2026-02-11T14:43:20,306 Created temporary directory: /tmp/pip-ephem-wheel-cache-u7gk3yl2
2026-02-11T14:43:20,307 Created temporary directory: /tmp/pip-build-tracker-_qc1ztto
2026-02-11T14:43:20,308 Initialized build tracking at /tmp/pip-build-tracker-_qc1ztto
2026-02-11T14:43:20,308 Created build tracker: /tmp/pip-build-tracker-_qc1ztto
2026-02-11T14:43:20,309 Entered build tracker: /tmp/pip-build-tracker-_qc1ztto
2026-02-11T14:43:20,310 Created temporary directory: /tmp/pip-wheel-35nb92fp
2026-02-11T14:43:20,312 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
2026-02-11T14:43:20,315 Created temporary directory: /tmp/pip-ephem-wheel-cache-s9zgkjx8
2026-02-11T14:43:20,336 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple
2026-02-11T14:43:20,340 2 location(s) to search for versions of nalyst:
2026-02-11T14:43:20,340 * https://pypi.org/simple/nalyst/
2026-02-11T14:43:20,340 * https://www.piwheels.org/simple/nalyst/
2026-02-11T14:43:20,340 Fetching project page and analyzing links: https://pypi.org/simple/nalyst/
2026-02-11T14:43:20,341 Getting page https://pypi.org/simple/nalyst/
2026-02-11T14:43:20,342 Found index url https://pypi.org/simple
2026-02-11T14:43:20,625 Fetched page https://pypi.org/simple/nalyst/ as application/vnd.pypi.simple.v1+json
2026-02-11T14:43:20,627   Skipping link: No binaries permitted for nalyst: https://files.pythonhosted.org/packages/b7/8d/b7ebaf70d29d5ca5ad32f514acd1799a023151f93fa8ebb1dc28e2d741ab/nalyst-1.0.0-py3-none-any.whl (from https://pypi.org/simple/nalyst/) (requires-python:>=3.6)
2026-02-11T14:43:20,628   Found link https://files.pythonhosted.org/packages/2c/55/47bac2017ac628f9155461f990fd21ae758d9f5d2a127b1fc89963eafb20/nalyst-1.0.0.tar.gz (from https://pypi.org/simple/nalyst/) (requires-python:>=3.6), version: 1.0.0
2026-02-11T14:43:20,629   Skipping link: No binaries permitted for nalyst: https://files.pythonhosted.org/packages/b0/e4/db3579d238dafbc543eee08b4c6d564dfeb191a17be8aa38907175b2521e/nalyst-1.1.0-py3-none-any.whl (from https://pypi.org/simple/nalyst/) (requires-python:>=3.6)
2026-02-11T14:43:20,630   Found link https://files.pythonhosted.org/packages/35/b3/64e9ee5f0b8be877409f8efe480d82a96c202baf7d19a1ee843f67045459/nalyst-1.1.0.tar.gz (from https://pypi.org/simple/nalyst/) (requires-python:>=3.6), version: 1.1.0
2026-02-11T14:43:20,631   Skipping link: No binaries permitted for nalyst: https://files.pythonhosted.org/packages/69/a9/aa884a268e947d5391282dca247514ce12b046743621f7516ede543993da/nalyst-2.1.1-py3-none-any.whl (from https://pypi.org/simple/nalyst/) (requires-python:>=3.10)
2026-02-11T14:43:20,632   Found link https://files.pythonhosted.org/packages/65/ff/84a89f1b640473f4abc542c1aeefd61af6203aa18e6077493fd0007469a9/nalyst-2.1.1.tar.gz (from https://pypi.org/simple/nalyst/) (requires-python:>=3.10), version: 2.1.1
2026-02-11T14:43:20,632   Skipping link: No binaries permitted for nalyst: https://files.pythonhosted.org/packages/4c/7a/fb6a5134b32dbc2f02e6feca4f08655ffd1e1b2854d212097386d0e98133/nalyst-2.1.2-py3-none-any.whl (from https://pypi.org/simple/nalyst/) (requires-python:>=3.10)
2026-02-11T14:43:20,633   Found link https://files.pythonhosted.org/packages/18/47/ca4bc998a4dd1f500f8b52b4ffbecbda33c0796e28d5ceb3c17f42ce44c6/nalyst-2.1.2.tar.gz (from https://pypi.org/simple/nalyst/) (requires-python:>=3.10), version: 2.1.2
2026-02-11T14:43:20,634 Fetching project page and analyzing links: https://www.piwheels.org/simple/nalyst/
2026-02-11T14:43:20,635 Getting page https://www.piwheels.org/simple/nalyst/
2026-02-11T14:43:20,636 Found index url https://www.piwheels.org/simple
2026-02-11T14:43:20,795 Fetched page https://www.piwheels.org/simple/nalyst/ as text/html
2026-02-11T14:43:20,797   Skipping link: No binaries permitted for nalyst: https://archive1.piwheels.org/simple/nalyst/nalyst-1.1.0-py3-none-any.whl#sha256=84f57e91a15efd2231e4431d7d010b74829a0ca400c75d64efc828254f57222e (from https://www.piwheels.org/simple/nalyst/) (requires-python:>=3.6)
2026-02-11T14:43:20,797   Skipping link: No binaries permitted for nalyst: https://archive1.piwheels.org/simple/nalyst/nalyst-1.0.0-py3-none-any.whl#sha256=3b0f57b98c52658f3ec115daf3c6e095e07a767d332bd36b350d7605516bd229 (from https://www.piwheels.org/simple/nalyst/) (requires-python:>=3.6)
2026-02-11T14:43:20,798 Skipping link: not a file: https://www.piwheels.org/simple/nalyst/
2026-02-11T14:43:20,799 Skipping link: not a file: https://pypi.org/simple/nalyst/
2026-02-11T14:43:20,818 Given no hashes to check 1 links for project 'nalyst': discarding no candidates
2026-02-11T14:43:20,836 Collecting nalyst==2.1.1
2026-02-11T14:43:20,838   Created temporary directory: /tmp/pip-unpack-kgjv3ww2
2026-02-11T14:43:20,972   Downloading nalyst-2.1.1.tar.gz (329 kB)
2026-02-11T14:43:21,529   Added nalyst==2.1.1 from https://files.pythonhosted.org/packages/65/ff/84a89f1b640473f4abc542c1aeefd61af6203aa18e6077493fd0007469a9/nalyst-2.1.1.tar.gz to build tracker '/tmp/pip-build-tracker-_qc1ztto'
2026-02-11T14:43:21,535   Created temporary directory: /tmp/pip-build-env-89i3r4lh
2026-02-11T14:43:21,539   Installing build dependencies: started
2026-02-11T14:43:21,540   Running command pip subprocess to install build dependencies
2026-02-11T14:43:22,684   Using pip 23.0.1 from /usr/lib/python3/dist-packages/pip (python 3.11)
2026-02-11T14:43:23,268   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
2026-02-11T14:43:23,291   Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple
2026-02-11T14:43:25,037   Collecting setuptools>=61.0
2026-02-11T14:43:25,057     Using cached setuptools-82.0.0-py3-none-any.whl (1.0 MB)
2026-02-11T14:43:25,318   Collecting wheel
2026-02-11T14:43:25,333     Using cached https://www.piwheels.org/simple/wheel/wheel-0.46.3-py3-none-any.whl (30 kB)
2026-02-11T14:43:25,537   Collecting packaging>=24.0
2026-02-11T14:43:25,553     Using cached https://www.piwheels.org/simple/packaging/packaging-26.0-py3-none-any.whl (74 kB)
2026-02-11T14:43:28,541   Installing collected packages: setuptools, packaging, wheel
2026-02-11T14:43:32,016     Creating /tmp/pip-build-env-89i3r4lh/overlay/local/bin
2026-02-11T14:43:32,018     changing mode of /tmp/pip-build-env-89i3r4lh/overlay/local/bin/wheel to 755
2026-02-11T14:43:32,039   Successfully installed packaging-26.0 setuptools-82.0.0 wheel-0.46.3
2026-02-11T14:43:32,316   Installing build dependencies: finished with status 'done'
2026-02-11T14:43:32,322   Getting requirements to build wheel: started
2026-02-11T14:43:32,324   Running command Getting requirements to build wheel
2026-02-11T14:43:33,093   running egg_info
2026-02-11T14:43:33,099   writing nalyst.egg-info/PKG-INFO
2026-02-11T14:43:33,109   writing dependency_links to nalyst.egg-info/dependency_links.txt
2026-02-11T14:43:33,114   writing requirements to nalyst.egg-info/requires.txt
2026-02-11T14:43:33,115   writing top-level names to nalyst.egg-info/top_level.txt
