pyrox.dev
1{
2 lib,
3 buildPythonPackage,
4 fetchFromGitHub,
5 setuptools,
6 scikit-learn,
7 numpy,
8 scipy,
9 jinja2,
10 pytestCheckHook,
11 networkx,
12 matplotlib,
13 igraph,
14 plotly,
15 ipywidgets,
16}:
17
18buildPythonPackage rec {
19 pname = "kmapper";
20 version = "2.1.0";
21 pyproject = true;
22
23 src = fetchFromGitHub {
24 owner = "scikit-tda";
25 repo = "kepler-mapper";
26 tag = "v${version}";
27 hash = "sha256-i909J0yI8v8BqGbCkcjBAdA02Io+qpILdDkojZj0wv4=";
28 };
29
30 build-system = [ setuptools ];
31
32 dependencies = [
33 scikit-learn
34 numpy
35 scipy
36 jinja2
37 ];
38
39 pythonImportsCheck = [ "kmapper" ];
40
41 nativeCheckInputs = [
42 pytestCheckHook
43 networkx
44 matplotlib
45 igraph
46 plotly
47 ipywidgets
48 ];
49
50 meta = with lib; {
51 description = "Python implementation of Mapper algorithm for Topological Data Analysis";
52 homepage = "https://kepler-mapper.scikit-tda.org/";
53 license = licenses.mit;
54 maintainers = [ ];
55 };
56}