2025-11-25T17:32:09,939 Created temporary directory: /tmp/pip-ephem-wheel-cache-gybuptoj 2025-11-25T17:32:09,941 Created temporary directory: /tmp/pip-build-tracker-gyj8c2yx 2025-11-25T17:32:09,941 Initialized build tracking at /tmp/pip-build-tracker-gyj8c2yx 2025-11-25T17:32:09,942 Created build tracker: /tmp/pip-build-tracker-gyj8c2yx 2025-11-25T17:32:09,942 Entered build tracker: /tmp/pip-build-tracker-gyj8c2yx 2025-11-25T17:32:09,943 Created temporary directory: /tmp/pip-wheel-gmjshbr2 2025-11-25T17:32:09,946 DEPRECATION: --no-binary currently disables reading from the cache of locally built wheels. In the future --no-binary will not influence the wheel cache. pip 23.1 will enforce this behaviour change. A possible replacement is to use the --no-cache-dir option. You can use the flag --use-feature=no-binary-enable-wheel-cache to test the upcoming behaviour. Discussion can be found at https://github.com/pypa/pip/issues/11453 2025-11-25T17:32:09,948 Created temporary directory: /tmp/pip-ephem-wheel-cache-czglc__8 2025-11-25T17:32:09,971 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2025-11-25T17:32:09,974 2 location(s) to search for versions of imodels: 2025-11-25T17:32:09,974 * https://pypi.org/simple/imodels/ 2025-11-25T17:32:09,974 * https://www.piwheels.org/simple/imodels/ 2025-11-25T17:32:09,975 Fetching project page and analyzing links: https://pypi.org/simple/imodels/ 2025-11-25T17:32:09,976 Getting page https://pypi.org/simple/imodels/ 2025-11-25T17:32:09,977 Found index url https://pypi.org/simple 2025-11-25T17:32:10,188 Fetched page https://pypi.org/simple/imodels/ as application/vnd.pypi.simple.v1+json 2025-11-25T17:32:10,208 Skipping link: No binaries permitted for imodels: 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https://www.piwheels.org/simple/imodels/) 2025-11-25T17:32:10,511 Skipping link: not a file: https://www.piwheels.org/simple/imodels/ 2025-11-25T17:32:10,512 Skipping link: not a file: https://pypi.org/simple/imodels/ 2025-11-25T17:32:10,537 Given no hashes to check 1 links for project 'imodels': discarding no candidates 2025-11-25T17:32:10,555 Collecting imodels==2.0.4 2025-11-25T17:32:10,558 Created temporary directory: /tmp/pip-unpack-4gkoj8d4 2025-11-25T17:32:10,765 Downloading imodels-2.0.4.tar.gz (238 kB) 2025-11-25T17:32:11,406 Added imodels==2.0.4 from https://files.pythonhosted.org/packages/d3/32/e5a0f5df56bd4a82bce1e2f2b8c46cbc07e9a904cc125b24dcc67a8c3c23/imodels-2.0.4.tar.gz to build tracker '/tmp/pip-build-tracker-gyj8c2yx' 2025-11-25T17:32:11,414 Created temporary directory: /tmp/pip-build-env-yjpln7su 2025-11-25T17:32:11,421 Installing build dependencies: started 2025-11-25T17:32:11,423 Running command pip subprocess to install build dependencies 2025-11-25T17:32:12,575 Using pip 23.0.1 from /usr/lib/python3/dist-packages/pip (python 3.11) 2025-11-25T17:32:13,181 DEPRECATION: --no-binary currently disables reading from the cache of locally built wheels. In the future --no-binary will not influence the wheel cache. pip 23.1 will enforce this behaviour change. A possible replacement is to use the --no-cache-dir option. You can use the flag --use-feature=no-binary-enable-wheel-cache to test the upcoming behaviour. Discussion can be found at https://github.com/pypa/pip/issues/11453 2025-11-25T17:32:13,204 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2025-11-25T17:32:14,984 Collecting setuptools>=64 2025-11-25T17:32:15,100 Using cached https://www.piwheels.org/simple/setuptools/setuptools-80.9.0-py3-none-any.whl (1.2 MB) 2025-11-25T17:32:15,371 Collecting wheel 2025-11-25T17:32:15,387 Using cached https://www.piwheels.org/simple/wheel/wheel-0.45.1-py3-none-any.whl (72 kB) 2025-11-25T17:32:18,283 Installing collected packages: wheel, setuptools 2025-11-25T17:32:18,759 Creating /tmp/pip-build-env-yjpln7su/overlay/local/bin 2025-11-25T17:32:18,761 changing mode of /tmp/pip-build-env-yjpln7su/overlay/local/bin/wheel to 755 2025-11-25T17:32:22,411 Successfully installed setuptools-80.9.0 wheel-0.45.1 2025-11-25T17:32:22,683 Installing build dependencies: finished with status 'done' 2025-11-25T17:32:22,689 Getting requirements to build wheel: started 2025-11-25T17:32:22,690 Running command Getting requirements to build wheel 2025-11-25T17:32:23,300 /tmp/pip-build-env-yjpln7su/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2025-11-25T17:32:23,301 !! 2025-11-25T17:32:23,302 ******************************************************************************** 2025-11-25T17:32:23,302 Please use a simple string containing a SPDX expression for `project.license`. You can also use `project.license-files`. (Both options available on setuptools>=77.0.0). 2025-11-25T17:32:23,303 By 2026-Feb-18, you need to update your project and remove deprecated calls 2025-11-25T17:32:23,304 or your builds will no longer be supported. 2025-11-25T17:32:23,305 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-11-25T17:32:23,306 ******************************************************************************** 2025-11-25T17:32:23,307 !! 2025-11-25T17:32:23,308 corresp(dist, value, root_dir) 2025-11-25T17:32:23,388 /tmp/pip-build-env-yjpln7su/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-11-25T17:32:23,389 !! 2025-11-25T17:32:23,390 ******************************************************************************** 2025-11-25T17:32:23,390 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-11-25T17:32:23,391 License :: OSI Approved :: MIT License 2025-11-25T17:32:23,392 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-11-25T17:32:23,393 ******************************************************************************** 2025-11-25T17:32:23,394 !! 2025-11-25T17:32:23,395 dist._finalize_license_expression() 2025-11-25T17:32:23,395 /tmp/pip-build-env-yjpln7su/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:759: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-11-25T17:32:23,396 !! 2025-11-25T17:32:23,397 ******************************************************************************** 2025-11-25T17:32:23,397 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-11-25T17:32:23,399 License :: OSI Approved :: MIT License 2025-11-25T17:32:23,400 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-11-25T17:32:23,401 ******************************************************************************** 2025-11-25T17:32:23,402 !! 2025-11-25T17:32:23,402 self._finalize_license_expression() 2025-11-25T17:32:23,403 running egg_info 2025-11-25T17:32:23,409 writing imodels.egg-info/PKG-INFO 2025-11-25T17:32:23,416 writing dependency_links to imodels.egg-info/dependency_links.txt 2025-11-25T17:32:23,419 writing requirements to imodels.egg-info/requires.txt 2025-11-25T17:32:23,421 writing top-level names to imodels.egg-info/top_level.txt 2025-11-25T17:32:23,472 reading manifest file 'imodels.egg-info/SOURCES.txt' 2025-11-25T17:32:23,489 writing manifest file 'imodels.egg-info/SOURCES.txt' 2025-11-25T17:32:23,587 Getting requirements to build wheel: finished with status 'done' 2025-11-25T17:32:23,591 Created temporary directory: /tmp/pip-modern-metadata-hq8i7mgs 2025-11-25T17:32:23,593 Preparing metadata (pyproject.toml): started 2025-11-25T17:32:23,594 Running command Preparing metadata (pyproject.toml) 2025-11-25T17:32:24,158 /tmp/pip-build-env-yjpln7su/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2025-11-25T17:32:24,158 !! 2025-11-25T17:32:24,159 ******************************************************************************** 2025-11-25T17:32:24,160 Please use a simple string containing a SPDX expression for `project.license`. You can also use `project.license-files`. (Both options available on setuptools>=77.0.0). 2025-11-25T17:32:24,161 By 2026-Feb-18, you need to update your project and remove deprecated calls 2025-11-25T17:32:24,161 or your builds will no longer be supported. 2025-11-25T17:32:24,163 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-11-25T17:32:24,163 ******************************************************************************** 2025-11-25T17:32:24,165 !! 