base32 "1k4ma8ci0bxghw7g4ms944zak1pi83yv2d6bxd7fcslm1zalfq5w")))) + (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" "--ignore" + ;; Needs python-pyspark. + "hyperopt/tests/test_spark.py" + ;; Needs both python-scikit-learn and python-lightgbm. + "--ignore" "hyperopt/tests/test_atpe_basic.py" + ;; The tests below need python-lightgbm. + "-k" (string-append "not test_branin" + " and not test_distractor" + " and not test_q1lognormal" + " and not test_quadratic1" + " and not test_twoarms")))))))) + (propagated-inputs + `(("python-cloudpickle" ,python-cloudpickle) + ("python-future" ,python-future) + ("python-networkx" ,python-networkx) + ("python-numpy" ,python-numpy) + ("python-scipy" ,python-scipy) + ("python-six" ,python-six) + ("python-tqdm" ,python-tqdm))) + (native-inputs + `(("python-black" ,python-black) + ("python-ipython" ,python-ipython) + ("python-ipyparallel" ,python-ipyparallel) + ("python-nose" ,python-nose) + ("python-pymongo" ,python-pymongo) + ("python-pytest" ,python-pytest))) + (home-page "https://hyperopt.github.io/hyperopt/") + (synopsis "Library for hyperparameter optimization") + (description "Hyperopt is a Python library for serial and parallel +optimization over awkward search spaces, which may include real-valued, +discrete, and conditional dimensions.") + (license license:bsd-3))) + ;; There have been no proper releases yet. (define-public kaldi (let ((commit "d4791c0f3fc1a09c042dac365e120899ee2ad21e") |