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{ lib
, stdenv
, buildPythonPackage
, pythonOlder
, fetchFromGitHub
, fetchpatch
, pytest-xdist
, pytestCheckHook
, absl-py
, cvxpy
, jax
, jaxlib
, matplotlib
, numpy
, optax
, scipy
, scikit-learn
}:
buildPythonPackage rec {
pname = "jaxopt";
version = "0.8.3";
format = "setuptools";
disabled = pythonOlder "3.8";
src = fetchFromGitHub {
owner = "google";
repo = "jaxopt";
rev = "refs/tags/jaxopt-v${version}";
hash = "sha256-T/BHSnuk3IRuLkBj3Hvb/tFIb7Au25jjQtvwL28OU1U=";
};
patches = [
# fix failing tests from scipy 1.12 update
# https://github.com/google/jaxopt/pull/574
(fetchpatch {
name = "scipy-1.12-fix-tests.patch";
url = "https://github.com/google/jaxopt/commit/48b09dc4cc93b6bc7e6764ed5d333f9b57f3493b.patch";
hash = "sha256-v+617W7AhxA1Dzz+DBtljA4HHl89bRTuGi1QfatobNY=";
})
];
propagatedBuildInputs = [
absl-py
jax
jaxlib
matplotlib
numpy
scipy
];
nativeCheckInputs = [
pytest-xdist
pytestCheckHook
cvxpy
optax
scikit-learn
];
pythonImportsCheck = [
"jaxopt"
"jaxopt.implicit_diff"
"jaxopt.linear_solve"
"jaxopt.loss"
"jaxopt.tree_util"
];
disabledTests = lib.optionals (stdenv.isLinux && stdenv.isAarch64) [
# https://github.com/google/jaxopt/issues/577
"test_binary_logit_log_likelihood"
"test_solve_sparse"
"test_logreg_with_intercept_manual_loop3"
];
meta = with lib; {
homepage = "https://jaxopt.github.io";
description = "Hardware accelerated, batchable and differentiable optimizers in JAX";
changelog = "https://github.com/google/jaxopt/releases/tag/jaxopt-v${version}";
license = licenses.asl20;
maintainers = with maintainers; [ bcdarwin ];
};
}
|