2025-11-25T17:32:24,165 corresp(dist, value, root_dir) 2025-11-25T17:32:24,244 /tmp/pip-build-env-yjpln7su/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-11-25T17:32:24,244 !! 2025-11-25T17:32:24,246 ******************************************************************************** 2025-11-25T17:32:24,246 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-11-25T17:32:24,248 License :: OSI Approved :: MIT License 2025-11-25T17:32:24,249 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-11-25T17:32:24,249 ******************************************************************************** 2025-11-25T17:32:24,250 !! 2025-11-25T17:32:24,251 dist._finalize_license_expression() 2025-11-25T17:32:24,251 /tmp/pip-build-env-yjpln7su/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:759: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-11-25T17:32:24,252 !! 2025-11-25T17:32:24,253 ******************************************************************************** 2025-11-25T17:32:24,254 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-11-25T17:32:24,255 License :: OSI Approved :: MIT License 2025-11-25T17:32:24,256 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-11-25T17:32:24,257 ******************************************************************************** 2025-11-25T17:32:24,258 !! 2025-11-25T17:32:24,259 self._finalize_license_expression() 2025-11-25T17:32:24,259 running dist_info 2025-11-25T17:32:24,270 creating /tmp/pip-modern-metadata-hq8i7mgs/imodels.egg-info 2025-11-25T17:32:24,271 writing /tmp/pip-modern-metadata-hq8i7mgs/imodels.egg-info/PKG-INFO 2025-11-25T17:32:24,278 writing dependency_links to /tmp/pip-modern-metadata-hq8i7mgs/imodels.egg-info/dependency_links.txt 2025-11-25T17:32:24,281 writing requirements to /tmp/pip-modern-metadata-hq8i7mgs/imodels.egg-info/requires.txt 2025-11-25T17:32:24,282 writing top-level names to /tmp/pip-modern-metadata-hq8i7mgs/imodels.egg-info/top_level.txt 2025-11-25T17:32:24,283 writing manifest file '/tmp/pip-modern-metadata-hq8i7mgs/imodels.egg-info/SOURCES.txt' 2025-11-25T17:32:24,327 reading manifest file '/tmp/pip-modern-metadata-hq8i7mgs/imodels.egg-info/SOURCES.txt' 2025-11-25T17:32:24,335 writing manifest file '/tmp/pip-modern-metadata-hq8i7mgs/imodels.egg-info/SOURCES.txt' 2025-11-25T17:32:24,337 creating '/tmp/pip-modern-metadata-hq8i7mgs/imodels-2.0.4.dist-info' 2025-11-25T17:32:24,460 Preparing metadata (pyproject.toml): finished with status 'done' 2025-11-25T17:32:24,466 Source in /tmp/pip-wheel-gmjshbr2/imodels_5e00c2d4045245c0ab3e66dac6b52131 has version 2.0.4, which satisfies requirement imodels==2.0.4 from https://files.pythonhosted.org/packages/d3/32/e5a0f5df56bd4a82bce1e2f2b8c46cbc07e9a904cc125b24dcc67a8c3c23/imodels-2.0.4.tar.gz 2025-11-25T17:32:24,467 Removed imodels==2.0.4 from https://files.pythonhosted.org/packages/d3/32/e5a0f5df56bd4a82bce1e2f2b8c46cbc07e9a904cc125b24dcc67a8c3c23/imodels-2.0.4.tar.gz from build tracker '/tmp/pip-build-tracker-gyj8c2yx' 2025-11-25T17:32:24,475 Created temporary directory: /tmp/pip-unpack-rdu4fszi 2025-11-25T17:32:24,475 Building wheels for collected packages: imodels 2025-11-25T17:32:24,479 Created temporary directory: /tmp/pip-wheel-pwzy944u 2025-11-25T17:32:24,480 Destination directory: /tmp/pip-wheel-pwzy944u 2025-11-25T17:32:24,482 Building wheel for imodels (pyproject.toml): started 2025-11-25T17:32:24,483 Running command Building wheel for imodels (pyproject.toml) 2025-11-25T17:32:25,040 /tmp/pip-build-env-yjpln7su/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2025-11-25T17:32:25,040 !! 2025-11-25T17:32:25,043 ******************************************************************************** 2025-11-25T17:32:25,043 Please use a simple string containing a SPDX expression for `project.license`. You can also use `project.license-files`. (Both options available on setuptools>=77.0.0). 2025-11-25T17:32:25,045 By 2026-Feb-18, you need to update your project and remove deprecated calls 2025-11-25T17:32:25,045 or your builds will no longer be supported. 2025-11-25T17:32:25,047 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-11-25T17:32:25,047 ******************************************************************************** 2025-11-25T17:32:25,048 !! 2025-11-25T17:32:25,049 corresp(dist, value, root_dir) 2025-11-25T17:32:25,118 /tmp/pip-build-env-yjpln7su/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-11-25T17:32:25,119 !! 2025-11-25T17:32:25,120 ******************************************************************************** 2025-11-25T17:32:25,120 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-11-25T17:32:25,121 License :: OSI Approved :: MIT License 2025-11-25T17:32:25,123 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-11-25T17:32:25,124 ******************************************************************************** 2025-11-25T17:32:25,125 !! 2025-11-25T17:32:25,126 dist._finalize_license_expression() 2025-11-25T17:32:25,126 /tmp/pip-build-env-yjpln7su/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:759: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2025-11-25T17:32:25,127 !! 2025-11-25T17:32:25,128 ******************************************************************************** 2025-11-25T17:32:25,129 Please consider removing the following classifiers in favor of a SPDX license expression: 2025-11-25T17:32:25,130 License :: OSI Approved :: MIT License 2025-11-25T17:32:25,131 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2025-11-25T17:32:25,131 ******************************************************************************** 2025-11-25T17:32:25,132 !! 2025-11-25T17:32:25,132 self._finalize_license_expression() 2025-11-25T17:32:25,133 running bdist_wheel 2025-11-25T17:32:25,148 running build 2025-11-25T17:32:25,148 running build_py 2025-11-25T17:32:25,155 creating build/lib/imodels 2025-11-25T17:32:25,157 copying imodels/__init__.py -> build/lib/imodels 2025-11-25T17:32:25,160 creating build/lib/imodels/algebraic 2025-11-25T17:32:25,161 copying imodels/algebraic/__init__.py -> build/lib/imodels/algebraic 2025-11-25T17:32:25,163 copying imodels/algebraic/tree_gam_minimal.py -> build/lib/imodels/algebraic 2025-11-25T17:32:25,166 copying imodels/algebraic/gam_shap.py -> build/lib/imodels/algebraic 2025-11-25T17:32:25,168 copying imodels/algebraic/slim.py -> build/lib/imodels/algebraic 2025-11-25T17:32:25,171 copying imodels/algebraic/ridge_multi_utils.py -> build/lib/imodels/algebraic 2025-11-25T17:32:25,173 copying imodels/algebraic/gam_multitask.py -> build/lib/imodels/algebraic 2025-11-25T17:32:25,175 copying imodels/algebraic/ridge_multi.py -> build/lib/imodels/algebraic 2025-11-25T17:32:25,178 copying imodels/algebraic/tree_gam.py -> build/lib/imodels/algebraic 2025-11-25T17:32:25,180 copying imodels/algebraic/marginal_shrinkage_linear_model.py -> build/lib/imodels/algebraic 2025-11-25T17:32:25,183 creating build/lib/imodels/rule_list 2025-11-25T17:32:25,185 copying imodels/rule_list/__init__.py -> build/lib/imodels/rule_list 2025-11-25T17:32:25,187 copying imodels/rule_list/greedy_rule_list.py -> build/lib/imodels/rule_list 2025-11-25T17:32:25,189 copying imodels/rule_list/one_r.py -> build/lib/imodels/rule_list 2025-11-25T17:32:25,191 copying imodels/rule_list/rule_list.py -> build/lib/imodels/rule_list 2025-11-25T17:32:25,193 creating build/lib/imodels/tree 2025-11-25T17:32:25,195 copying imodels/tree/__init__.py -> build/lib/imodels/tree 2025-11-25T17:32:25,196 copying imodels/tree/cart_ccp.py -> build/lib/imodels/tree 2025-11-25T17:32:25,199 copying imodels/tree/viz_utils.py -> build/lib/imodels/tree 2025-11-25T17:32:25,201 copying imodels/tree/cart_wrapper.py -> build/lib/imodels/tree 2025-11-25T17:32:25,204 copying imodels/tree/figs.py -> build/lib/imodels/tree 2025-11-25T17:32:25,207 copying imodels/tree/hierarchical_shrinkage.py -> build/lib/imodels/tree 2025-11-25T17:32:25,210 copying imodels/tree/tao.py -> build/lib/imodels/tree 2025-11-25T17:32:25,212 copying imodels/tree/custom_greedy_tree.py -> build/lib/imodels/tree 2025-11-25T17:32:25,215 creating build/lib/imodels/clustering 2025-11-25T17:32:25,216 