{ lib, buildPythonPackage, fetchFromGitHub, jaxtyping, linear-operator, mpmath, scikit-learn, scipy, setuptools, setuptools-scm, torch, pytestCheckHook, }: buildPythonPackage rec { pname = "gpytorch"; version = "1.13"; pyproject = true; src = fetchFromGitHub { owner = "cornellius-gp"; repo = pname; rev = "refs/tags/v${version}"; hash = "sha256-jdEJdUFIyM7TTKUHY8epjyZCGolH8nrr7FCyfw+x56s="; }; build-system = [ setuptools setuptools-scm ]; pythonRelaxDeps = [ "jaxtyping" ]; dependencies = [ jaxtyping linear-operator mpmath scikit-learn scipy torch ]; nativeCheckInputs = [ pytestCheckHook ]; pythonImportsCheck = [ "gpytorch" ]; disabledTests = [ # AssertionError on number of warnings emitted "test_deprecated_methods" # flaky numerical tests "test_classification_error" "test_matmul_matrix_broadcast" "test_optimization_optimal_error" # https://github.com/cornellius-gp/gpytorch/issues/2396 "test_t_matmul_matrix" ]; meta = with lib; { description = "Highly efficient and modular implementation of Gaussian Processes, with GPU acceleration"; homepage = "https://gpytorch.ai"; license = licenses.mit; maintainers = with maintainers; [ veprbl ]; }; }