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{ lib
, buildPythonPackage
, fetchFromGitHub
, python
, scikitlearn
, scipy
, pytest
, isPy27
}:
buildPythonPackage rec {
pname = "bayesian-optimization";
version = "1.2.0";
disabled = isPy27;
src = fetchFromGitHub {
owner = "fmfn";
repo = "BayesianOptimization";
rev = version;
sha256 = "01mg9npiqh1qmq5ldnbpjmr8qkiw827msiv3crpkhbj4bdzasbfm";
};
propagatedBuildInputs = [
scikitlearn
scipy
];
checkInputs = [ pytest ];
checkPhase = ''
# New sklearn broke one test: https://github.com/fmfn/BayesianOptimization/issues/243
pytest tests -k "not test_suggest_with_one_observation"
'';
meta = with lib; {
description = "A Python implementation of global optimization with gaussian processes";
homepage = "https://github.com/fmfn/BayesianOptimization";
license = licenses.mit;
maintainers = [ maintainers.juliendehos ];
};
}
|
