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33 changes: 33 additions & 0 deletions easybuild/easyconfigs/t/tigramite/tigramite-5.2.8.2-foss-2023b.eb
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# Author: Stamen Miroslavov <stamen.miroslavov@bsc.es>
# Barcelona Supercomputing Center 2026

easyblock = 'PythonPackage'

name = 'tigramite'
version = '5.2.8.2'

homepage = 'https://github.com/jakobrunge/tigramite'
description = """Tigramite is a causal inference for time series python package. It allows to
efficiently estimate causal graphs from high-dimensional time series datasets (causal discovery)
and to use graphs for robust forecasting and the estimation and prediction of direct, total, and
mediated effects. Causal discovery is based on linear as well as non-parametric conditional
independence tests applicable to discrete or continuously-valued time series. Also includes
functions for high-quality plots of the results."""

toolchain = {'name': 'foss', 'version': '2023b'}

sources = [SOURCE_TAR_GZ]
checksums = ['bfc28bbb94fbff0306b8cdd0c9d4bac3fa9d34cfacf4c0ad94b405343797019e']

dependencies = [
('Python', '3.11.5'),
('Python-bundle-PyPI', '2023.10'),
('matplotlib', '3.8.2'),
('SciPy-bundle', '2023.11'),
('numba', '0.60.0'),
('scikit-learn', '1.4.0'),
('networkx', '3.2.1'),
('Seaborn', '0.13.2'),
]

moduleclass = 'math'
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