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{
lib,
buildPythonPackage,
fetchFromGitHub,
# build-system
hatchling,
# dependencies
chex,
coveralls,
equinox,
jax,
jaxtyping,
optax,
scikit-learn,
tqdm,
# tests
pytestCheckHook,
}:
buildPythonPackage rec {
pname = "flowmc";
version = "0.4.1";
pyproject = true;
src = fetchFromGitHub {
owner = "kazewong";
repo = "flowMC";
tag = "flowMC-${version}";
hash = "sha256-ehmKXR01tT3H564ndjSwUoUuu2KmQCC6RwkB2nsk42E=";
};
build-system = [ hatchling ];
pythonRelaxDeps = [
"jax"
];
pythonRemoveDeps = [
# Not actual runtime dependencies
"pre-commit"
"pyright"
"pytest"
"ruff"
];
dependencies = [
chex
coveralls
equinox
jax
jaxtyping
optax
scikit-learn
tqdm
];
pythonImportsCheck = [ "flowMC" ];
nativeCheckInputs = [ pytestCheckHook ];
meta = {
description = "Normalizing-flow enhanced sampling package for probabilistic inference in Jax";
homepage = "https://github.com/kazewong/flowMC";
changelog = "https://github.com/kazewong/flowMC/releases/tag/flowMC-${version}";
license = lib.licenses.mit;
maintainers = with lib.maintainers; [ GaetanLepage ];
};
}
|