2026-02-11T14:43:33,181   reading manifest file 'nalyst.egg-info/SOURCES.txt'
2026-02-11T14:43:33,193   adding license file 'LICENSE'
2026-02-11T14:43:33,203   writing manifest file 'nalyst.egg-info/SOURCES.txt'
2026-02-11T14:43:33,300   Getting requirements to build wheel: finished with status 'done'
2026-02-11T14:43:33,303   Created temporary directory: /tmp/pip-modern-metadata-rmky9epg
2026-02-11T14:43:33,305   Preparing metadata (pyproject.toml): started
2026-02-11T14:43:33,307   Running command Preparing metadata (pyproject.toml)
2026-02-11T14:43:33,955   running dist_info
2026-02-11T14:43:33,965   creating /tmp/pip-modern-metadata-rmky9epg/nalyst.egg-info
2026-02-11T14:43:33,966   writing /tmp/pip-modern-metadata-rmky9epg/nalyst.egg-info/PKG-INFO
2026-02-11T14:43:33,975   writing dependency_links to /tmp/pip-modern-metadata-rmky9epg/nalyst.egg-info/dependency_links.txt
2026-02-11T14:43:33,980   writing requirements to /tmp/pip-modern-metadata-rmky9epg/nalyst.egg-info/requires.txt
2026-02-11T14:43:33,981   writing top-level names to /tmp/pip-modern-metadata-rmky9epg/nalyst.egg-info/top_level.txt
2026-02-11T14:43:33,982   writing manifest file '/tmp/pip-modern-metadata-rmky9epg/nalyst.egg-info/SOURCES.txt'
2026-02-11T14:43:34,035   reading manifest file '/tmp/pip-modern-metadata-rmky9epg/nalyst.egg-info/SOURCES.txt'
2026-02-11T14:43:34,037   adding license file 'LICENSE'
2026-02-11T14:43:34,045   writing manifest file '/tmp/pip-modern-metadata-rmky9epg/nalyst.egg-info/SOURCES.txt'
2026-02-11T14:43:34,046   creating '/tmp/pip-modern-metadata-rmky9epg/nalyst-2.1.1.dist-info'
2026-02-11T14:43:34,166   Preparing metadata (pyproject.toml): finished with status 'done'
2026-02-11T14:43:34,172   Source in /tmp/pip-wheel-35nb92fp/nalyst_2aa3f436b8ba461793276fc431d67aef has version 2.1.1, which satisfies requirement nalyst==2.1.1 from https://files.pythonhosted.org/packages/65/ff/84a89f1b640473f4abc542c1aeefd61af6203aa18e6077493fd0007469a9/nalyst-2.1.1.tar.gz
2026-02-11T14:43:34,174   Removed nalyst==2.1.1 from https://files.pythonhosted.org/packages/65/ff/84a89f1b640473f4abc542c1aeefd61af6203aa18e6077493fd0007469a9/nalyst-2.1.1.tar.gz from build tracker '/tmp/pip-build-tracker-_qc1ztto'
2026-02-11T14:43:34,182 Created temporary directory: /tmp/pip-unpack-nzd1tfpi
2026-02-11T14:43:34,182 Building wheels for collected packages: nalyst
2026-02-11T14:43:34,187   Created temporary directory: /tmp/pip-wheel-6oq2vsw7
2026-02-11T14:43:34,187   Destination directory: /tmp/pip-wheel-6oq2vsw7
2026-02-11T14:43:34,190   Building wheel for nalyst (pyproject.toml): started
2026-02-11T14:43:34,191   Running command Building wheel for nalyst (pyproject.toml)
2026-02-11T14:43:34,822   running bdist_wheel
2026-02-11T14:43:34,839   running build
2026-02-11T14:43:34,840   running build_py
2026-02-11T14:43:34,846   creating build/lib/nalyst
2026-02-11T14:43:34,848   copying nalyst/exceptions.py -> build/lib/nalyst
2026-02-11T14:43:34,851   copying nalyst/__init__.py -> build/lib/nalyst
2026-02-11T14:43:34,854   creating build/lib/nalyst/survival
2026-02-11T14:43:34,855   copying nalyst/survival/tests.py -> build/lib/nalyst/survival
2026-02-11T14:43:34,858   copying nalyst/survival/kaplan_meier.py -> build/lib/nalyst/survival
2026-02-11T14:43:34,860   copying nalyst/survival/cox.py -> build/lib/nalyst/survival
2026-02-11T14:43:34,862   copying nalyst/survival/parametric.py -> build/lib/nalyst/survival
2026-02-11T14:43:34,865   copying nalyst/survival/__init__.py -> build/lib/nalyst/survival
2026-02-11T14:43:34,867   creating build/lib/nalyst/manifold
2026-02-11T14:43:34,868   copying nalyst/manifold/tsne.py -> build/lib/nalyst/manifold
2026-02-11T14:43:34,871   copying nalyst/manifold/spectral.py -> build/lib/nalyst/manifold
2026-02-11T14:43:34,873   copying nalyst/manifold/__init__.py -> build/lib/nalyst/manifold
2026-02-11T14:43:34,875   copying nalyst/manifold/isomap.py -> build/lib/nalyst/manifold
2026-02-11T14:43:34,877   copying nalyst/manifold/mds.py -> build/lib/nalyst/manifold
2026-02-11T14:43:34,880   copying nalyst/manifold/lle.py -> build/lib/nalyst/manifold
2026-02-11T14:43:34,883   creating build/lib/nalyst/nonparametric
2026-02-11T14:43:34,884   copying nalyst/nonparametric/__init__.py -> build/lib/nalyst/nonparametric
2026-02-11T14:43:34,886   copying nalyst/nonparametric/lowess.py -> build/lib/nalyst/nonparametric
2026-02-11T14:43:34,888   copying nalyst/nonparametric/kde.py -> build/lib/nalyst/nonparametric
2026-02-11T14:43:34,891   copying nalyst/nonparametric/kernel_regression.py -> build/lib/nalyst/nonparametric
2026-02-11T14:43:34,894   creating build/lib/nalyst/evaluation
2026-02-11T14:43:34,895   copying nalyst/evaluation/__init__.py -> build/lib/nalyst/evaluation
2026-02-11T14:43:34,897   copying nalyst/evaluation/search.py -> build/lib/nalyst/evaluation
2026-02-11T14:43:34,899   copying nalyst/evaluation/validation.py -> build/lib/nalyst/evaluation
2026-02-11T14:43:34,901   copying nalyst/evaluation/splitting.py -> build/lib/nalyst/evaluation
2026-02-11T14:43:34,904   creating build/lib/nalyst/calibration
2026-02-11T14:43:34,905   copying nalyst/calibration/__init__.py -> build/lib/nalyst/calibration
2026-02-11T14:43:34,907   copying nalyst/calibration/curves.py -> build/lib/nalyst/calibration
2026-02-11T14:43:34,909   copying nalyst/calibration/calibrators.py -> build/lib/nalyst/calibration
2026-02-11T14:43:34,912   creating build/lib/nalyst/gaussian_process
2026-02-11T14:43:34,913   copying nalyst/gaussian_process/kernels.py -> build/lib/nalyst/gaussian_process
2026-02-11T14:43:34,915   copying nalyst/gaussian_process/gpr.py -> build/lib/nalyst/gaussian_process
2026-02-11T14:43:34,917   copying nalyst/gaussian_process/gpc.py -> build/lib/nalyst/gaussian_process
2026-02-11T14:43:34,919   copying nalyst/gaussian_process/__init__.py -> build/lib/nalyst/gaussian_process
2026-02-11T14:43:34,922   creating build/lib/nalyst/quantile
2026-02-11T14:43:34,923   copying nalyst/quantile/__init__.py -> build/lib/nalyst/quantile
2026-02-11T14:43:34,924   copying nalyst/quantile/regression.py -> build/lib/nalyst/quantile
2026-02-11T14:43:34,928   creating build/lib/nalyst/utils
2026-02-11T14:43:34,929   copying nalyst/utils/info.py -> build/lib/nalyst/utils
2026-02-11T14:43:34,931   copying nalyst/utils/formatting.py -> build/lib/nalyst/utils
2026-02-11T14:43:34,933   copying nalyst/utils/__init__.py -> build/lib/nalyst/utils
2026-02-11T14:43:34,935   creating build/lib/nalyst/datasets
2026-02-11T14:43:34,936   copying nalyst/datasets/base.py -> build/lib/nalyst/datasets
2026-02-11T14:43:34,938   copying nalyst/datasets/__init__.py -> build/lib/nalyst/datasets
2026-02-11T14:43:34,940   copying nalyst/datasets/loaders.py -> build/lib/nalyst/datasets
2026-02-11T14:43:34,942   copying nalyst/datasets/generators.py -> build/lib/nalyst/datasets
2026-02-11T14:43:34,946   creating build/lib/nalyst/reduction
2026-02-11T14:43:34,946   copying nalyst/reduction/pca.py -> build/lib/nalyst/reduction
