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
68
69
70
71
72
73
74
75
76
77
78
79
80
|
{
lib,
buildPythonPackage,
fetchFromGitHub,
# build-system
hatchling,
# dependencies
equinox,
jax,
jaxtyping,
lineax,
typing-extensions,
# tests
beartype,
jaxlib,
optax,
pytestCheckHook,
pytest-xdist,
}:
buildPythonPackage rec {
pname = "optimistix";
version = "0.0.11";
pyproject = true;
src = fetchFromGitHub {
owner = "patrick-kidger";
repo = "optimistix";
tag = "v${version}";
hash = "sha256-tTE/f1dYDpTmrqL1D7h7UyqT2gN9+Y1mNJZcjmdHtno=";
};
build-system = [ hatchling ];
dependencies = [
equinox
jax
jaxtyping
lineax
typing-extensions
];
pythonImportsCheck = [ "optimistix" ];
nativeCheckInputs = [
beartype
jaxlib
optax
pytestCheckHook
pytest-xdist
];
disabledTests = [
# assert Array(False, dtype=bool)
# + where Array(False, dtype=bool) = tree_allclose(Array(0.12993518, dtype=float64), Array(0., dtype=float64, weak_type=True), atol=0.0001, rtol=0.0001)
"test_least_squares"
];
disabledTestPaths = [
# Require circular dependency diffrax
"tests/test_compat.py"
"tests/test_fixed_point.py"
"tests/test_lbfgs_linear_operator.py"
"tests/test_least_squares.py"
"tests/test_minimise.py"
"tests/test_misc.py"
"tests/test_root_find.py"
];
meta = {
description = "Nonlinear optimisation (root-finding, least squares, ...) in JAX+Equinox";
homepage = "https://github.com/patrick-kidger/optimistix";
changelog = "https://github.com/patrick-kidger/optimistix/releases/tag/v${version}";
license = lib.licenses.asl20;
maintainers = with lib.maintainers; [ GaetanLepage ];
};
}
|
