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{ lib
, buildPythonPackage
, fetchFromGitHub
, pythonOlder
, scikit-learn
, termcolor
, tqdm
, pandas
# test dependencies
, tensorflow
, torch
, datasets
, torchvision
, keras
, fasttext
}:
let
pname = "cleanlab";
version = "2.4.0";
in
buildPythonPackage {
inherit pname version;
format = "setuptools";
disabled = pythonOlder "3.8";
src = fetchFromGitHub {
owner = "cleanlab";
repo = pname;
rev = "v${version}";
hash = "sha256-XFrjjBJA0OQEAspnQQiSIW4td0USJDXTp9C/91mobp8=";
};
# postPatch = ''
# substituteInPlace pyproject.toml \
# --replace '"rich <= 13.0.1"' '"rich"' \
# --replace '"numpy < 1.24.0"' '"numpy"'
# '';
propagatedBuildInputs = [
scikit-learn
termcolor
tqdm
pandas
];
nativeCheckInputs = [
tensorflow
torch
datasets
torchvision
keras
fasttext
];
meta = with lib; {
description = "The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.";
homepage = "https://github.com/cleanlab/cleanlab";
changelog = "https://github.com/cleanlab/cleanlab/releases/tag/v${version}";
license = licenses.agpl3Only;
maintainers = with maintainers; [ happysalada ];
};
}
|