python310Packages.nianet: init at 1.1.4 (#206400)

{ lib

, buildPythonPackage

, fetchFromGitHub

, matplotlib

, niapy

, numpy

, poetry-core

, pytestCheckHook

, pythonOlder

, scikit-learn

, toml-adapt

, torch

}:

buildPythonPackage rec {

  pname = "nianet";

  version = "1.1.4";

  format = "pyproject";

  disabled = pythonOlder "3.6";

  src = fetchFromGitHub {

    owner = "SasoPavlic";

    repo = pname;

    rev = "version_${version}";

    sha256 = "sha256-FZipl6Z9AfiL6WH0kvUn8bVxt8JLdDVlmTSqnyxe0nY=";

  };

  nativeBuildInputs = [

    toml-adapt

    poetry-core

  ];

  propagatedBuildInputs = [

    niapy

    numpy

    scikit-learn

    torch

  ];

  # create niapy and torch dep version consistent

  preBuild = ''

    toml-adapt -path pyproject.toml -a change -dep niapy -ver X

    toml-adapt -path pyproject.toml -a change -dep torch -ver X

  '';

  checkInputs = [

    pytestCheckHook

  ];

  pythonImportsCheck = [

    "nianet"

  ];

  meta = with lib; {

    description = "Designing and constructing neural network topologies using nature-inspired algorithms";

    homepage = "https://github.com/SasoPavlic/NiaNet";

    changelog = "https://github.com/SasoPavlic/NiaNet/releases/tag/v${version}";

    license = licenses.mit;

    maintainers = with maintainers; [ firefly-cpp ];

  };

}

  niaaml = callPackage ../development/python-modules/niaaml { };

  nianet = callPackage ../development/python-modules/nianet { };

  niaarm = callPackage ../development/python-modules/niaarm { };

  niapy = callPackage ../development/python-modules/niapy { };