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{
lib,
buildPythonPackage,
fetchFromGitHub,
# build-system
setuptools,
# dependencies
jinja2,
numpy,
scikit-learn,
scipy,
# tests
anywidget,
igraph,
ipywidgets,
matplotlib,
networkx,
plotly,
pytestCheckHook,
}:
buildPythonPackage rec {
pname = "kmapper";
version = "2.1.0";
pyproject = true;
src = fetchFromGitHub {
owner = "scikit-tda";
repo = "kepler-mapper";
tag = "v${version}";
hash = "sha256-i909J0yI8v8BqGbCkcjBAdA02Io+qpILdDkojZj0wv4=";
};
build-system = [ setuptools ];
dependencies = [
jinja2
numpy
scikit-learn
scipy
];
pythonImportsCheck = [ "kmapper" ];
nativeCheckInputs = [
anywidget
igraph
ipywidgets
matplotlib
networkx
plotly
pytestCheckHook
];
meta = {
description = "Python implementation of Mapper algorithm for Topological Data Analysis";
homepage = "https://kepler-mapper.scikit-tda.org/";
changelog = "https://github.com/scikit-tda/kepler-mapper/releases/tag/v${version}";
license = lib.licenses.mit;
maintainers = [ ];
};
}
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