copying imodels/clustering/__init__.py -> build/lib/imodels/clustering 2025-11-25T17:32:25,218 copying imodels/clustering/stableclustering.py -> build/lib/imodels/clustering 2025-11-25T17:32:25,221 creating build/lib/imodels/experimental 2025-11-25T17:32:25,222 copying imodels/experimental/__init__.py -> build/lib/imodels/experimental 2025-11-25T17:32:25,224 copying imodels/experimental/stableskope.py -> build/lib/imodels/experimental 2025-11-25T17:32:25,226 copying imodels/experimental/figs_shrinkage.py -> build/lib/imodels/experimental 2025-11-25T17:32:25,228 copying imodels/experimental/util.py -> build/lib/imodels/experimental 2025-11-25T17:32:25,230 copying imodels/experimental/tree_gam_simple.py -> build/lib/imodels/experimental 2025-11-25T17:32:25,233 copying imodels/experimental/stablelinear.py -> build/lib/imodels/experimental 2025-11-25T17:32:25,235 copying imodels/experimental/figs_ensembles.py -> build/lib/imodels/experimental 2025-11-25T17:32:25,237 copying imodels/experimental/corels_wrapper.py -> build/lib/imodels/experimental 2025-11-25T17:32:25,240 creating build/lib/imodels/importance 2025-11-25T17:32:25,241 copying imodels/importance/block_transformers_ys.py -> build/lib/imodels/importance 2025-11-25T17:32:25,244 copying imodels/importance/local_stumps.py -> build/lib/imodels/importance 2025-11-25T17:32:25,246 copying imodels/importance/__init__.py -> build/lib/imodels/importance 2025-11-25T17:32:25,248 copying imodels/importance/block_transformers.py -> build/lib/imodels/importance 2025-11-25T17:32:25,251 copying imodels/importance/ranking_stability.py -> build/lib/imodels/importance 2025-11-25T17:32:25,253 copying imodels/importance/mdi_plus.py -> build/lib/imodels/importance 2025-11-25T17:32:25,256 copying imodels/importance/ppms.py -> build/lib/imodels/importance 2025-11-25T17:32:25,258 copying imodels/importance/rf_plus.py -> build/lib/imodels/importance 2025-11-25T17:32:25,262 creating build/lib/imodels/util 2025-11-25T17:32:25,263 copying imodels/util/score.py -> build/lib/imodels/util 2025-11-25T17:32:25,265 copying imodels/util/__init__.py -> build/lib/imodels/util 2025-11-25T17:32:25,267 copying imodels/util/automl.py -> build/lib/imodels/util 2025-11-25T17:32:25,269 copying imodels/util/tree_interaction_utils.py -> build/lib/imodels/util 2025-11-25T17:32:25,271 copying imodels/util/explain_errors.py -> build/lib/imodels/util 2025-11-25T17:32:25,273 copying imodels/util/prune.py -> build/lib/imodels/util 2025-11-25T17:32:25,275 copying imodels/util/extract.py -> build/lib/imodels/util 2025-11-25T17:32:25,277 copying imodels/util/checks.py -> build/lib/imodels/util 2025-11-25T17:32:25,279 copying imodels/util/arguments.py -> build/lib/imodels/util 2025-11-25T17:32:25,281 copying imodels/util/metrics.py -> build/lib/imodels/util 2025-11-25T17:32:25,283 copying imodels/util/distillation.py -> build/lib/imodels/util 2025-11-25T17:32:25,285 copying imodels/util/convert.py -> build/lib/imodels/util 2025-11-25T17:32:25,288 copying imodels/util/rule.py -> build/lib/imodels/util 2025-11-25T17:32:25,290 copying imodels/util/neural_nets.py -> build/lib/imodels/util 2025-11-25T17:32:25,292 copying imodels/util/ensemble.py -> build/lib/imodels/util 2025-11-25T17:32:25,295 copying imodels/util/tree.py -> build/lib/imodels/util 2025-11-25T17:32:25,297 copying imodels/util/data_util.py -> build/lib/imodels/util 2025-11-25T17:32:25,300 copying imodels/util/transforms.py -> build/lib/imodels/util 2025-11-25T17:32:25,302 creating build/lib/imodels/discretization 2025-11-25T17:32:25,304 copying imodels/discretization/mdlp.py -> build/lib/imodels/discretization 2025-11-25T17:32:25,306 copying imodels/discretization/__init__.py -> build/lib/imodels/discretization 2025-11-25T17:32:25,308 copying imodels/discretization/simple.py -> build/lib/imodels/discretization 2025-11-25T17:32:25,310 copying imodels/discretization/discretizer.py -> build/lib/imodels/discretization 2025-11-25T17:32:25,314 creating build/lib/imodels/rule_set 2025-11-25T17:32:25,315 copying imodels/rule_set/fplasso.py -> build/lib/imodels/rule_set 2025-11-25T17:32:25,317 copying imodels/rule_set/slipper_util.py -> build/lib/imodels/rule_set 2025-11-25T17:32:25,320 copying imodels/rule_set/slipper.py -> build/lib/imodels/rule_set 2025-11-25T17:32:25,322 copying imodels/rule_set/fpskope.py -> build/lib/imodels/rule_set 2025-11-25T17:32:25,324 copying imodels/rule_set/__init__.py -> build/lib/imodels/rule_set 2025-11-25T17:32:25,326 copying imodels/rule_set/brs.py -> build/lib/imodels/rule_set 2025-11-25T17:32:25,329 copying imodels/rule_set/rule_set.py -> build/lib/imodels/rule_set 2025-11-25T17:32:25,331 copying imodels/rule_set/rule_fit.py -> build/lib/imodels/rule_set 2025-11-25T17:32:25,334 copying imodels/rule_set/boosted_rules.py -> build/lib/imodels/rule_set 2025-11-25T17:32:25,336 copying imodels/rule_set/skope_rules.py -> build/lib/imodels/rule_set 2025-11-25T17:32:25,339 creating build/lib/imodels/rule_list/bayesian_rule_list 2025-11-25T17:32:25,340 copying imodels/rule_list/bayesian_rule_list/__init__.py -> build/lib/imodels/rule_list/bayesian_rule_list 2025-11-25T17:32:25,343 copying imodels/rule_list/bayesian_rule_list/bayesian_rule_list.py -> build/lib/imodels/rule_list/bayesian_rule_list 2025-11-25T17:32:25,345 copying imodels/rule_list/bayesian_rule_list/brl_util.py -> build/lib/imodels/rule_list/bayesian_rule_list 2025-11-25T17:32:25,348 creating build/lib/imodels/tree/iterative_random_forest 2025-11-25T17:32:25,349 copying imodels/tree/iterative_random_forest/__init__.py -> build/lib/imodels/tree/iterative_random_forest 2025-11-25T17:32:25,351 copying imodels/tree/iterative_random_forest/iterative_random_forest.py -> build/lib/imodels/tree/iterative_random_forest 2025-11-25T17:32:25,354 creating build/lib/imodels/tree/c45_tree 2025-11-25T17:32:25,355 copying imodels/tree/c45_tree/__init__.py -> build/lib/imodels/tree/c45_tree 2025-11-25T17:32:25,356 copying imodels/tree/c45_tree/c45_utils.py -> build/lib/imodels/tree/c45_tree 2025-11-25T17:32:25,358 copying imodels/tree/c45_tree/c45_tree.py -> build/lib/imodels/tree/c45_tree 2025-11-25T17:32:25,361 creating build/lib/imodels/tree/rf_plus 2025-11-25T17:32:25,362 copying imodels/tree/rf_plus/__init__.py -> build/lib/imodels/tree/rf_plus 2025-11-25T17:32:25,365 creating build/lib/imodels/tree/gosdt 2025-11-25T17:32:25,366 copying imodels/tree/gosdt/pygosdt.py -> build/lib/imodels/tree/gosdt 2025-11-25T17:32:25,368 copying imodels/tree/gosdt/__init__.py -> build/lib/imodels/tree/gosdt 2025-11-25T17:32:25,370 copying imodels/tree/gosdt/pygosdt_helper.py -> build/lib/imodels/tree/gosdt 2025-11-25T17:32:25,372 copying imodels/tree/gosdt/pygosdt_shrinkage.py -> build/lib/imodels/tree/gosdt 2025-11-25T17:32:25,375 creating build/lib/imodels/tree/rf_plus/data_transformations 2025-11-25T17:32:25,376 copying imodels/tree/rf_plus/data_transformations/local_stumps.py -> build/lib/imodels/tree/rf_plus/data_transformations 2025-11-25T17:32:25,379 copying imodels/tree/rf_plus/data_transformations/block_transformers.py -> build/lib/imodels/tree/rf_plus/data_transformations 2025-11-25T17:32:25,382 creating build/lib/imodels/tree/rf_plus/rf_plus 2025-11-25T17:32:25,383 copying imodels/tree/rf_plus/rf_plus/rf_plus_utils.py -> build/lib/imodels/tree/rf_plus/rf_plus 2025-11-25T17:32:25,385 copying imodels/tree/rf_plus/rf_plus/rf_plus_models.py -> build/lib/imodels/tree/rf_plus/rf_plus 2025-11-25T17:32:25,389 creating build/lib/imodels/tree/rf_plus/feature_importance 2025-11-25T17:32:25,390 copying imodels/tree/rf_plus/feature_importance/rfplus_explainer.py -> build/lib/imodels/tree/rf_plus/feature_importance 2025-11-25T17:32:25,393 creating build/lib/imodels/tree/rf_plus/feature_importance/ppms 2025-11-25T17:32:25,394 copying imodels/tree/rf_plus/feature_importance/ppms/ppms.py -> build/lib/imodels/tree/rf_plus/feature_importance/ppms 2025-11-25T17:32:25,397 creating build/lib/imodels/experimental/bartpy 2025-11-25T17:32:25,398 copying imodels/experimental/bartpy/__init__.py -> build/lib/imodels/experimental/bartpy 