pyrox.dev
1{ lib
2, fetchFromGitHub
3, buildPythonPackage
4, numpy
5, scipy
6, torch
7, autograd
8, matplotlib
9, pytestCheckHook
10}:
11
12buildPythonPackage rec {
13 pname = "pymanopt";
14 version = "2.2.0";
15 format = "setuptools";
16
17 src = fetchFromGitHub {
18 owner = pname;
19 repo = pname;
20 rev = "refs/tags/${version}";
21 hash = "sha256-pDFRYhswcuAHG9pcqvzXIy3Ivhxe5R5Ric7AFRh7MK4=";
22 };
23
24 propagatedBuildInputs = [ numpy scipy torch ];
25 nativeCheckInputs = [ autograd matplotlib pytestCheckHook ];
26
27 preCheck = ''
28 substituteInPlace "tests/conftest.py" \
29 --replace "import tensorflow as tf" ""
30 substituteInPlace "tests/conftest.py" \
31 --replace "tf.random.set_seed(seed)" ""
32 '';
33
34 disabledTestPaths = [
35 "tests/test_examples.py"
36 "tests/backends/test_tensorflow.py"
37 "tests/test_problem.py"
38 ];
39
40 pythonImportsCheck = [ "pymanopt" ];
41
42 meta = {
43 description = "Python toolbox for optimization on Riemannian manifolds with support for automatic differentiation";
44 homepage = "https://www.pymanopt.org/";
45 license = lib.licenses.bsd3;
46 maintainers = with lib.maintainers; [ yl3dy ];
47 broken = lib.versionAtLeast scipy.version "1.10.0";
48 };
49}