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{ lib
, aeppl
, aesara
, arviz
, buildPythonPackage
, cachetools
, cloudpickle
, fastprogress
, fetchFromGitHub
, numpy
, pythonOlder
, pythonRelaxDepsHook
, scipy
, typing-extensions
}:
buildPythonPackage rec {
pname = "pymc";
version = "4.0.0";
format = "setuptools";
disabled = pythonOlder "3.7";
src = fetchFromGitHub {
owner = "pymc-devs";
repo = "pymc";
rev = "v${version}";
hash = "sha256-ZMuDQJ+bmrQlrem/OqU/hIie3ZQkAqayU3N8ZtaW7xo=";
};
nativeBuildInputs = [
pythonRelaxDepsHook
];
propagatedBuildInputs = [
aeppl
aesara
arviz
cachetools
cloudpickle
fastprogress
numpy
scipy
typing-extensions
];
postPatch = ''
substituteInPlace setup.py \
--replace ', "pytest-cov"' ""
'';
pythonRelaxDeps = [
"aesara"
"aeppl"
];
# The test suite is computationally intensive and test failures are not
# indicative for package usability hence tests are disabled by default.
doCheck = false;
pythonImportsCheck = [
"pymc"
];
meta = with lib; {
description = "Bayesian estimation, particularly using Markov chain Monte Carlo (MCMC)";
homepage = "https://github.com/pymc-devs/pymc3";
license = licenses.asl20;
maintainers = with maintainers; [ nidabdella ];
};
}
|
