1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
|
{ lib
, buildPythonPackage
, pythonOlder
, fetchFromGitHub
, pytestCheckHook
, absl-py
, cvxpy
, jax
, jaxlib
, matplotlib
, numpy
, optax
, scipy
, scikit-learn
}:
buildPythonPackage rec {
pname = "jaxopt";
version = "0.8.1";
format = "setuptools";
disabled = pythonOlder "3.8";
src = fetchFromGitHub {
owner = "google";
repo = pname;
rev = "refs/tags/${pname}-v${version}";
hash = "sha256-5+GfRFzXyc1Ukp86NeK0qstTq9fkx+eDb4iXvxzRoKs=";
};
propagatedBuildInputs = [
absl-py
jax
jaxlib
matplotlib
numpy
scipy
];
nativeCheckInputs = [
pytestCheckHook
cvxpy
optax
scikit-learn
];
pythonImportsCheck = [
"jaxopt"
"jaxopt.implicit_diff"
"jaxopt.linear_solve"
"jaxopt.loss"
"jaxopt.tree_util"
];
disabledTests = [
# Stack frame issue
"test_bisect"
];
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 ];
};
}
|