2026-02-11T14:43:34,949   copying nalyst/reduction/svd.py -> build/lib/nalyst/reduction
2026-02-11T14:43:34,952   copying nalyst/reduction/__init__.py -> build/lib/nalyst/reduction
2026-02-11T14:43:34,953   copying nalyst/reduction/nmf.py -> build/lib/nalyst/reduction
2026-02-11T14:43:34,956   copying nalyst/reduction/lda.py -> build/lib/nalyst/reduction
2026-02-11T14:43:34,958   copying nalyst/reduction/factor.py -> build/lib/nalyst/reduction
2026-02-11T14:43:34,961   copying nalyst/reduction/ica.py -> build/lib/nalyst/reduction
2026-02-11T14:43:34,963   creating build/lib/nalyst/core
2026-02-11T14:43:34,964   copying nalyst/core/tags.py -> build/lib/nalyst/core
2026-02-11T14:43:34,967   copying nalyst/core/settings.py -> build/lib/nalyst/core
2026-02-11T14:43:34,970   copying nalyst/core/__init__.py -> build/lib/nalyst/core
2026-02-11T14:43:34,971   copying nalyst/core/validation.py -> build/lib/nalyst/core
2026-02-11T14:43:34,974   copying nalyst/core/foundation.py -> build/lib/nalyst/core
2026-02-11T14:43:34,977   creating build/lib/nalyst/diagnostics
2026-02-11T14:43:34,978   copying nalyst/diagnostics/autocorrelation.py -> build/lib/nalyst/diagnostics
2026-02-11T14:43:34,980   copying nalyst/diagnostics/multicollinearity.py -> build/lib/nalyst/diagnostics
2026-02-11T14:43:34,982   copying nalyst/diagnostics/__init__.py -> build/lib/nalyst/diagnostics
2026-02-11T14:43:34,984   copying nalyst/diagnostics/heteroscedasticity.py -> build/lib/nalyst/diagnostics
2026-02-11T14:43:34,987   copying nalyst/diagnostics/residuals.py -> build/lib/nalyst/diagnostics
2026-02-11T14:43:34,989   copying nalyst/diagnostics/specification.py -> build/lib/nalyst/diagnostics
2026-02-11T14:43:34,992   creating build/lib/nalyst/timeseries
2026-02-11T14:43:34,993   copying nalyst/timeseries/arima.py -> build/lib/nalyst/timeseries
2026-02-11T14:43:34,996   copying nalyst/timeseries/var.py -> build/lib/nalyst/timeseries
2026-02-11T14:43:34,998   copying nalyst/timeseries/autocorrelation.py -> build/lib/nalyst/timeseries
2026-02-11T14:43:35,000   copying nalyst/timeseries/stationarity.py -> build/lib/nalyst/timeseries
2026-02-11T14:43:35,002   copying nalyst/timeseries/__init__.py -> build/lib/nalyst/timeseries
2026-02-11T14:43:35,004   copying nalyst/timeseries/exponential.py -> build/lib/nalyst/timeseries
2026-02-11T14:43:35,006   copying nalyst/timeseries/decomposition.py -> build/lib/nalyst/timeseries
2026-02-11T14:43:35,009   creating build/lib/nalyst/automl
2026-02-11T14:43:35,010   copying nalyst/automl/tuning.py -> build/lib/nalyst/automl
2026-02-11T14:43:35,012   copying nalyst/automl/experiment.py -> build/lib/nalyst/automl
2026-02-11T14:43:35,014   copying nalyst/automl/classification.py -> build/lib/nalyst/automl
2026-02-11T14:43:35,017   copying nalyst/automl/__init__.py -> build/lib/nalyst/automl
2026-02-11T14:43:35,018   copying nalyst/automl/regression.py -> build/lib/nalyst/automl
2026-02-11T14:43:35,021   creating build/lib/nalyst/clustering
2026-02-11T14:43:35,022   copying nalyst/clustering/hierarchical.py -> build/lib/nalyst/clustering
2026-02-11T14:43:35,024   copying nalyst/clustering/kmeans.py -> build/lib/nalyst/clustering
2026-02-11T14:43:35,027   copying nalyst/clustering/extra.py -> build/lib/nalyst/clustering
2026-02-11T14:43:35,029   copying nalyst/clustering/spectral.py -> build/lib/nalyst/clustering
2026-02-11T14:43:35,031   copying nalyst/clustering/__init__.py -> build/lib/nalyst/clustering
2026-02-11T14:43:35,033   copying nalyst/clustering/density.py -> build/lib/nalyst/clustering
2026-02-11T14:43:35,035   creating build/lib/nalyst/inspection
2026-02-11T14:43:35,036   copying nalyst/inspection/importance.py -> build/lib/nalyst/inspection
2026-02-11T14:43:35,038   copying nalyst/inspection/__init__.py -> build/lib/nalyst/inspection
2026-02-11T14:43:35,040   copying nalyst/inspection/partial_dependence.py -> build/lib/nalyst/inspection
2026-02-11T14:43:35,043   creating build/lib/nalyst/semi_supervised
2026-02-11T14:43:35,043   copying nalyst/semi_supervised/label_propagation.py -> build/lib/nalyst/semi_supervised
2026-02-11T14:43:35,046   copying nalyst/semi_supervised/__init__.py -> build/lib/nalyst/semi_supervised
2026-02-11T14:43:35,048   copying nalyst/semi_supervised/self_training.py -> build/lib/nalyst/semi_supervised
2026-02-11T14:43:35,050   creating build/lib/nalyst/robust
2026-02-11T14:43:35,051   copying nalyst/robust/__init__.py -> build/lib/nalyst/robust
2026-02-11T14:43:35,053   copying nalyst/robust/m_estimators.py -> build/lib/nalyst/robust
2026-02-11T14:43:35,055   copying nalyst/robust/rlm.py -> build/lib/nalyst/robust
2026-02-11T14:43:35,058   creating build/lib/nalyst/stats
2026-02-11T14:43:35,059   copying nalyst/stats/correlation.py -> build/lib/nalyst/stats
2026-02-11T14:43:35,062   copying nalyst/stats/__init__.py -> build/lib/nalyst/stats
2026-02-11T14:43:35,064   copying nalyst/stats/power.py -> build/lib/nalyst/stats
2026-02-11T14:43:35,066   copying nalyst/stats/contingency.py -> build/lib/nalyst/stats
2026-02-11T14:43:35,068   copying nalyst/stats/nonparametric.py -> build/lib/nalyst/stats
2026-02-11T14:43:35,070   copying nalyst/stats/normality.py -> build/lib/nalyst/stats
2026-02-11T14:43:35,072   copying nalyst/stats/multiple.py -> build/lib/nalyst/stats
2026-02-11T14:43:35,075   copying nalyst/stats/hypothesis.py -> build/lib/nalyst/stats
2026-02-11T14:43:35,077   copying nalyst/stats/anova.py -> build/lib/nalyst/stats
2026-02-11T14:43:35,079   creating build/lib/nalyst/workflow
2026-02-11T14:43:35,080   copying nalyst/workflow/union.py -> build/lib/nalyst/workflow
2026-02-11T14:43:35,083   copying nalyst/workflow/__init__.py -> build/lib/nalyst/workflow
2026-02-11T14:43:35,085   copying nalyst/workflow/function_transformer.py -> build/lib/nalyst/workflow
2026-02-11T14:43:35,087   copying nalyst/workflow/column_transformer.py -> build/lib/nalyst/workflow
2026-02-11T14:43:35,089   copying nalyst/workflow/pipeline.py -> build/lib/nalyst/workflow
2026-02-11T14:43:35,092   creating build/lib/nalyst/discriminant
2026-02-11T14:43:35,093   copying nalyst/discriminant/__init__.py -> build/lib/nalyst/discriminant
2026-02-11T14:43:35,094   copying nalyst/discriminant/lda.py -> build/lib/nalyst/discriminant
2026-02-11T14:43:35,097   copying nalyst/discriminant/qda.py -> build/lib/nalyst/discriminant
2026-02-11T14:43:35,099   creating build/lib/nalyst/explainability
2026-02-11T14:43:35,100   copying nalyst/explainability/lime_explain.py -> build/lib/nalyst/explainability
2026-02-11T14:43:35,103   copying nalyst/explainability/feature_importance.py -> build/lib/nalyst/explainability
2026-02-11T14:43:35,105   copying nalyst/explainability/shap_explain.py -> build/lib/nalyst/explainability
2026-02-11T14:43:35,107   copying nalyst/explainability/__init__.py -> build/lib/nalyst/explainability
2026-02-11T14:43:35,110   creating build/lib/nalyst/nn
