53 lines
1.2 KiB
Nix
53 lines
1.2 KiB
Nix
{ lib
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, buildPythonPackage
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, fetchFromGitHub
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, linear_operator
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, scikit-learn
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, torch
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, pytestCheckHook
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}:
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buildPythonPackage rec {
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pname = "gpytorch";
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version = "1.11";
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format = "pyproject";
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src = fetchFromGitHub {
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owner = "cornellius-gp";
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repo = pname;
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rev = "v${version}";
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hash = "sha256-cpkfjx5G/4duL1Rr4nkHTHi03TDcYbcx3bKP2Ny7Ijo=";
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};
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postPatch = ''
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substituteInPlace setup.py \
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--replace 'find_version("gpytorch", "version.py")' \"$version\"
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'';
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propagatedBuildInputs = [
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linear_operator
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scikit-learn
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torch
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];
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checkInputs = [
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pytestCheckHook
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];
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pythonImportsCheck = [ "gpytorch" ];
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disabledTests = [
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# AssertionError on number of warnings emitted
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"test_deprecated_methods"
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# flaky numerical tests
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"test_classification_error"
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"test_matmul_matrix_broadcast"
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# https://github.com/cornellius-gp/gpytorch/issues/2396
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"test_t_matmul_matrix"
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];
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meta = with lib; {
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description = "A highly efficient and modular implementation of Gaussian Processes, with GPU acceleration";
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homepage = "https://gpytorch.ai";
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license = licenses.mit;
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maintainers = with maintainers; [ veprbl ];
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};
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}
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