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{
lib,
buildPythonPackage,
fetchFromGitHub,
fsspec,
numpy,
poetry-core,
pytestCheckHook,
scikit-learn,
scipy,
torch,
tqdm,
typing-extensions,
}:
buildPythonPackage rec {
pname = "pytorch-tabnet";
version = "4.1.0";
pyproject = true;
src = fetchFromGitHub {
owner = "dreamquark-ai";
repo = "tabnet";
tag = "v${version}";
hash = "sha256-WyNGgAkNn5CaEuHWQ6Fjnvnrp+KONnxUQudd5ckvcsM=";
};
# Modernize poetry build setup
postPatch = ''
substituteInPlace pyproject.toml \
--replace-fail 'requires = ["poetry>=0.12"]' 'requires = ["poetry-core"]' \
--replace-fail 'build-backend = "poetry.masonry.api"' 'build-backend = "poetry.core.masonry.api"'
'';
build-system = [ poetry-core ];
dependencies = [
numpy
scikit-learn
scipy
torch
tqdm
typing-extensions
];
nativeCheckInputs = [
pytestCheckHook
fsspec
];
pythonImportsCheck = [ "pytorch_tabnet" ];
meta = {
description = "PyTorch implementation of TabNet";
homepage = "https://github.com/dreamquark-ai/tabnet";
changelog = "https://github.com/dreamquark-ai/tabnet/releases/tag/v${version}";
license = lib.licenses.mit;
maintainers = with lib.maintainers; [ jherland ];
};
}
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