2025-11-25T17:32:25,400 copying imodels/experimental/bartpy/sigma.py -> build/lib/imodels/experimental/bartpy 2025-11-25T17:32:25,402 copying imodels/experimental/bartpy/sklearnmodel.py -> build/lib/imodels/experimental/bartpy 2025-11-25T17:32:25,405 copying imodels/experimental/bartpy/errors.py -> build/lib/imodels/experimental/bartpy 2025-11-25T17:32:25,407 copying imodels/experimental/bartpy/mutation.py -> build/lib/imodels/experimental/bartpy 2025-11-25T17:32:25,409 copying imodels/experimental/bartpy/data.py -> build/lib/imodels/experimental/bartpy 2025-11-25T17:32:25,411 copying imodels/experimental/bartpy/plotting.py -> build/lib/imodels/experimental/bartpy 2025-11-25T17:32:25,413 copying imodels/experimental/bartpy/split.py -> build/lib/imodels/experimental/bartpy 2025-11-25T17:32:25,415 copying imodels/experimental/bartpy/trace.py -> build/lib/imodels/experimental/bartpy 2025-11-25T17:32:25,417 copying imodels/experimental/bartpy/runner.py -> build/lib/imodels/experimental/bartpy 2025-11-25T17:32:25,419 copying imodels/experimental/bartpy/model.py -> build/lib/imodels/experimental/bartpy 2025-11-25T17:32:25,421 copying imodels/experimental/bartpy/splitcondition.py -> build/lib/imodels/experimental/bartpy 2025-11-25T17:32:25,423 copying imodels/experimental/bartpy/tree.py -> build/lib/imodels/experimental/bartpy 2025-11-25T17:32:25,425 copying imodels/experimental/bartpy/node.py -> build/lib/imodels/experimental/bartpy 2025-11-25T17:32:25,428 creating build/lib/imodels/experimental/bartpy/initializers 2025-11-25T17:32:25,429 copying imodels/experimental/bartpy/initializers/sklearntreeinitializer.py -> build/lib/imodels/experimental/bartpy/initializers 2025-11-25T17:32:25,432 copying imodels/experimental/bartpy/initializers/__init__.py -> build/lib/imodels/experimental/bartpy/initializers 2025-11-25T17:32:25,433 copying imodels/experimental/bartpy/initializers/initializer.py -> build/lib/imodels/experimental/bartpy/initializers 2025-11-25T17:32:25,436 creating build/lib/imodels/experimental/bartpy/samplers 2025-11-25T17:32:25,437 copying imodels/experimental/bartpy/samplers/schedule.py -> build/lib/imodels/experimental/bartpy/samplers 2025-11-25T17:32:25,439 copying imodels/experimental/bartpy/samplers/__init__.py -> build/lib/imodels/experimental/bartpy/samplers 2025-11-25T17:32:25,441 copying imodels/experimental/bartpy/samplers/sigma.py -> build/lib/imodels/experimental/bartpy/samplers 2025-11-25T17:32:25,443 copying imodels/experimental/bartpy/samplers/leafnode.py -> build/lib/imodels/experimental/bartpy/samplers 2025-11-25T17:32:25,445 copying imodels/experimental/bartpy/samplers/scalar.py -> build/lib/imodels/experimental/bartpy/samplers 2025-11-25T17:32:25,447 copying imodels/experimental/bartpy/samplers/sampler.py -> build/lib/imodels/experimental/bartpy/samplers 2025-11-25T17:32:25,449 copying imodels/experimental/bartpy/samplers/treemutation.py -> build/lib/imodels/experimental/bartpy/samplers 2025-11-25T17:32:25,451 copying imodels/experimental/bartpy/samplers/modelsampler.py -> build/lib/imodels/experimental/bartpy/samplers 2025-11-25T17:32:25,454 creating build/lib/imodels/experimental/bartpy/features 2025-11-25T17:32:25,455 copying imodels/experimental/bartpy/features/featureselection.py -> build/lib/imodels/experimental/bartpy/features 2025-11-25T17:32:25,457 copying imodels/experimental/bartpy/features/__init__.py -> build/lib/imodels/experimental/bartpy/features 2025-11-25T17:32:25,458 copying imodels/experimental/bartpy/features/featureimportance.py -> build/lib/imodels/experimental/bartpy/features 2025-11-25T17:32:25,461 creating build/lib/imodels/experimental/bartpy/extensions 2025-11-25T17:32:25,462 copying imodels/experimental/bartpy/extensions/__init__.py -> build/lib/imodels/experimental/bartpy/extensions 2025-11-25T17:32:25,464 copying imodels/experimental/bartpy/extensions/ols.py -> build/lib/imodels/experimental/bartpy/extensions 2025-11-25T17:32:25,466 copying imodels/experimental/bartpy/extensions/baseestimator.py -> build/lib/imodels/experimental/bartpy/extensions 2025-11-25T17:32:25,468 creating build/lib/imodels/experimental/bartpy/diagnostics 2025-11-25T17:32:25,469 copying imodels/experimental/bartpy/diagnostics/residuals.py -> build/lib/imodels/experimental/bartpy/diagnostics 2025-11-25T17:32:25,471 copying imodels/experimental/bartpy/diagnostics/__init__.py -> build/lib/imodels/experimental/bartpy/diagnostics 2025-11-25T17:32:25,473 copying imodels/experimental/bartpy/diagnostics/sigma.py -> build/lib/imodels/experimental/bartpy/diagnostics 2025-11-25T17:32:25,475 copying imodels/experimental/bartpy/diagnostics/sampling.py -> build/lib/imodels/experimental/bartpy/diagnostics 2025-11-25T17:32:25,477 copying imodels/experimental/bartpy/diagnostics/diagnostics.py -> build/lib/imodels/experimental/bartpy/diagnostics 2025-11-25T17:32:25,479 copying imodels/experimental/bartpy/diagnostics/trees.py -> build/lib/imodels/experimental/bartpy/diagnostics 2025-11-25T17:32:25,481 copying imodels/experimental/bartpy/diagnostics/motivation.py -> build/lib/imodels/experimental/bartpy/diagnostics 2025-11-25T17:32:25,483 copying imodels/experimental/bartpy/diagnostics/features.py -> build/lib/imodels/experimental/bartpy/diagnostics 2025-11-25T17:32:25,486 creating build/lib/imodels/experimental/bartpy/samplers/oblivioustrees 2025-11-25T17:32:25,487 copying imodels/experimental/bartpy/samplers/oblivioustrees/proposer.py -> build/lib/imodels/experimental/bartpy/samplers/oblivioustrees 2025-11-25T17:32:25,489 copying imodels/experimental/bartpy/samplers/oblivioustrees/__init__.py -> build/lib/imodels/experimental/bartpy/samplers/oblivioustrees 2025-11-25T17:32:25,490 copying imodels/experimental/bartpy/samplers/oblivioustrees/likelihoodratio.py -> build/lib/imodels/experimental/bartpy/samplers/oblivioustrees 2025-11-25T17:32:25,493 copying imodels/experimental/bartpy/samplers/oblivioustrees/treemutation.py -> build/lib/imodels/experimental/bartpy/samplers/oblivioustrees 2025-11-25T17:32:25,495 creating build/lib/imodels/experimental/bartpy/samplers/unconstrainedtree 2025-11-25T17:32:25,496 copying imodels/experimental/bartpy/samplers/unconstrainedtree/proposer.py -> build/lib/imodels/experimental/bartpy/samplers/unconstrainedtree 2025-11-25T17:32:25,498 copying imodels/experimental/bartpy/samplers/unconstrainedtree/__init__.py -> build/lib/imodels/experimental/bartpy/samplers/unconstrainedtree 2025-11-25T17:32:25,500 copying imodels/experimental/bartpy/samplers/unconstrainedtree/likelihoodratio.py -> build/lib/imodels/experimental/bartpy/samplers/unconstrainedtree 2025-11-25T17:32:25,503 copying imodels/experimental/bartpy/samplers/unconstrainedtree/treemutation.py -> build/lib/imodels/experimental/bartpy/samplers/unconstrainedtree 2025-11-25T17:32:25,504 running egg_info 2025-11-25T17:32:25,516 writing imodels.egg-info/PKG-INFO 2025-11-25T17:32:25,523 writing dependency_links to imodels.egg-info/dependency_links.txt 2025-11-25T17:32:25,526 writing requirements to imodels.egg-info/requires.txt 2025-11-25T17:32:25,527 writing top-level names to imodels.egg-info/top_level.txt 2025-11-25T17:32:25,559 reading manifest file 'imodels.egg-info/SOURCES.txt' 2025-11-25T17:32:25,576 writing manifest file 'imodels.egg-info/SOURCES.txt' 2025-11-25T17:32:25,614 installing to build/bdist.linux-armv7l/wheel 2025-11-25T17:32:25,615 running install 2025-11-25T17:32:25,638 running install_lib 2025-11-25T17:32:25,644 creating build/bdist.linux-armv7l/wheel 2025-11-25T17:32:25,646 creating build/bdist.linux-armv7l/wheel/imodels 2025-11-25T17:32:25,648 creating build/bdist.linux-armv7l/wheel/imodels/algebraic 2025-11-25T17:32:25,649 copying build/lib/imodels/algebraic/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels/algebraic 2025-11-25T17:32:25,651 copying build/lib/imodels/algebraic/tree_gam_minimal.py -> build/bdist.linux-armv7l/wheel/./imodels/algebraic 2025-11-25T17:32:25,654 copying build/lib/imodels/algebraic/gam_shap.py -> build/bdist.linux-armv7l/wheel/./imodels/algebraic 2025-11-25T17:32:25,656 copying build/lib/imodels/algebraic/slim.py -> build/bdist.linux-armv7l/wheel/./imodels/algebraic 2025-11-25T17:32:25,659 copying build/lib/imodels/algebraic/ridge_multi_utils.py -> build/bdist.linux-armv7l/wheel/./imodels/algebraic 2025-11-25T17:32:25,661 copying build/lib/imodels/algebraic/gam_multitask.py -> build/bdist.linux-armv7l/wheel/./imodels/algebraic 2025-11-25T17:32:25,664 copying build/lib/imodels/algebraic/ridge_multi.py -> build/bdist.linux-armv7l/wheel/./imodels/algebraic 2025-11-25T17:32:25,667 copying build/lib/imodels/algebraic/tree_gam.py -> build/bdist.linux-armv7l/wheel/./imodels/algebraic 2025-11-25T17:32:25,670 copying build/lib/imodels/algebraic/marginal_shrinkage_linear_model.py -> build/bdist.linux-armv7l/wheel/./imodels/algebraic 2025-11-25T17:32:25,672 copying build/lib/imodels/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels 2025-11-25T17:32:25,675 creating build/bdist.linux-armv7l/wheel/imodels/rule_list 2025-11-25T17:32:25,676 copying build/lib/imodels/rule_list/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels/rule_list 2025-11-25T17:32:25,678 copying build/lib/imodels/rule_list/greedy_rule_list.py -> build/bdist.linux-armv7l/wheel/./imodels/rule_list 2025-11-25T17:32:25,680 copying build/lib/imodels/rule_list/one_r.py -> build/bdist.linux-armv7l/wheel/./imodels/rule_list 2025-11-25T17:32:25,683 creating build/bdist.linux-armv7l/wheel/imodels/rule_list/bayesian_rule_list 2025-11-25T17:32:25,684 copying build/lib/imodels/rule_list/bayesian_rule_list/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels/rule_list/bayesian_rule_list 2025-11-25T17:32:25,686 copying build/lib/imodels/rule_list/bayesian_rule_list/bayesian_rule_list.py -> build/bdist.linux-armv7l/wheel/./imodels/rule_list/bayesian_rule_list 2025-11-25T17:32:25,689 copying build/lib/imodels/rule_list/bayesian_rule_list/brl_util.py -> build/bdist.linux-armv7l/wheel/./imodels/rule_list/bayesian_rule_list 2025-11-25T17:32:25,692 copying build/lib/imodels/rule_list/rule_list.py -> build/bdist.linux-armv7l/wheel/./imodels/rule_list 2025-11-25T17:32:25,694 creating build/bdist.linux-armv7l/wheel/imodels/tree 2025-11-25T17:32:25,696 creating build/bdist.linux-armv7l/wheel/imodels/tree/iterative_random_forest 2025-11-25T17:32:25,697 copying build/lib/imodels/tree/iterative_random_forest/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels/tree/iterative_random_forest 2025-11-25T17:32:25,699 copying build/lib/imodels/tree/iterative_random_forest/iterative_random_forest.py -> build/bdist.linux-armv7l/wheel/./imodels/tree/iterative_random_forest 2025-11-25T17:32:25,702 creating build/bdist.linux-armv7l/wheel/imodels/tree/c45_tree 2025-11-25T17:32:25,703 copying build/lib/imodels/tree/c45_tree/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels/tree/c45_tree 2025-11-25T17:32:25,705 copying build/lib/imodels/tree/c45_tree/c45_utils.py -> build/bdist.linux-armv7l/wheel/./imodels/tree/c45_tree 2025-11-25T17:32:25,707 copying build/lib/imodels/tree/c45_tree/c45_tree.py -> build/bdist.linux-armv7l/wheel/./imodels/tree/c45_tree 2025-11-25T17:32:25,710 copying build/lib/imodels/tree/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels/tree 2025-11-25T17:32:25,712 creating build/bdist.linux-armv7l/wheel/imodels/tree/rf_plus 2025-11-25T17:32:25,713 copying build/lib/imodels/tree/rf_plus/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels/tree/rf_plus 2025-11-25T17:32:25,716 creating build/bdist.linux-armv7l/wheel/imodels/tree/rf_plus/data_transformations 2025-11-25T17:32:25,717 copying build/lib/imodels/tree/rf_plus/data_transformations/local_stumps.py -> build/bdist.linux-armv7l/wheel/./imodels/tree/rf_plus/data_transformations 2025-11-25T17:32:25,719 copying build/lib/imodels/tree/rf_plus/data_transformations/block_transformers.py -> build/bdist.linux-armv7l/wheel/./imodels/tree/rf_plus/data_transformations 2025-11-25T17:32:25,723 creating build/bdist.linux-armv7l/wheel/imodels/tree/rf_plus/rf_plus 2025-11-25T17:32:25,724 copying build/lib/imodels/tree/rf_plus/rf_plus/rf_plus_utils.py -> build/bdist.linux-armv7l/wheel/./imodels/tree/rf_plus/rf_plus 2025-11-25T17:32:25,726 copying build/lib/imodels/tree/rf_plus/rf_plus/rf_plus_models.py -> build/bdist.linux-armv7l/wheel/./imodels/tree/rf_plus/rf_plus 2025-11-25T17:32:25,730 creating build/bdist.linux-armv7l/wheel/imodels/tree/rf_plus/feature_importance 2025-11-25T17:32:25,731 copying build/lib/imodels/tree/rf_plus/feature_importance/rfplus_explainer.py -> build/bdist.linux-armv7l/wheel/./imodels/tree/rf_plus/feature_importance 2025-11-25T17:32:25,734 creating build/bdist.linux-armv7l/wheel/imodels/tree/rf_plus/feature_importance/ppms 2025-11-25T17:32:25,735 copying build/lib/imodels/tree/rf_plus/feature_importance/ppms/ppms.py -> build/bdist.linux-armv7l/wheel/./imodels/tree/rf_plus/feature_importance/ppms 2025-11-25T17:32:25,738 copying build/lib/imodels/tree/cart_ccp.py -> build/bdist.linux-armv7l/wheel/./imodels/tree 2025-11-25T17:32:25,741 copying build/lib/imodels/tree/viz_utils.py -> build/bdist.linux-armv7l/wheel/./imodels/tree 2025-11-25T17:32:25,743 copying build/lib/imodels/tree/cart_wrapper.py -> build/bdist.linux-armv7l/wheel/./imodels/tree 2025-11-25T17:32:25,746 copying build/lib/imodels/tree/figs.py -> build/bdist.linux-armv7l/wheel/./imodels/tree 2025-11-25T17:32:25,749 copying build/lib/imodels/tree/hierarchical_shrinkage.py -> build/bdist.linux-armv7l/wheel/./imodels/tree 2025-11-25T17:32:25,752 copying build/lib/imodels/tree/tao.py -> build/bdist.linux-armv7l/wheel/./imodels/tree 2025-11-25T17:32:25,755 copying build/lib/imodels/tree/custom_greedy_tree.py -> build/bdist.linux-armv7l/wheel/./imodels/tree 2025-11-25T17:32:25,759 creating build/bdist.linux-armv7l/wheel/imodels/tree/gosdt 2025-11-25T17:32:25,760 copying build/lib/imodels/tree/gosdt/pygosdt.py -> build/bdist.linux-armv7l/wheel/./imodels/tree/gosdt 2025-11-25T17:32:25,763 copying build/lib/imodels/tree/gosdt/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels/tree/gosdt 2025-11-25T17:32:25,765 copying build/lib/imodels/tree/gosdt/pygosdt_helper.py -> build/bdist.linux-armv7l/wheel/./imodels/tree/gosdt 2025-11-25T17:32:25,768 copying build/lib/imodels/tree/gosdt/pygosdt_shrinkage.py -> build/bdist.linux-armv7l/wheel/./imodels/tree/gosdt 2025-11-25T17:32:25,771 creating build/bdist.linux-armv7l/wheel/imodels/clustering 2025-11-25T17:32:25,773 copying build/lib/imodels/clustering/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels/clustering 2025-11-25T17:32:25,775 copying build/lib/imodels/clustering/stableclustering.py -> build/bdist.linux-armv7l/wheel/./imodels/clustering 2025-11-25T17:32:25,778 creating build/bdist.linux-armv7l/wheel/imodels/experimental 2025-11-25T17:32:25,779 copying build/lib/imodels/experimental/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental 2025-11-25T17:32:25,781 copying build/lib/imodels/experimental/stableskope.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental 2025-11-25T17:32:25,784 copying build/lib/imodels/experimental/figs_shrinkage.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental 2025-11-25T17:32:25,787 creating build/bdist.linux-armv7l/wheel/imodels/experimental/bartpy 2025-11-25T17:32:25,788 creating build/bdist.linux-armv7l/wheel/imodels/experimental/bartpy/initializers 2025-11-25T17:32:25,790 copying build/lib/imodels/experimental/bartpy/initializers/sklearntreeinitializer.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/initializers 2025-11-25T17:32:25,793 copying build/lib/imodels/experimental/bartpy/initializers/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/initializers 2025-11-25T17:32:25,795 copying build/lib/imodels/experimental/bartpy/initializers/initializer.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/initializers 2025-11-25T17:32:25,797 copying build/lib/imodels/experimental/bartpy/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy 2025-11-25T17:32:25,799 copying build/lib/imodels/experimental/bartpy/sigma.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy 2025-11-25T17:32:25,802 copying build/lib/imodels/experimental/bartpy/sklearnmodel.