pkgs/development/python-modules/botorch/default.nix


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

{
  lib,
  buildPythonPackage,
  fetchFromGitHub,
  gpytorch,
  linear-operator,
  multipledispatch,
  pyro-ppl,
  setuptools,
  setuptools-scm,
  wheel,
  torch,
  scipy,
  pytestCheckHook,
}:

buildPythonPackage rec {
  pname = "botorch";
  version = "0.11.1";
  format = "pyproject";

  src = fetchFromGitHub {
    owner = "pytorch";
    repo = pname;
    rev = "refs/tags/v${version}";
    hash = "sha256-YX/G46U09y/VZuWZhKY8zU0Y+bf0NKumzSGYUWvrq/0=";
  };

  nativeBuildInputs = [
    setuptools
    setuptools-scm
    wheel
  ];

  propagatedBuildInputs = [
    gpytorch
    linear-operator
    multipledispatch
    pyro-ppl
    scipy
    torch
  ];

  pythonRelaxDeps = [ "linear-operator" ];

  checkInputs = [ pytestCheckHook ];
  pythonImportsCheck = [ "botorch" ];

  meta = with lib; {
    description = "Bayesian Optimization in PyTorch";
    homepage = "https://botorch.org";
    license = licenses.mit;
    maintainers = with maintainers; [ veprbl ];
  };
}