67 lines
1.3 KiB
Nix
67 lines
1.3 KiB
Nix
{ lib
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, arviz
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, buildPythonPackage
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, cachetools
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, cloudpickle
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, fetchFromGitHub
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, numpy
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, pandas
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, pytensor
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, pythonOlder
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, rich
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, scipy
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, setuptools
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, typing-extensions
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}:
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buildPythonPackage rec {
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pname = "pymc";
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version = "5.15.0";
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pyproject = true;
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disabled = pythonOlder "3.10";
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src = fetchFromGitHub {
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owner = "pymc-devs";
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repo = "pymc";
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rev = "refs/tags/v${version}";
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hash = "sha256-KJXQz7LES3AqLkq5FPnaECraYSM4vfuDyfRJSclz1RQ=";
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};
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postPatch = ''
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substituteInPlace setup.py \
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--replace-fail ', "pytest-cov"' ""
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'';
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build-system = [
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setuptools
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];
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dependencies = [
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arviz
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cachetools
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cloudpickle
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numpy
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pandas
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pytensor
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rich
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scipy
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typing-extensions
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];
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# The test suite is computationally intensive and test failures are not
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# indicative for package usability hence tests are disabled by default.
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doCheck = false;
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pythonImportsCheck = [
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"pymc"
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];
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meta = with lib; {
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description = "Bayesian estimation, particularly using Markov chain Monte Carlo (MCMC)";
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homepage = "https://github.com/pymc-devs/pymc";
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changelog = "https://github.com/pymc-devs/pymc/releases/tag/v${version}";
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license = licenses.asl20;
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maintainers = with maintainers; [ nidabdella ferrine ];
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};
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}
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