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy 2025-11-25T17:32:25,805 creating build/bdist.linux-armv7l/wheel/imodels/experimental/bartpy/samplers 2025-11-25T17:32:25,807 copying build/lib/imodels/experimental/bartpy/samplers/schedule.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/samplers 2025-11-25T17:32:25,810 creating build/bdist.linux-armv7l/wheel/imodels/experimental/bartpy/samplers/oblivioustrees 2025-11-25T17:32:25,811 copying build/lib/imodels/experimental/bartpy/samplers/oblivioustrees/proposer.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/samplers/oblivioustrees 2025-11-25T17:32:25,814 copying build/lib/imodels/experimental/bartpy/samplers/oblivioustrees/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/samplers/oblivioustrees 2025-11-25T17:32:25,816 copying build/lib/imodels/experimental/bartpy/samplers/oblivioustrees/likelihoodratio.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/samplers/oblivioustrees 2025-11-25T17:32:25,818 copying build/lib/imodels/experimental/bartpy/samplers/oblivioustrees/treemutation.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/samplers/oblivioustrees 2025-11-25T17:32:25,821 copying build/lib/imodels/experimental/bartpy/samplers/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/samplers 2025-11-25T17:32:25,823 copying build/lib/imodels/experimental/bartpy/samplers/sigma.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/samplers 2025-11-25T17:32:25,825 copying build/lib/imodels/experimental/bartpy/samplers/leafnode.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/samplers 2025-11-25T17:32:25,827 copying build/lib/imodels/experimental/bartpy/samplers/scalar.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/samplers 2025-11-25T17:32:25,829 copying build/lib/imodels/experimental/bartpy/samplers/sampler.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/samplers 2025-11-25T17:32:25,832 copying build/lib/imodels/experimental/bartpy/samplers/treemutation.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/samplers 2025-11-25T17:32:25,834 copying build/lib/imodels/experimental/bartpy/samplers/modelsampler.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/samplers 2025-11-25T17:32:25,837 creating build/bdist.linux-armv7l/wheel/imodels/experimental/bartpy/samplers/unconstrainedtree 2025-11-25T17:32:25,839 copying build/lib/imodels/experimental/bartpy/samplers/unconstrainedtree/proposer.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/samplers/unconstrainedtree 2025-11-25T17:32:25,841 copying build/lib/imodels/experimental/bartpy/samplers/unconstrainedtree/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/samplers/unconstrainedtree 2025-11-25T17:32:25,843 copying build/lib/imodels/experimental/bartpy/samplers/unconstrainedtree/likelihoodratio.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/samplers/unconstrainedtree 2025-11-25T17:32:25,846 copying build/lib/imodels/experimental/bartpy/samplers/unconstrainedtree/treemutation.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/samplers/unconstrainedtree 2025-11-25T17:32:25,848 copying build/lib/imodels/experimental/bartpy/errors.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy 2025-11-25T17:32:25,850 copying build/lib/imodels/experimental/bartpy/mutation.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy 2025-11-25T17:32:25,853 copying build/lib/imodels/experimental/bartpy/data.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy 2025-11-25T17:32:25,856 creating build/bdist.linux-armv7l/wheel/imodels/experimental/bartpy/features 2025-11-25T17:32:25,857 copying build/lib/imodels/experimental/bartpy/features/featureselection.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/features 2025-11-25T17:32:25,860 copying build/lib/imodels/experimental/bartpy/features/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/features 2025-11-25T17:32:25,862 copying build/lib/imodels/experimental/bartpy/features/featureimportance.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/features 2025-11-25T17:32:25,864 copying build/lib/imodels/experimental/bartpy/plotting.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy 2025-11-25T17:32:25,867 creating build/bdist.linux-armv7l/wheel/imodels/experimental/bartpy/extensions 2025-11-25T17:32:25,868 copying build/lib/imodels/experimental/bartpy/extensions/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/extensions 2025-11-25T17:32:25,870 copying build/lib/imodels/experimental/bartpy/extensions/ols.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/extensions 2025-11-25T17:32:25,873 copying build/lib/imodels/experimental/bartpy/extensions/baseestimator.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/extensions 2025-11-25T17:32:25,875 copying build/lib/imodels/experimental/bartpy/split.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy 2025-11-25T17:32:25,877 creating build/bdist.linux-armv7l/wheel/imodels/experimental/bartpy/diagnostics 2025-11-25T17:32:25,879 copying build/lib/imodels/experimental/bartpy/diagnostics/residuals.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/diagnostics 2025-11-25T17:32:25,881 copying build/lib/imodels/experimental/bartpy/diagnostics/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/diagnostics 2025-11-25T17:32:25,883 copying build/lib/imodels/experimental/bartpy/diagnostics/sigma.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/diagnostics 2025-11-25T17:32:25,885 copying build/lib/imodels/experimental/bartpy/diagnostics/sampling.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/diagnostics 2025-11-25T17:32:25,887 copying build/lib/imodels/experimental/bartpy/diagnostics/diagnostics.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/diagnostics 2025-11-25T17:32:25,889 copying build/lib/imodels/experimental/bartpy/diagnostics/trees.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/diagnostics 2025-11-25T17:32:25,892 copying build/lib/imodels/experimental/bartpy/diagnostics/motivation.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/diagnostics 2025-11-25T17:32:25,894 copying build/lib/imodels/experimental/bartpy/diagnostics/features.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/diagnostics 2025-11-25T17:32:25,897 copying build/lib/imodels/experimental/bartpy/trace.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy 2025-11-25T17:32:25,899 copying build/lib/imodels/experimental/bartpy/runner.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy 2025-11-25T17:32:25,902 copying build/lib/imodels/experimental/bartpy/model.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy 2025-11-25T17:32:25,905 copying build/lib/imodels/experimental/bartpy/splitcondition.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy 2025-11-25T17:32:25,907 copying build/lib/imodels/experimental/bartpy/tree.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy 2025-11-25T17:32:25,910 copying build/lib/imodels/experimental/bartpy/node.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy 2025-11-25T17:32:25,912 copying build/lib/imodels/experimental/util.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental 2025-11-25T17:32:25,914 copying build/lib/imodels/experimental/tree_gam_simple.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental 2025-11-25T17:32:25,917 copying build/lib/imodels/experimental/stablelinear.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental 2025-11-25T17:32:25,919 copying build/lib/imodels/experimental/figs_ensembles.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental 2025-11-25T17:32:25,923 copying build/lib/imodels/experimental/corels_wrapper.