2026-02-11T14:43:35,110   copying nalyst/nn/module.py -> build/lib/nalyst/nn
2026-02-11T14:43:35,113   copying nalyst/nn/models.py -> build/lib/nalyst/nn
2026-02-11T14:43:35,116   copying nalyst/nn/data.py -> build/lib/nalyst/nn
2026-02-11T14:43:35,118   copying nalyst/nn/parameter.py -> build/lib/nalyst/nn
2026-02-11T14:43:35,120   copying nalyst/nn/utils.py -> build/lib/nalyst/nn
2026-02-11T14:43:35,122   copying nalyst/nn/__init__.py -> build/lib/nalyst/nn
2026-02-11T14:43:35,124   copying nalyst/nn/init.py -> build/lib/nalyst/nn
2026-02-11T14:43:35,126   copying nalyst/nn/loss.py -> build/lib/nalyst/nn
2026-02-11T14:43:35,128   copying nalyst/nn/functional.py -> build/lib/nalyst/nn
2026-02-11T14:43:35,131   copying nalyst/nn/tensor.py -> build/lib/nalyst/nn
2026-02-11T14:43:35,135   creating build/lib/nalyst/transform
2026-02-11T14:43:35,136   copying nalyst/transform/discretization.py -> build/lib/nalyst/transform
2026-02-11T14:43:35,139   copying nalyst/transform/encoding.py -> build/lib/nalyst/transform
2026-02-11T14:43:35,141   copying nalyst/transform/__init__.py -> build/lib/nalyst/transform
2026-02-11T14:43:35,143   copying nalyst/transform/imputation.py -> build/lib/nalyst/transform
2026-02-11T14:43:35,146   copying nalyst/transform/scaling.py -> build/lib/nalyst/transform
2026-02-11T14:43:35,148   creating build/lib/nalyst/glm
2026-02-11T14:43:35,149   copying nalyst/glm/glm.py -> build/lib/nalyst/glm
2026-02-11T14:43:35,152   copying nalyst/glm/__init__.py -> build/lib/nalyst/glm
2026-02-11T14:43:35,154   copying nalyst/glm/families.py -> build/lib/nalyst/glm
2026-02-11T14:43:35,156   copying nalyst/glm/links.py -> build/lib/nalyst/glm
2026-02-11T14:43:35,159   creating build/lib/nalyst/gam
2026-02-11T14:43:35,160   copying nalyst/gam/core.py -> build/lib/nalyst/gam
2026-02-11T14:43:35,162   copying nalyst/gam/__init__.py -> build/lib/nalyst/gam
2026-02-11T14:43:35,164   copying nalyst/gam/terms.py -> build/lib/nalyst/gam
2026-02-11T14:43:35,166   creating build/lib/nalyst/imbalance
2026-02-11T14:43:35,167   copying nalyst/imbalance/combined.py -> build/lib/nalyst/imbalance
2026-02-11T14:43:35,170   copying nalyst/imbalance/__init__.py -> build/lib/nalyst/imbalance
2026-02-11T14:43:35,172   copying nalyst/imbalance/oversampling.py -> build/lib/nalyst/imbalance
2026-02-11T14:43:35,174   copying nalyst/imbalance/undersampling.py -> build/lib/nalyst/imbalance
2026-02-11T14:43:35,177   creating build/lib/nalyst/covariance
2026-02-11T14:43:35,178   copying nalyst/covariance/robust.py -> build/lib/nalyst/covariance
2026-02-11T14:43:35,180   copying nalyst/covariance/__init__.py -> build/lib/nalyst/covariance
2026-02-11T14:43:35,182   copying nalyst/covariance/empirical.py -> build/lib/nalyst/covariance
2026-02-11T14:43:35,184   copying nalyst/covariance/shrunk.py -> build/lib/nalyst/covariance
2026-02-11T14:43:35,187   creating build/lib/nalyst/selection
2026-02-11T14:43:35,188   copying nalyst/selection/variance.py -> build/lib/nalyst/selection
2026-02-11T14:43:35,190   copying nalyst/selection/rfe.py -> build/lib/nalyst/selection
2026-02-11T14:43:35,193   copying nalyst/selection/univariate.py -> build/lib/nalyst/selection
2026-02-11T14:43:35,195   copying nalyst/selection/__init__.py -> build/lib/nalyst/selection
2026-02-11T14:43:35,197   copying nalyst/selection/sequential.py -> build/lib/nalyst/selection
2026-02-11T14:43:35,199   copying nalyst/selection/score_functions.py -> build/lib/nalyst/selection
2026-02-11T14:43:35,201   copying nalyst/selection/model_based.py -> build/lib/nalyst/selection
2026-02-11T14:43:35,203   creating build/lib/nalyst/learners
2026-02-11T14:43:35,204   copying nalyst/learners/__init__.py -> build/lib/nalyst/learners
2026-02-11T14:43:35,207   creating build/lib/nalyst/metrics
2026-02-11T14:43:35,208   copying nalyst/metrics/classification.py -> build/lib/nalyst/metrics
2026-02-11T14:43:35,210   copying nalyst/metrics/__init__.py -> build/lib/nalyst/metrics
2026-02-11T14:43:35,212   copying nalyst/metrics/regression.py -> build/lib/nalyst/metrics
2026-02-11T14:43:35,214   copying nalyst/metrics/clustering.py -> build/lib/nalyst/metrics
2026-02-11T14:43:35,217   creating build/lib/nalyst/multiclass
2026-02-11T14:43:35,218   copying nalyst/multiclass/__init__.py -> build/lib/nalyst/multiclass
2026-02-11T14:43:35,220   copying nalyst/multiclass/ovo.py -> build/lib/nalyst/multiclass
2026-02-11T14:43:35,222   copying nalyst/multiclass/ovr.py -> build/lib/nalyst/multiclass
2026-02-11T14:43:35,224   copying nalyst/multiclass/output_code.py -> build/lib/nalyst/multiclass
2026-02-11T14:43:35,228   creating build/lib/nalyst/nn/layers
2026-02-11T14:43:35,228   copying nalyst/nn/layers/recurrent.py -> build/lib/nalyst/nn/layers
2026-02-11T14:43:35,231   copying nalyst/nn/layers/dropout.py -> build/lib/nalyst/nn/layers
2026-02-11T14:43:35,234   copying nalyst/nn/layers/pooling.py -> build/lib/nalyst/nn/layers
2026-02-11T14:43:35,237   copying nalyst/nn/layers/reshape.py -> build/lib/nalyst/nn/layers
2026-02-11T14:43:35,240   copying nalyst/nn/layers/linear.py -> build/lib/nalyst/nn/layers
2026-02-11T14:43:35,243   copying nalyst/nn/layers/attention.py -> build/lib/nalyst/nn/layers
2026-02-11T14:43:35,246   copying nalyst/nn/layers/activation.py -> build/lib/nalyst/nn/layers
2026-02-11T14:43:35,249   copying nalyst/nn/layers/__init__.py -> build/lib/nalyst/nn/layers
2026-02-11T14:43:35,251   copying nalyst/nn/layers/normalization.py -> build/lib/nalyst/nn/layers
2026-02-11T14:43:35,254   copying nalyst/nn/layers/conv.py -> build/lib/nalyst/nn/layers
2026-02-11T14:43:35,257   copying nalyst/nn/layers/embedding.py -> build/lib/nalyst/nn/layers
2026-02-11T14:43:35,260   creating build/lib/nalyst/nn/optim
2026-02-11T14:43:35,261   copying nalyst/nn/optim/sgd.py -> build/lib/nalyst/nn/optim
2026-02-11T14:43:35,263   copying nalyst/nn/optim/adam.py -> build/lib/nalyst/nn/optim
2026-02-11T14:43:35,266   copying nalyst/nn/optim/rmsprop.py -> build/lib/nalyst/nn/optim
2026-02-11T14:43:35,268   copying nalyst/nn/optim/lr_scheduler.py -> build/lib/nalyst/nn/optim
2026-02-11T14:43:35,271   copying nalyst/nn/optim/__init__.py -> build/lib/nalyst/nn/optim
2026-02-11T14:43:35,273   copying nalyst/nn/optim/optimizer.py -> build/lib/nalyst/nn/optim
2026-02-11T14:43:35,275   copying nalyst/nn/optim/adagrad.py -> build/lib/nalyst/nn/optim
2026-02-11T14:43:35,278   creating build/lib/nalyst/learners/neural
2026-02-11T14:43:35,279   copying nalyst/learners/neural/mlp.py -> build/lib/nalyst/learners/neural
2026-02-11T14:43:35,282   copying nalyst/learners/neural/__init__.py -> build/lib/nalyst/learners/neural
2026-02-11T14:43:35,285   creating build/lib/nalyst/learners/naive_bayes
2026-02-11T14:43:35,286   copying nalyst/learners/naive_bayes/__init__.py -> build/lib/nalyst/learners/naive_bayes
2026-02-11T14:43:35,288   copying nalyst/learners/naive_bayes/bernoulli.py -> build/lib/nalyst/learners/naive_bayes
