hist_gradient_boosting_extension_metadata = { '_gradient_boosting': {'sources': [cython_gen.process('_gradient_boosting.pyx')], 'dependencies': [openmp_dep]}, 'histogram': {'sources': [cython_gen.process('histogram.pyx')], 'dependencies': [openmp_dep]}, 'splitting': {'sources': [cython_gen.process('splitting.pyx')], 'dependencies': [openmp_dep]}, '_binning': {'sources': [cython_gen.process('_binning.pyx')], 'dependencies': [openmp_dep]}, '_predictor': {'sources': [cython_gen.process('_predictor.pyx')], 'dependencies': [openmp_dep]}, '_bitset': {'sources': [cython_gen.process('_bitset.pyx')]}, 'common': {'sources': [cython_gen.process('common.pyx')]}, } foreach ext_name, ext_dict : hist_gradient_boosting_extension_metadata py.extension_module( ext_name, ext_dict.get('sources'), dependencies: ext_dict.get('dependencies', []), subdir: 'sklearn/ensemble/_hist_gradient_boosting', install: true ) endforeach