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental 2025-11-25T17:32:25,926 creating build/bdist.linux-armv7l/wheel/imodels/importance 2025-11-25T17:32:25,927 copying build/lib/imodels/importance/block_transformers_ys.py -> build/bdist.linux-armv7l/wheel/./imodels/importance 2025-11-25T17:32:25,930 copying build/lib/imodels/importance/local_stumps.py -> build/bdist.linux-armv7l/wheel/./imodels/importance 2025-11-25T17:32:25,933 copying build/lib/imodels/importance/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels/importance 2025-11-25T17:32:25,936 copying build/lib/imodels/importance/block_transformers.py -> build/bdist.linux-armv7l/wheel/./imodels/importance 2025-11-25T17:32:25,938 copying build/lib/imodels/importance/ranking_stability.py -> build/bdist.linux-armv7l/wheel/./imodels/importance 2025-11-25T17:32:25,941 copying build/lib/imodels/importance/mdi_plus.py -> build/bdist.linux-armv7l/wheel/./imodels/importance 2025-11-25T17:32:25,944 copying build/lib/imodels/importance/ppms.py -> build/bdist.linux-armv7l/wheel/./imodels/importance 2025-11-25T17:32:25,947 copying build/lib/imodels/importance/rf_plus.py -> build/bdist.linux-armv7l/wheel/./imodels/importance 2025-11-25T17:32:25,950 creating build/bdist.linux-armv7l/wheel/imodels/util 2025-11-25T17:32:25,952 copying build/lib/imodels/util/score.py -> build/bdist.linux-armv7l/wheel/./imodels/util 2025-11-25T17:32:25,954 copying build/lib/imodels/util/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels/util 2025-11-25T17:32:25,956 copying build/lib/imodels/util/automl.py -> build/bdist.linux-armv7l/wheel/./imodels/util 2025-11-25T17:32:25,959 copying build/lib/imodels/util/tree_interaction_utils.py -> build/bdist.linux-armv7l/wheel/./imodels/util 2025-11-25T17:32:25,961 copying build/lib/imodels/util/explain_errors.py -> build/bdist.linux-armv7l/wheel/./imodels/util 2025-11-25T17:32:25,964 copying build/lib/imodels/util/prune.py -> build/bdist.linux-armv7l/wheel/./imodels/util 2025-11-25T17:32:25,966 copying build/lib/imodels/util/extract.py -> build/bdist.linux-armv7l/wheel/./imodels/util 2025-11-25T17:32:25,969 copying build/lib/imodels/util/checks.py -> build/bdist.linux-armv7l/wheel/./imodels/util 2025-11-25T17:32:25,971 copying build/lib/imodels/util/arguments.py -> build/bdist.linux-armv7l/wheel/./imodels/util 2025-11-25T17:32:25,973 copying build/lib/imodels/util/metrics.py -> build/bdist.linux-armv7l/wheel/./imodels/util 2025-11-25T17:32:25,975 copying build/lib/imodels/util/distillation.py -> build/bdist.linux-armv7l/wheel/./imodels/util 2025-11-25T17:32:25,978 copying build/lib/imodels/util/convert.py -> build/bdist.linux-armv7l/wheel/./imodels/util 2025-11-25T17:32:25,980 copying build/lib/imodels/util/rule.py -> build/bdist.linux-armv7l/wheel/./imodels/util 2025-11-25T17:32:25,983 copying build/lib/imodels/util/neural_nets.py -> build/bdist.linux-armv7l/wheel/./imodels/util 2025-11-25T17:32:25,986 copying build/lib/imodels/util/ensemble.py -> build/bdist.linux-armv7l/wheel/./imodels/util 2025-11-25T17:32:25,988 copying build/lib/imodels/util/tree.py -> build/bdist.linux-armv7l/wheel/./imodels/util 2025-11-25T17:32:25,991 copying build/lib/imodels/util/data_util.py -> build/bdist.linux-armv7l/wheel/./imodels/util 2025-11-25T17:32:25,994 copying build/lib/imodels/util/transforms.py -> build/bdist.linux-armv7l/wheel/./imodels/util 2025-11-25T17:32:25,997 creating build/bdist.linux-armv7l/wheel/imodels/discretization 2025-11-25T17:32:25,998 copying build/lib/imodels/discretization/mdlp.py -> build/bdist.linux-armv7l/wheel/./imodels/discretization 2025-11-25T17:32:26,002 copying build/lib/imodels/discretization/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels/discretization 2025-11-25T17:32:26,004 copying build/lib/imodels/discretization/simple.py -> build/bdist.linux-armv7l/wheel/./imodels/discretization 2025-11-25T17:32:26,007 copying build/lib/imodels/discretization/discretizer.py -> build/bdist.linux-armv7l/wheel/./imodels/discretization 2025-11-25T17:32:26,010 creating build/bdist.linux-armv7l/wheel/imodels/rule_set 2025-11-25T17:32:26,012 copying build/lib/imodels/rule_set/fplasso.py -> build/bdist.linux-armv7l/wheel/./imodels/rule_set 2025-11-25T17:32:26,014 copying build/lib/imodels/rule_set/slipper_util.py -> build/bdist.linux-armv7l/wheel/./imodels/rule_set 2025-11-25T17:32:26,017 copying build/lib/imodels/rule_set/slipper.py -> build/bdist.linux-armv7l/wheel/./imodels/rule_set 2025-11-25T17:32:26,019 copying build/lib/imodels/rule_set/fpskope.py -> build/bdist.linux-armv7l/wheel/./imodels/rule_set 2025-11-25T17:32:26,022 copying build/lib/imodels/rule_set/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels/rule_set 2025-11-25T17:32:26,024 copying build/lib/imodels/rule_set/brs.py -> build/bdist.linux-armv7l/wheel/./imodels/rule_set 2025-11-25T17:32:26,027 copying build/lib/imodels/rule_set/rule_set.py -> build/bdist.linux-armv7l/wheel/./imodels/rule_set 2025-11-25T17:32:26,029 copying build/lib/imodels/rule_set/rule_fit.py -> build/bdist.linux-armv7l/wheel/./imodels/rule_set 2025-11-25T17:32:26,032 copying build/lib/imodels/rule_set/boosted_rules.py -> build/bdist.linux-armv7l/wheel/./imodels/rule_set 2025-11-25T17:32:26,034 copying build/lib/imodels/rule_set/skope_rules.py -> build/bdist.linux-armv7l/wheel/./imodels/rule_set 2025-11-25T17:32:26,037 running install_egg_info 2025-11-25T17:32:26,043 Copying imodels.egg-info to build/bdist.linux-armv7l/wheel/./imodels-2.0.4-py3.11.egg-info 2025-11-25T17:32:26,055 running install_scripts 2025-11-25T17:32:26,064 creating build/bdist.linux-armv7l/wheel/imodels-2.0.4.dist-info/WHEEL 2025-11-25T17:32:26,066 creating '/tmp/pip-wheel-pwzy944u/.tmp-e9uh2osl/imodels-2.0.4-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2025-11-25T17:32:26,069 adding 'imodels/__init__.py' 2025-11-25T17:32:26,071 adding 'imodels/algebraic/__init__.py' 2025-11-25T17:32:26,073 adding 'imodels/algebraic/gam_multitask.py' 2025-11-25T17:32:26,075 adding 'imodels/algebraic/gam_shap.py' 2025-11-25T17:32:26,077 adding 'imodels/algebraic/marginal_shrinkage_linear_model.py' 2025-11-25T17:32:26,080 adding 'imodels/algebraic/ridge_multi.py' 2025-11-25T17:32:26,082 adding 'imodels/algebraic/ridge_multi_utils.py' 2025-11-25T17:32:26,084 adding 'imodels/algebraic/slim.py' 2025-11-25T17:32:26,086 adding 'imodels/algebraic/tree_gam.py' 2025-11-25T17:32:26,087 adding 'imodels/algebraic/tree_gam_minimal.py' 2025-11-25T17:32:26,089 adding 'imodels/clustering/__init__.py' 2025-11-25T17:32:26,091 adding 'imodels/clustering/stableclustering.py' 2025-11-25T17:32:26,092 adding 'imodels/discretization/__init__.py' 2025-11-25T17:32:26,096 adding 'imodels/discretization/discretizer.py' 2025-11-25T17:32:26,098 adding 'imodels/discretization/mdlp.py' 2025-11-25T17:32:26,100 adding 'imodels/discretization/simple.py' 2025-11-25T17:32:26,102 adding 'imodels/experimental/__init__.py' 2025-11-25T17:32:26,104 adding 'imodels/experimental/corels_wrapper.py' 2025-11-25T17:32:26,107 adding 'imodels/experimental/figs_ensembles.py' 2025-11-25T17:32:26,108 adding 'imodels/experimental/figs_shrinkage.py' 2025-11-25T17:32:26,110 adding 'imodels/experimental/stablelinear.py' 2025-11-25T17:32:26,111 adding 'imodels/experimental/stableskope.py' 2025-11-25T17:32:26,113 adding 'imodels/experimental/tree_gam_simple.py' 2025-11-25T17:32:26,114 adding 'imodels/experimental/util.py' 2025-11-25T17:32:26,116 adding 'imodels/experimental/bartpy/__init__.py' 2025-11-25T17:32:26,118 adding 'imodels/experimental/bartpy/data.py' 2025-11-25T17:32:26,119 adding 'imodels/experimental/bartpy/errors.py' 2025-11-25T17:32:26,120 adding 'imodels/experimental/bartpy/model.py' 2025-11-25T17:32:26,122 adding 'imodels/experimental/bartpy/mutation.py' 2025-11-25T17:32:26,123 adding 'imodels/experimental/bartpy/node.py' 2025-11-25T17:32:26,124 adding 'imodels/experimental/bartpy/plotting.py' 2025-11-25T17:32:26,126 adding 'imodels/experimental/bartpy/runner.py' 2025-11-25T17:32:26,127 adding 'imodels/experimental/bartpy/sigma.py' 2025-11-25T17:32:26,130 adding 'imodels/experimental/bartpy/sklearnmodel.py' 2025-11-25T17:32:26,132 adding 'imodels/experimental/bartpy/split.py' 2025-11-25T17:32:26,133 adding 'imodels/experimental/bartpy/splitcondition.py' 2025-11-25T17:32:26,134 adding 'imodels/experimental/bartpy/trace.py' 2025-11-25T17:32:26,136 adding 'imodels/experimental/bartpy/tree.py' 2025-11-25T17:32:26,137 adding 'imodels/experimental/bartpy/diagnostics/__init__.py' 2025-11-25T17:32:26,139 adding 'imodels/experimental/bartpy/diagnostics/diagnostics.py' 