2026-02-11T14:43:35,291   copying nalyst/learners/naive_bayes/complement.py -> build/lib/nalyst/learners/naive_bayes
2026-02-11T14:43:35,294   copying nalyst/learners/naive_bayes/gaussian.py -> build/lib/nalyst/learners/naive_bayes
2026-02-11T14:43:35,296   copying nalyst/learners/naive_bayes/categorical.py -> build/lib/nalyst/learners/naive_bayes
2026-02-11T14:43:35,299   copying nalyst/learners/naive_bayes/multinomial.py -> build/lib/nalyst/learners/naive_bayes
2026-02-11T14:43:35,302   creating build/lib/nalyst/learners/svm
2026-02-11T14:43:35,303   copying nalyst/learners/svm/outlier.py -> build/lib/nalyst/learners/svm
2026-02-11T14:43:35,306   copying nalyst/learners/svm/base.py -> build/lib/nalyst/learners/svm
2026-02-11T14:43:35,308   copying nalyst/learners/svm/classification.py -> build/lib/nalyst/learners/svm
2026-02-11T14:43:35,311   copying nalyst/learners/svm/__init__.py -> build/lib/nalyst/learners/svm
2026-02-11T14:43:35,313   copying nalyst/learners/svm/regression.py -> build/lib/nalyst/learners/svm
2026-02-11T14:43:35,316   creating build/lib/nalyst/learners/ensemble
2026-02-11T14:43:35,318   copying nalyst/learners/ensemble/bagging.py -> build/lib/nalyst/learners/ensemble
2026-02-11T14:43:35,321   copying nalyst/learners/ensemble/__init__.py -> build/lib/nalyst/learners/ensemble
2026-02-11T14:43:35,323   copying nalyst/learners/ensemble/boosting.py -> build/lib/nalyst/learners/ensemble
2026-02-11T14:43:35,326   copying nalyst/learners/ensemble/isolation.py -> build/lib/nalyst/learners/ensemble
2026-02-11T14:43:35,328   copying nalyst/learners/ensemble/voting.py -> build/lib/nalyst/learners/ensemble
2026-02-11T14:43:35,332   copying nalyst/learners/ensemble/forest.py -> build/lib/nalyst/learners/ensemble
2026-02-11T14:43:35,335   copying nalyst/learners/ensemble/extra_trees.py -> build/lib/nalyst/learners/ensemble
2026-02-11T14:43:35,338   creating build/lib/nalyst/learners/neighbors
2026-02-11T14:43:35,340   copying nalyst/learners/neighbors/outlier.py -> build/lib/nalyst/learners/neighbors
2026-02-11T14:43:35,342   copying nalyst/learners/neighbors/base.py -> build/lib/nalyst/learners/neighbors
2026-02-11T14:43:35,345   copying nalyst/learners/neighbors/classification.py -> build/lib/nalyst/learners/neighbors
2026-02-11T14:43:35,348   copying nalyst/learners/neighbors/__init__.py -> build/lib/nalyst/learners/neighbors
2026-02-11T14:43:35,350   copying nalyst/learners/neighbors/unsupervised.py -> build/lib/nalyst/learners/neighbors
2026-02-11T14:43:35,352   copying nalyst/learners/neighbors/regression.py -> build/lib/nalyst/learners/neighbors
2026-02-11T14:43:35,356   creating build/lib/nalyst/learners/trees
2026-02-11T14:43:35,357   copying nalyst/learners/trees/decision_tree.py -> build/lib/nalyst/learners/trees
2026-02-11T14:43:35,360   copying nalyst/learners/trees/__init__.py -> build/lib/nalyst/learners/trees
2026-02-11T14:43:35,363   creating build/lib/nalyst/learners/linear
2026-02-11T14:43:35,364   copying nalyst/learners/linear/base.py -> build/lib/nalyst/learners/linear
2026-02-11T14:43:35,366   copying nalyst/learners/linear/classification.py -> build/lib/nalyst/learners/linear
2026-02-11T14:43:35,369   copying nalyst/learners/linear/__init__.py -> build/lib/nalyst/learners/linear
2026-02-11T14:43:35,371   copying nalyst/learners/linear/regression.py -> build/lib/nalyst/learners/linear
2026-02-11T14:43:35,374   running egg_info
2026-02-11T14:43:35,384   writing nalyst.egg-info/PKG-INFO
2026-02-11T14:43:35,393   writing dependency_links to nalyst.egg-info/dependency_links.txt
2026-02-11T14:43:35,398   writing requirements to nalyst.egg-info/requires.txt
2026-02-11T14:43:35,399   writing top-level names to nalyst.egg-info/top_level.txt
2026-02-11T14:43:35,444   reading manifest file 'nalyst.egg-info/SOURCES.txt'
2026-02-11T14:43:35,455   adding license file 'LICENSE'
2026-02-11T14:43:35,465   writing manifest file 'nalyst.egg-info/SOURCES.txt'
2026-02-11T14:43:35,513   installing to build/bdist.linux-armv7l/wheel
2026-02-11T14:43:35,514   running install
2026-02-11T14:43:35,536   running install_lib
2026-02-11T14:43:35,542   creating build/bdist.linux-armv7l/wheel
2026-02-11T14:43:35,545   creating build/bdist.linux-armv7l/wheel/nalyst
2026-02-11T14:43:35,547   creating build/bdist.linux-armv7l/wheel/nalyst/survival
2026-02-11T14:43:35,548   copying build/lib/nalyst/survival/tests.py -> build/bdist.linux-armv7l/wheel/./nalyst/survival
2026-02-11T14:43:35,551   copying build/lib/nalyst/survival/kaplan_meier.py -> build/bdist.linux-armv7l/wheel/./nalyst/survival
2026-02-11T14:43:35,553   copying build/lib/nalyst/survival/cox.py -> build/bdist.linux-armv7l/wheel/./nalyst/survival
2026-02-11T14:43:35,556   copying build/lib/nalyst/survival/parametric.py -> build/bdist.linux-armv7l/wheel/./nalyst/survival
2026-02-11T14:43:35,558   copying build/lib/nalyst/survival/__init__.py -> build/bdist.linux-armv7l/wheel/./nalyst/survival
2026-02-11T14:43:35,560   creating build/bdist.linux-armv7l/wheel/nalyst/manifold
2026-02-11T14:43:35,562   copying build/lib/nalyst/manifold/tsne.py -> build/bdist.linux-armv7l/wheel/./nalyst/manifold
2026-02-11T14:43:35,564   copying build/lib/nalyst/manifold/spectral.py -> build/bdist.linux-armv7l/wheel/./nalyst/manifold
2026-02-11T14:43:35,566   copying build/lib/nalyst/manifold/__init__.py -> build/bdist.linux-armv7l/wheel/./nalyst/manifold
2026-02-11T14:43:35,568   copying build/lib/nalyst/manifold/isomap.py -> build/bdist.linux-armv7l/wheel/./nalyst/manifold
2026-02-11T14:43:35,570   copying build/lib/nalyst/manifold/mds.py -> build/bdist.linux-armv7l/wheel/./nalyst/manifold
2026-02-11T14:43:35,572   copying build/lib/nalyst/manifold/lle.py -> build/bdist.linux-armv7l/wheel/./nalyst/manifold
2026-02-11T14:43:35,575   creating build/bdist.linux-armv7l/wheel/nalyst/nonparametric
2026-02-11T14:43:35,576   copying build/lib/nalyst/nonparametric/__init__.py -> build/bdist.linux-armv7l/wheel/./nalyst/nonparametric
2026-02-11T14:43:35,578   copying build/lib/nalyst/nonparametric/lowess.py -> build/bdist.linux-armv7l/wheel/./nalyst/nonparametric
2026-02-11T14:43:35,580   copying build/lib/nalyst/nonparametric/kde.py -> build/bdist.linux-armv7l/wheel/./nalyst/nonparametric
2026-02-11T14:43:35,583   copying build/lib/nalyst/nonparametric/kernel_regression.py -> build/bdist.linux-armv7l/wheel/./nalyst/nonparametric
2026-02-11T14:43:35,585   copying build/lib/nalyst/exceptions.py -> build/bdist.linux-armv7l/wheel/./nalyst
2026-02-11T14:43:35,588   creating build/bdist.linux-armv7l/wheel/nalyst/evaluation
2026-02-11T14:43:35,589   copying build/lib/nalyst/evaluation/__init__.py -> build/bdist.linux-armv7l/wheel/./nalyst/evaluation
2026-02-11T14:43:35,591   copying build/lib/nalyst/evaluation/search.py -> build/bdist.linux-armv7l/wheel/./nalyst/evaluation
2026-02-11T14:43:35,593   copying build/lib/nalyst/evaluation/validation.py -> build/bdist.linux-armv7l/wheel/./nalyst/evaluation
