81 lines
1.3 KiB
Nix
81 lines
1.3 KiB
Nix
{
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lib,
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buildPythonPackage,
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fetchPypi,
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graphviz,
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jupyter,
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matplotlib,
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networkx,
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opt-einsum,
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pandas,
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pillow,
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pyro-api,
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pythonOlder,
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torch,
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scikit-learn,
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seaborn,
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setuptools,
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torchvision,
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tqdm,
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wget,
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}:
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buildPythonPackage rec {
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pname = "pyro-ppl";
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version = "1.9.0";
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pyproject = true;
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disabled = pythonOlder "3.8";
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src = fetchPypi {
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inherit version pname;
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hash = "sha256-QfTABRWVaCgPvFEWSJYKmKKxpBACfYvQpDIgrJsQLN8=";
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};
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nativeBuildInputs = [ setuptools ];
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propagatedBuildInputs = [
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pyro-api
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torch
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networkx
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opt-einsum
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tqdm
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];
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passthru.optional-dependencies = {
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extras = [
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graphviz
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jupyter
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# lap
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matplotlib
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pandas
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pillow
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scikit-learn
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seaborn
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torchvision
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# visdom
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wget
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];
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};
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# pyro not shipping tests do simple smoke test instead
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doCheck = false;
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pythonImportsCheck = [
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"pyro"
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"pyro.distributions"
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"pyro.infer"
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"pyro.optim"
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];
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meta = with lib; {
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description = "Library for probabilistic modeling and inference";
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homepage = "http://pyro.ai";
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changelog = "https://github.com/pyro-ppl/pyro/releases/tag/${version}";
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license = licenses.asl20;
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maintainers = with maintainers; [
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teh
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georgewhewell
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];
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};
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}
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