64 lines
1.1 KiB
Nix
64 lines
1.1 KiB
Nix
{ lib
|
|
, buildPythonPackage
|
|
, pythonOlder
|
|
, fetchFromGitHub
|
|
, 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${version}";
|
|
hash = "sha256-T/BHSnuk3IRuLkBj3Hvb/tFIb7Au25jjQtvwL28OU1U=";
|
|
};
|
|
|
|
propagatedBuildInputs = [
|
|
absl-py
|
|
jax
|
|
jaxlib
|
|
matplotlib
|
|
numpy
|
|
scipy
|
|
];
|
|
|
|
nativeCheckInputs = [
|
|
pytest-xdist
|
|
pytestCheckHook
|
|
cvxpy
|
|
optax
|
|
scikit-learn
|
|
];
|
|
|
|
pythonImportsCheck = [
|
|
"jaxopt"
|
|
"jaxopt.implicit_diff"
|
|
"jaxopt.linear_solve"
|
|
"jaxopt.loss"
|
|
"jaxopt.tree_util"
|
|
];
|
|
|
|
meta = with lib; {
|
|
homepage = "https://jaxopt.github.io";
|
|
description = "Hardware accelerated, batchable and differentiable optimizers in JAX";
|
|
changelog = "https://github.com/google/jaxopt/releases/tag/jaxopt-v${version}";
|
|
license = licenses.asl20;
|
|
maintainers = with maintainers; [ bcdarwin ];
|
|
};
|
|
}
|