2026-02-11T14:43:35,596   copying build/lib/nalyst/evaluation/splitting.py -> build/bdist.linux-armv7l/wheel/./nalyst/evaluation
2026-02-11T14:43:35,599   creating build/bdist.linux-armv7l/wheel/nalyst/calibration
2026-02-11T14:43:35,600   copying build/lib/nalyst/calibration/__init__.py -> build/bdist.linux-armv7l/wheel/./nalyst/calibration
2026-02-11T14:43:35,602   copying build/lib/nalyst/calibration/curves.py -> build/bdist.linux-armv7l/wheel/./nalyst/calibration
2026-02-11T14:43:35,604   copying build/lib/nalyst/calibration/calibrators.py -> build/bdist.linux-armv7l/wheel/./nalyst/calibration
2026-02-11T14:43:35,607   creating build/bdist.linux-armv7l/wheel/nalyst/gaussian_process
2026-02-11T14:43:35,608   copying build/lib/nalyst/gaussian_process/kernels.py -> build/bdist.linux-armv7l/wheel/./nalyst/gaussian_process
2026-02-11T14:43:35,610   copying build/lib/nalyst/gaussian_process/gpr.py -> build/bdist.linux-armv7l/wheel/./nalyst/gaussian_process
2026-02-11T14:43:35,613   copying build/lib/nalyst/gaussian_process/gpc.py -> build/bdist.linux-armv7l/wheel/./nalyst/gaussian_process
2026-02-11T14:43:35,615   copying build/lib/nalyst/gaussian_process/__init__.py -> build/bdist.linux-armv7l/wheel/./nalyst/gaussian_process
2026-02-11T14:43:35,618   creating build/bdist.linux-armv7l/wheel/nalyst/quantile
2026-02-11T14:43:35,619   copying build/lib/nalyst/quantile/__init__.py -> build/bdist.linux-armv7l/wheel/./nalyst/quantile
2026-02-11T14:43:35,620   copying build/lib/nalyst/quantile/regression.py -> build/bdist.linux-armv7l/wheel/./nalyst/quantile
2026-02-11T14:43:35,624   creating build/bdist.linux-armv7l/wheel/nalyst/utils
2026-02-11T14:43:35,625   copying build/lib/nalyst/utils/info.py -> build/bdist.linux-armv7l/wheel/./nalyst/utils
2026-02-11T14:43:35,627   copying build/lib/nalyst/utils/formatting.py -> build/bdist.linux-armv7l/wheel/./nalyst/utils
2026-02-11T14:43:35,630   copying build/lib/nalyst/utils/__init__.py -> build/bdist.linux-armv7l/wheel/./nalyst/utils
2026-02-11T14:43:35,633   creating build/bdist.linux-armv7l/wheel/nalyst/datasets
2026-02-11T14:43:35,634   copying build/lib/nalyst/datasets/base.py -> build/bdist.linux-armv7l/wheel/./nalyst/datasets
2026-02-11T14:43:35,637   copying build/lib/nalyst/datasets/__init__.py -> build/bdist.linux-armv7l/wheel/./nalyst/datasets
2026-02-11T14:43:35,639   copying build/lib/nalyst/datasets/loaders.py -> build/bdist.linux-armv7l/wheel/./nalyst/datasets
2026-02-11T14:43:35,643   copying build/lib/nalyst/datasets/generators.py -> build/bdist.linux-armv7l/wheel/./nalyst/datasets
2026-02-11T14:43:35,647   creating build/bdist.linux-armv7l/wheel/nalyst/reduction
2026-02-11T14:43:35,648   copying build/lib/nalyst/reduction/pca.py -> build/bdist.linux-armv7l/wheel/./nalyst/reduction
2026-02-11T14:43:35,652   copying build/lib/nalyst/reduction/svd.py -> build/bdist.linux-armv7l/wheel/./nalyst/reduction
2026-02-11T14:43:35,655   copying build/lib/nalyst/reduction/__init__.py -> build/bdist.linux-armv7l/wheel/./nalyst/reduction
2026-02-11T14:43:35,657   copying build/lib/nalyst/reduction/nmf.py -> build/bdist.linux-armv7l/wheel/./nalyst/reduction
2026-02-11T14:43:35,660   copying build/lib/nalyst/reduction/lda.py -> build/bdist.linux-armv7l/wheel/./nalyst/reduction
2026-02-11T14:43:35,663   copying build/lib/nalyst/reduction/factor.py -> build/bdist.linux-armv7l/wheel/./nalyst/reduction
2026-02-11T14:43:35,666   copying build/lib/nalyst/reduction/ica.py -> build/bdist.linux-armv7l/wheel/./nalyst/reduction
2026-02-11T14:43:35,670   creating build/bdist.linux-armv7l/wheel/nalyst/core
2026-02-11T14:43:35,672   copying build/lib/nalyst/core/tags.py -> build/bdist.linux-armv7l/wheel/./nalyst/core
2026-02-11T14:43:35,675   copying build/lib/nalyst/core/settings.py -> build/bdist.linux-armv7l/wheel/./nalyst/core
2026-02-11T14:43:35,678   copying build/lib/nalyst/core/__init__.py -> build/bdist.linux-armv7l/wheel/./nalyst/core
2026-02-11T14:43:35,681   copying build/lib/nalyst/core/validation.py -> build/bdist.linux-armv7l/wheel/./nalyst/core
2026-02-11T14:43:35,684   copying build/lib/nalyst/core/foundation.py -> build/bdist.linux-armv7l/wheel/./nalyst/core
2026-02-11T14:43:35,690   creating build/bdist.linux-armv7l/wheel/nalyst/diagnostics
2026-02-11T14:43:35,691   copying build/lib/nalyst/diagnostics/autocorrelation.py -> build/bdist.linux-armv7l/wheel/./nalyst/diagnostics
2026-02-11T14:43:35,695   copying build/lib/nalyst/diagnostics/multicollinearity.py -> build/bdist.linux-armv7l/wheel/./nalyst/diagnostics
2026-02-11T14:43:35,698   copying build/lib/nalyst/diagnostics/__init__.py -> build/bdist.linux-armv7l/wheel/./nalyst/diagnostics
2026-02-11T14:43:35,701   copying build/lib/nalyst/diagnostics/heteroscedasticity.py -> build/bdist.linux-armv7l/wheel/./nalyst/diagnostics
2026-02-11T14:43:35,704   copying build/lib/nalyst/diagnostics/residuals.py -> build/bdist.linux-armv7l/wheel/./nalyst/diagnostics
2026-02-11T14:43:35,708   copying build/lib/nalyst/diagnostics/specification.py -> build/bdist.linux-armv7l/wheel/./nalyst/diagnostics
2026-02-11T14:43:35,712   creating build/bdist.linux-armv7l/wheel/nalyst/timeseries
2026-02-11T14:43:35,713   copying build/lib/nalyst/timeseries/arima.py -> build/bdist.linux-armv7l/wheel/./nalyst/timeseries
2026-02-11T14:43:35,717   copying build/lib/nalyst/timeseries/var.py -> build/bdist.linux-armv7l/wheel/./nalyst/timeseries
2026-02-11T14:43:35,720   copying build/lib/nalyst/timeseries/autocorrelation.py -> build/bdist.linux-armv7l/wheel/./nalyst/timeseries
2026-02-11T14:43:35,723   copying build/lib/nalyst/timeseries/stationarity.py -> build/bdist.linux-armv7l/wheel/./nalyst/timeseries
2026-02-11T14:43:35,726   copying build/lib/nalyst/timeseries/__init__.py -> build/bdist.linux-armv7l/wheel/./nalyst/timeseries
2026-02-11T14:43:35,728   copying build/lib/nalyst/timeseries/exponential.py -> build/bdist.linux-armv7l/wheel/./nalyst/timeseries
2026-02-11T14:43:35,730   copying build/lib/nalyst/timeseries/decomposition.py -> build/bdist.linux-armv7l/wheel/./nalyst/timeseries
2026-02-11T14:43:35,733   creating build/bdist.linux-armv7l/wheel/nalyst/automl
2026-02-11T14:43:35,734   copying build/lib/nalyst/automl/tuning.py -> build/bdist.linux-armv7l/wheel/./nalyst/automl
2026-02-11T14:43:35,736   copying build/lib/nalyst/automl/experiment.py -> build/bdist.linux-armv7l/wheel/./nalyst/automl
2026-02-11T14:43:35,738   copying build/lib/nalyst/automl/classification.py -> build/bdist.linux-armv7l/wheel/./nalyst/automl
2026-02-11T14:43:35,741   copying build/lib/nalyst/automl/__init__.py -> build/bdist.linux-armv7l/wheel/./nalyst/automl
2026-02-11T14:43:35,742   copying build/lib/nalyst/automl/regression.py -> build/bdist.linux-armv7l/wheel/./nalyst/automl
2026-02-11T14:43:35,745   creating build/bdist.linux-armv7l/wheel/nalyst/clustering
2026-02-11T14:43:35,746   copying build/lib/nalyst/clustering/hierarchical.py -> build/bdist.linux-armv7l/wheel/./nalyst/clustering