2025-11-25T17:32:26,140 adding 'imodels/experimental/bartpy/diagnostics/features.py' 2025-11-25T17:32:26,142 adding 'imodels/experimental/bartpy/diagnostics/motivation.py' 2025-11-25T17:32:26,143 adding 'imodels/experimental/bartpy/diagnostics/residuals.py' 2025-11-25T17:32:26,145 adding 'imodels/experimental/bartpy/diagnostics/sampling.py' 2025-11-25T17:32:26,146 adding 'imodels/experimental/bartpy/diagnostics/sigma.py' 2025-11-25T17:32:26,147 adding 'imodels/experimental/bartpy/diagnostics/trees.py' 2025-11-25T17:32:26,148 adding 'imodels/experimental/bartpy/extensions/__init__.py' 2025-11-25T17:32:26,150 adding 'imodels/experimental/bartpy/extensions/baseestimator.py' 2025-11-25T17:32:26,151 adding 'imodels/experimental/bartpy/extensions/ols.py' 2025-11-25T17:32:26,152 adding 'imodels/experimental/bartpy/features/__init__.py' 2025-11-25T17:32:26,153 adding 'imodels/experimental/bartpy/features/featureimportance.py' 2025-11-25T17:32:26,155 adding 'imodels/experimental/bartpy/features/featureselection.py' 2025-11-25T17:32:26,156 adding 'imodels/experimental/bartpy/initializers/__init__.py' 2025-11-25T17:32:26,157 adding 'imodels/experimental/bartpy/initializers/initializer.py' 2025-11-25T17:32:26,159 adding 'imodels/experimental/bartpy/initializers/sklearntreeinitializer.py' 2025-11-25T17:32:26,160 adding 'imodels/experimental/bartpy/samplers/__init__.py' 2025-11-25T17:32:26,162 adding 'imodels/experimental/bartpy/samplers/leafnode.py' 2025-11-25T17:32:26,163 adding 'imodels/experimental/bartpy/samplers/modelsampler.py' 2025-11-25T17:32:26,164 adding 'imodels/experimental/bartpy/samplers/sampler.py' 2025-11-25T17:32:26,165 adding 'imodels/experimental/bartpy/samplers/scalar.py' 2025-11-25T17:32:26,166 adding 'imodels/experimental/bartpy/samplers/schedule.py' 2025-11-25T17:32:26,168 adding 'imodels/experimental/bartpy/samplers/sigma.py' 2025-11-25T17:32:26,169 adding 'imodels/experimental/bartpy/samplers/treemutation.py' 2025-11-25T17:32:26,171 adding 'imodels/experimental/bartpy/samplers/oblivioustrees/__init__.py' 2025-11-25T17:32:26,172 adding 'imodels/experimental/bartpy/samplers/oblivioustrees/likelihoodratio.py' 2025-11-25T17:32:26,174 adding 'imodels/experimental/bartpy/samplers/oblivioustrees/proposer.py' 2025-11-25T17:32:26,175 adding 'imodels/experimental/bartpy/samplers/oblivioustrees/treemutation.py' 2025-11-25T17:32:26,177 adding 'imodels/experimental/bartpy/samplers/unconstrainedtree/__init__.py' 2025-11-25T17:32:26,178 adding 'imodels/experimental/bartpy/samplers/unconstrainedtree/likelihoodratio.py' 2025-11-25T17:32:26,180 adding 'imodels/experimental/bartpy/samplers/unconstrainedtree/proposer.py' 2025-11-25T17:32:26,181 adding 'imodels/experimental/bartpy/samplers/unconstrainedtree/treemutation.py' 2025-11-25T17:32:26,183 adding 'imodels/importance/__init__.py' 2025-11-25T17:32:26,186 adding 'imodels/importance/block_transformers.py' 2025-11-25T17:32:26,188 adding 'imodels/importance/block_transformers_ys.py' 2025-11-25T17:32:26,190 adding 'imodels/importance/local_stumps.py' 2025-11-25T17:32:26,193 adding 'imodels/importance/mdi_plus.py' 2025-11-25T17:32:26,195 adding 'imodels/importance/ppms.py' 2025-11-25T17:32:26,197 adding 'imodels/importance/ranking_stability.py' 2025-11-25T17:32:26,200 adding 'imodels/importance/rf_plus.py' 2025-11-25T17:32:26,202 adding 'imodels/rule_list/__init__.py' 2025-11-25T17:32:26,204 adding 'imodels/rule_list/greedy_rule_list.py' 2025-11-25T17:32:26,205 adding 'imodels/rule_list/one_r.py' 2025-11-25T17:32:26,206 adding 'imodels/rule_list/rule_list.py' 2025-11-25T17:32:26,208 adding 'imodels/rule_list/bayesian_rule_list/__init__.py' 2025-11-25T17:32:26,210 adding 'imodels/rule_list/bayesian_rule_list/bayesian_rule_list.py' 2025-11-25T17:32:26,213 adding 'imodels/rule_list/bayesian_rule_list/brl_util.py' 2025-11-25T17:32:26,215 adding 'imodels/rule_set/__init__.py' 2025-11-25T17:32:26,217 adding 'imodels/rule_set/boosted_rules.py' 2025-11-25T17:32:26,220 adding 'imodels/rule_set/brs.py' 2025-11-25T17:32:26,221 adding 'imodels/rule_set/fplasso.py' 2025-11-25T17:32:26,222 adding 'imodels/rule_set/fpskope.py' 2025-11-25T17:32:26,224 adding 'imodels/rule_set/rule_fit.py' 2025-11-25T17:32:26,226 adding 'imodels/rule_set/rule_set.py' 2025-11-25T17:32:26,228 adding 'imodels/rule_set/skope_rules.py' 2025-11-25T17:32:26,230 adding 'imodels/rule_set/slipper.py' 2025-11-25T17:32:26,231 adding 'imodels/rule_set/slipper_util.py' 2025-11-25T17:32:26,233 adding 'imodels/tree/__init__.py' 2025-11-25T17:32:26,235 adding 'imodels/tree/cart_ccp.py' 2025-11-25T17:32:26,236 adding 'imodels/tree/cart_wrapper.py' 2025-11-25T17:32:26,237 adding 'imodels/tree/custom_greedy_tree.py' 2025-11-25T17:32:26,241 adding 'imodels/tree/figs.py' 2025-11-25T17:32:26,244 adding 'imodels/tree/hierarchical_shrinkage.py' 2025-11-25T17:32:26,246 adding 'imodels/tree/tao.py' 2025-11-25T17:32:26,248 adding 'imodels/tree/viz_utils.py' 2025-11-25T17:32:26,250 adding 'imodels/tree/c45_tree/__init__.py' 2025-11-25T17:32:26,252 adding 'imodels/tree/c45_tree/c45_tree.py' 2025-11-25T17:32:26,253 adding 'imodels/tree/c45_tree/c45_utils.py' 2025-11-25T17:32:26,255 adding 'imodels/tree/gosdt/__init__.py' 2025-11-25T17:32:26,257 adding 'imodels/tree/gosdt/pygosdt.py' 2025-11-25T17:32:26,259 adding 'imodels/tree/gosdt/pygosdt_helper.py' 2025-11-25T17:32:26,260 adding 'imodels/tree/gosdt/pygosdt_shrinkage.py' 2025-11-25T17:32:26,262 adding 'imodels/tree/iterative_random_forest/__init__.py' 2025-11-25T17:32:26,263 adding 'imodels/tree/iterative_random_forest/iterative_random_forest.py' 2025-11-25T17:32:26,265 adding 'imodels/tree/rf_plus/__init__.py' 2025-11-25T17:32:26,268 adding 'imodels/tree/rf_plus/data_transformations/block_transformers.py' 2025-11-25T17:32:26,270 adding 'imodels/tree/rf_plus/data_transformations/local_stumps.py' 2025-11-25T17:32:26,272 adding 'imodels/tree/rf_plus/feature_importance/rfplus_explainer.py' 2025-11-25T17:32:26,274 adding 'imodels/tree/rf_plus/feature_importance/ppms/ppms.py' 2025-11-25T17:32:26,277 adding 'imodels/tree/rf_plus/rf_plus/rf_plus_models.py' 2025-11-25T17:32:26,279 adding 'imodels/tree/rf_plus/rf_plus/rf_plus_utils.py' 2025-11-25T17:32:26,281 adding 'imodels/util/__init__.py' 2025-11-25T17:32:26,282 adding 'imodels/util/arguments.py' 2025-11-25T17:32:26,284 adding 'imodels/util/automl.py' 2025-11-25T17:32:26,285 adding 'imodels/util/checks.py' 2025-11-25T17:32:26,286 adding 'imodels/util/convert.py' 2025-11-25T17:32:26,288 adding 'imodels/util/data_util.py' 2025-11-25T17:32:26,290 adding 'imodels/util/distillation.py' 2025-11-25T17:32:26,291 adding 'imodels/util/ensemble.py' 2025-11-25T17:32:26,293 adding 'imodels/util/explain_errors.py' 2025-11-25T17:32:26,294 adding 'imodels/util/extract.py' 2025-11-25T17:32:26,296 adding 'imodels/util/metrics.py' 2025-11-25T17:32:26,298 adding 'imodels/util/neural_nets.py' 2025-11-25T17:32:26,299 adding 'imodels/util/prune.py' 2025-11-25T17:32:26,301 adding 'imodels/util/rule.py' 2025-11-25T17:32:26,302 adding 'imodels/util/score.py' 2025-11-25T17:32:26,304 adding 'imodels/util/transforms.py' 2025-11-25T17:32:26,306 adding 'imodels/util/tree.py' 2025-11-25T17:32:26,307 adding 'imodels/util/tree_interaction_utils.py' 2025-11-25T17:32:26,311 adding 'imodels-2.0.4.dist-info/METADATA' 2025-11-25T17:32:26,313 adding 'imodels-2.0.4.dist-info/WHEEL' 2025-11-25T17:32:26,314 adding 'imodels-2.0.4.dist-info/top_level.txt' 2025-11-25T17:32:26,316 adding 'imodels-2.0.4.dist-info/RECORD' 2025-11-25T17:32:26,323 removing build/bdist.linux-armv7l/wheel 2025-11-25T17:32:26,463 Building wheel for imodels (pyproject.toml): finished with status 'done' 2025-11-25T17:32:26,475 Created wheel for imodels: filename=imodels-2.0.4-py3-none-any.whl size=274517 sha256=6413c132ac96278c5eb364e5de3e52b8429dcb0ec510566b04e0c2c0078661c6 2025-11-25T17:32:26,476 Stored in directory: /tmp/pip-ephem-wheel-cache-czglc__8/wheels/d4/67/34/f6e896dd911e679838c1b4d7f7b0c7c931b516ccafb726a02d 2025-11-25T17:32:26,495 Successfully built imodels 2025-11-25T17:32:26,508 Removed build tracker: '/tmp/pip-build-tracker-gyj8c2yx'