2026-02-11T14:43:35,749   copying build/lib/nalyst/clustering/kmeans.py -> build/bdist.linux-armv7l/wheel/./nalyst/clustering
2026-02-11T14:43:35,751   copying build/lib/nalyst/clustering/extra.py -> build/bdist.linux-armv7l/wheel/./nalyst/clustering
2026-02-11T14:43:35,754   copying build/lib/nalyst/clustering/spectral.py -> build/bdist.linux-armv7l/wheel/./nalyst/clustering
2026-02-11T14:43:35,756   copying build/lib/nalyst/clustering/__init__.py -> build/bdist.linux-armv7l/wheel/./nalyst/clustering
2026-02-11T14:43:35,758   copying build/lib/nalyst/clustering/density.py -> build/bdist.linux-armv7l/wheel/./nalyst/clustering
2026-02-11T14:43:35,761   creating build/bdist.linux-armv7l/wheel/nalyst/inspection
2026-02-11T14:43:35,762   copying build/lib/nalyst/inspection/importance.py -> build/bdist.linux-armv7l/wheel/./nalyst/inspection
2026-02-11T14:43:35,764   copying build/lib/nalyst/inspection/__init__.py -> build/bdist.linux-armv7l/wheel/./nalyst/inspection
2026-02-11T14:43:35,765   copying build/lib/nalyst/inspection/partial_dependence.py -> build/bdist.linux-armv7l/wheel/./nalyst/inspection
2026-02-11T14:43:35,768   creating build/bdist.linux-armv7l/wheel/nalyst/semi_supervised
2026-02-11T14:43:35,769   copying build/lib/nalyst/semi_supervised/label_propagation.py -> build/bdist.linux-armv7l/wheel/./nalyst/semi_supervised
2026-02-11T14:43:35,771   copying build/lib/nalyst/semi_supervised/__init__.py -> build/bdist.linux-armv7l/wheel/./nalyst/semi_supervised
2026-02-11T14:43:35,777   copying build/lib/nalyst/semi_supervised/self_training.py -> build/bdist.linux-armv7l/wheel/./nalyst/semi_supervised
2026-02-11T14:43:35,779   creating build/bdist.linux-armv7l/wheel/nalyst/robust
2026-02-11T14:43:35,780   copying build/lib/nalyst/robust/__init__.py -> build/bdist.linux-armv7l/wheel/./nalyst/robust
2026-02-11T14:43:35,782   copying build/lib/nalyst/robust/m_estimators.py -> build/bdist.linux-armv7l/wheel/./nalyst/robust
2026-02-11T14:43:35,784   copying build/lib/nalyst/robust/rlm.py -> build/bdist.linux-armv7l/wheel/./nalyst/robust
2026-02-11T14:43:35,788   creating build/bdist.linux-armv7l/wheel/nalyst/stats
2026-02-11T14:43:35,789   copying build/lib/nalyst/stats/correlation.py -> build/bdist.linux-armv7l/wheel/./nalyst/stats
2026-02-11T14:43:35,791   copying build/lib/nalyst/stats/__init__.py -> build/bdist.linux-armv7l/wheel/./nalyst/stats
2026-02-11T14:43:35,793   copying build/lib/nalyst/stats/power.py -> build/bdist.linux-armv7l/wheel/./nalyst/stats
2026-02-11T14:43:35,795   copying build/lib/nalyst/stats/contingency.py -> build/bdist.linux-armv7l/wheel/./nalyst/stats
2026-02-11T14:43:35,797   copying build/lib/nalyst/stats/nonparametric.py -> build/bdist.linux-armv7l/wheel/./nalyst/stats
2026-02-11T14:43:35,800   copying build/lib/nalyst/stats/normality.py -> build/bdist.linux-armv7l/wheel/./nalyst/stats
2026-02-11T14:43:35,802   copying build/lib/nalyst/stats/multiple.py -> build/bdist.linux-armv7l/wheel/./nalyst/stats
2026-02-11T14:43:35,804   copying build/lib/nalyst/stats/hypothesis.py -> build/bdist.linux-armv7l/wheel/./nalyst/stats
2026-02-11T14:43:35,806   copying build/lib/nalyst/stats/anova.py -> build/bdist.linux-armv7l/wheel/./nalyst/stats
2026-02-11T14:43:35,808   copying build/lib/nalyst/__init__.py -> build/bdist.linux-armv7l/wheel/./nalyst
2026-02-11T14:43:35,811   creating build/bdist.linux-armv7l/wheel/nalyst/workflow
2026-02-11T14:43:35,812   copying build/lib/nalyst/workflow/union.py -> build/bdist.linux-armv7l/wheel/./nalyst/workflow
2026-02-11T14:43:35,814   copying build/lib/nalyst/workflow/__init__.py -> build/bdist.linux-armv7l/wheel/./nalyst/workflow
2026-02-11T14:43:35,816   copying build/lib/nalyst/workflow/function_transformer.py -> build/bdist.linux-armv7l/wheel/./nalyst/workflow
2026-02-11T14:43:35,818   copying build/lib/nalyst/workflow/column_transformer.py -> build/bdist.linux-armv7l/wheel/./nalyst/workflow
2026-02-11T14:43:35,820   copying build/lib/nalyst/workflow/pipeline.py -> build/bdist.linux-armv7l/wheel/./nalyst/workflow
2026-02-11T14:43:35,823   creating build/bdist.linux-armv7l/wheel/nalyst/discriminant
2026-02-11T14:43:35,824   copying build/lib/nalyst/discriminant/__init__.py -> build/bdist.linux-armv7l/wheel/./nalyst/discriminant
2026-02-11T14:43:35,826   copying build/lib/nalyst/discriminant/lda.py -> build/bdist.linux-armv7l/wheel/./nalyst/discriminant
2026-02-11T14:43:35,828   copying build/lib/nalyst/discriminant/qda.py -> build/bdist.linux-armv7l/wheel/./nalyst/discriminant
2026-02-11T14:43:35,831   creating build/bdist.linux-armv7l/wheel/nalyst/explainability
2026-02-11T14:43:35,832   copying build/lib/nalyst/explainability/lime_explain.py -> build/bdist.linux-armv7l/wheel/./nalyst/explainability
2026-02-11T14:43:35,835   copying build/lib/nalyst/explainability/feature_importance.py -> build/bdist.linux-armv7l/wheel/./nalyst/explainability
2026-02-11T14:43:35,837   copying build/lib/nalyst/explainability/shap_explain.py -> build/bdist.linux-armv7l/wheel/./nalyst/explainability
2026-02-11T14:43:35,840   copying build/lib/nalyst/explainability/__init__.py -> build/bdist.linux-armv7l/wheel/./nalyst/explainability
2026-02-11T14:43:35,842   creating build/bdist.linux-armv7l/wheel/nalyst/nn
2026-02-11T14:43:35,843   creating build/bdist.linux-armv7l/wheel/nalyst/nn/layers
2026-02-11T14:43:35,845   copying build/lib/nalyst/nn/layers/recurrent.py -> build/bdist.linux-armv7l/wheel/./nalyst/nn/layers
2026-02-11T14:43:35,847   copying build/lib/nalyst/nn/layers/dropout.py -> build/bdist.linux-armv7l/wheel/./nalyst/nn/layers
2026-02-11T14:43:35,849   copying build/lib/nalyst/nn/layers/pooling.py -> build/bdist.linux-armv7l/wheel/./nalyst/nn/layers
2026-02-11T14:43:35,852   copying build/lib/nalyst/nn/layers/reshape.py -> build/bdist.linux-armv7l/wheel/./nalyst/nn/layers
2026-02-11T14:43:35,854   copying build/lib/nalyst/nn/layers/linear.py -> build/bdist.linux-armv7l/wheel/./nalyst/nn/layers
2026-02-11T14:43:35,857   copying build/lib/nalyst/nn/layers/attention.py -> build/bdist.linux-armv7l/wheel/./nalyst/nn/layers
2026-02-11T14:43:35,859   copying build/lib/nalyst/nn/layers/activation.py -> build/bdist.linux-armv7l/wheel/./nalyst/nn/layers
2026-02-11T14:43:35,862   copying build/lib/nalyst/nn/layers/__init__.py -> build/bdist.linux-armv7l/wheel/./nalyst/nn/layers
2026-02-11T14:43:35,864   copying build/lib/nalyst/nn/layers/normalization.py -> build/bdist.linux-armv7l/wheel/./nalyst/nn/layers
2026-02-11T14:43:35,866   copying build/lib/nalyst/nn/layers/conv.py -> build/bdist.linux-armv7l/wheel/./nalyst/nn/layers
2026-02-11T14:43:35,868   copying build/lib/nalyst/nn/layers/embedding.py -> build/bdist.linux-armv7l/wheel/./nalyst/nn/layers
2026-02-11T14:43:35,871   copying build/lib/nalyst/nn/module.py -> build/bdist.linux-armv7l/wheel/./nalyst/nn
2026-02-11T14:43:35,874   copying build/lib/nalyst/nn/models.py -> build/bdist.linux-armv7l/wheel/./nalyst/nn
2026-02-11T14:43:35,876   copying build/lib/nalyst/nn/data.py -> build/bdist.linux-armv7l/wheel/./nalyst/nn
2026-02-11T14:43:35,878   copying build/lib/nalyst/nn/parameter.py -> build/bdist.linux-armv7l/wheel/./nalyst/nn
2026-02-11T14:43:35,880   copying build/lib/nalyst/nn/utils.py -> build/bdist.linux-armv7l/wheel/./nalyst/nn
2026-02-11T14:43:35,883   copying build/lib/nalyst/nn/__init__.py -> build/bdist.linux-armv7l/wheel/./nalyst/nn
2026-02-11T14:43:35,885   copying build/lib/nalyst/nn/init.py -> build/bdist.linux-armv7l/wheel/./nalyst/nn
2026-02-11T14:43:35,888   creating build/bdist.linux-armv7l/wheel/nalyst/nn/optim
2026-02-11T14:43:35,889   copying build/lib/nalyst/nn/optim/sgd.py -> build/bdist.linux-armv7l/wheel/./nalyst/nn/optim
2026-02-11T14:43:35,891   copying build/lib/nalyst/nn/optim/adam.py -> build/bdist.linux-armv7l/wheel/./nalyst/nn/optim
2026-02-11T14:43:35,893   copying build/lib/nalyst/nn/optim/rmsprop.py -> build/bdist.linux-armv7l/wheel/./nalyst/nn/optim
2026-02-11T14:43:35,895   copying build/lib/nalyst/nn/optim/lr_scheduler.py -> build/bdist.linux-armv7l/wheel/./nalyst/nn/optim
2026-02-11T14:43:35,898   copying build/lib/nalyst/nn/optim/__init__.py -> build/bdist.linux-armv7l/wheel/./nalyst/nn/optim
2026-02-11T14:43:35,899   copying build/lib/nalyst/nn/optim/optimizer.py -> build/bdist.linux-armv7l/wheel/./nalyst/nn/optim
2026-02-11T14:43:35,901   copying build/lib/nalyst/nn/optim/adagrad.py -> build/bdist.linux-armv7l/wheel/./nalyst/nn/optim
2026-02-11T14:43:35,903   copying build/lib/nalyst/nn/loss.py -> build/bdist.linux-armv7l/wheel/./nalyst/nn
2026-02-11T14:43:35,906   copying build/lib/nalyst/nn/functional.py -> build/bdist.linux-armv7l/wheel/./nalyst/nn
2026-02-11T14:43:35,908   copying build/lib/nalyst/nn/tensor.py -> build/bdist.linux-armv7l/wheel/./nalyst/nn
2026-02-11T14:43:35,911   creating build/bdist.linux-armv7l/wheel/nalyst/transform
2026-02-11T14:43:35,912   copying build/lib/nalyst/transform/discretization.py -> build/bdist.linux-armv7l/wheel/./nalyst/transform
2026-02-11T14:43:35,915   copying build/lib/nalyst/transform/encoding.py -> build/bdist.linux-armv7l/wheel/./nalyst/transform
2026-02-11T14:43:35,917   copying build/lib/nalyst/transform/__init__.py -> build/bdist.linux-armv7l/wheel/./nalyst/transform
2026-02-11T14:43:35,919   copying build/lib/nalyst/transform/imputation.py -> build/bdist.linux-armv7l/wheel/./nalyst/transform
2026-02-11T14:43:35,921   copying build/lib/nalyst/transform/scaling.py -> build/bdist.linux-armv7l/wheel/./nalyst/transform
2026-02-11T14:43:35,924   creating build/bdist.linux-armv7l/wheel/nalyst/glm
2026-02-11T14:43:35,926   copying build/lib/nalyst/glm/glm.py -> build/bdist.linux-armv7l/wheel/./nalyst/glm
2026-02-11T14:43:35,928   copying build/lib/nalyst/glm/__init__.py -> build/bdist.linux-armv7l/wheel/./nalyst/glm
2026-02-11T14:43:35,930   copying build/lib/nalyst/glm/families.py -> build/bdist.linux-armv7l/wheel/./nalyst/glm
2026-02-11T14:43:35,932   copying build/lib/nalyst/glm/links.py -> build/bdist.linux-armv7l/wheel/./nalyst/glm
2026-02-11T14:43:35,935   creating build/bdist.linux-armv7l/wheel/nalyst/gam
2026-02-11T14:43:35,936   copying build/lib/nalyst/gam/core.py -> build/bdist.linux-armv7l/wheel/./nalyst/gam
2026-02-11T14:43:35,938   copying build/lib/nalyst/gam/__init__.py -> build/bdist.linux-armv7l/wheel/./nalyst/gam
2026-02-11T14:43:35,940   copying build/lib/nalyst/gam/terms.py -> build/bdist.linux-armv7l/wheel/./nalyst/gam
2026-02-11T14:43:35,943   creating build/bdist.linux-armv7l/wheel/nalyst/imbalance
2026-02-11T14:43:35,944   copying build/lib/nalyst/imbalance/combined.py -> build/bdist.linux-armv7l/wheel/./nalyst/imbalance
2026-02-11T14:43:35,947   copying build/lib/nalyst/imbalance/__init__.py -> build/bdist.linux-armv7l/wheel/./nalyst/imbalance
2026-02-11T14:43:35,948   copying build/lib/nalyst/imbalance/oversampling.py -> build/bdist.linux-armv7l/wheel/./nalyst/imbalance
2026-02-11T14:43:35,951   copying build/lib/nalyst/imbalance/undersampling.py -> build/bdist.linux-armv7l/wheel/./nalyst/imbalance
2026-02-11T14:43:35,954   creating build/bdist.linux-armv7l/wheel/nalyst/covariance
2026-02-11T14:43:35,955   copying build/lib/nalyst/covariance/robust.py -> build/bdist.linux-armv7l/wheel/./nalyst/covariance
2026-02-11T14:43:35,957   copying build/lib/nalyst/covariance/__init__.py -> build/bdist.linux-armv7l/wheel/./nalyst/covariance
2026-02-11T14:43:35,959   copying build/lib/nalyst/covariance/empirical.py -> build/bdist.linux-armv7l/wheel/./nalyst/covariance
2026-02-11T14:43:35,961   copying build/lib/nalyst/covariance/shrunk.py -> build/bdist.linux-armv7l/wheel/./nalyst/covariance
2026-02-11T14:43:35,964   creating build/bdist.linux-armv7l/wheel/nalyst/selection
2026-02-11T14:43:35,965   copying build/lib/nalyst/selection/variance.py -> build/bdist.linux-armv7l/wheel/./nalyst/selection
2026-02-11T14:43:35,967   copying build/lib/nalyst/selection/rfe.py -> build/bdist.linux-armv7l/wheel/./nalyst/selection
2026-02-11T14:43:35,969   copying build/lib/nalyst/selection/univariate.py -> build/bdist.linux-armv7l/wheel/./nalyst/selection
2026-02-11T14:43:35,972   copying build/lib/nalyst/selection/__init__.py -> build/bdist.linux-armv7l/wheel/./nalyst/selection
2026-02-11T14:43:35,973   copying build/lib/nalyst/selection/sequential.py -> build/bdist.linux-armv7l/wheel/./nalyst/selection
2026-02-11T14:43:35,976   copying build/lib/nalyst/selection/score_functions.py -> build/bdist.linux-armv7l/wheel/./nalyst/selection
2026-02-11T14:43:35,978   copying build/lib/nalyst/selection/model_based.py -> build/bdist.linux-armv7l/wheel/./nalyst/selection
2026-02-11T14:43:35,981   creating build/bdist.linux-armv7l/wheel/nalyst/learners
2026-02-11T14:43:35,982   creating build/bdist.linux-armv7l/wheel/nalyst/learners/neural
2026-02-11T14:43:35,983   copying build/lib/nalyst/learners/neural/mlp.py -> build/bdist.linux-armv7l/wheel/./nalyst/learners/neural
2026-02-11T14:43:35,986   copying build/lib/nalyst/learners/neural/__init__.py -> build/bdist.linux-armv7l/wheel/./nalyst/learners/neural
2026-02-11T14:43:35,989   creating build/bdist.linux-armv7l/wheel/nalyst/learners/naive_bayes
2026-02-11T14:43:35,990   copying build/lib/nalyst/learners/naive_bayes/__init__.py -> build/bdist.linux-armv7l/wheel/./nalyst/learners/naive_bayes
2026-02-11T14:43:35,992   copying build/lib/nalyst/learners/naive_bayes/bernoulli.py -> build/bdist.linux-armv7l/wheel/./nalyst/learners/naive_bayes
2026-02-11T14:43:35,994   copying build/lib/nalyst/learners/naive_bayes/complement.py -> build/bdist.linux-armv7l/wheel/./nalyst/learners/naive_bayes
2026-02-11T14:43:35,996   copying build/lib/nalyst/learners/naive_bayes/gaussian.py -> build/bdist.linux-armv7l/wheel/./nalyst/learners/naive_bayes
2026-02-11T14:43:35,998   copying build/lib/nalyst/learners/naive_bayes/categorical.py -> build/bdist.linux-armv7l/wheel/./nalyst/learners/naive_bayes
2026-02-11T14:43:36,001   copying build/lib/nalyst/learners/naive_bayes/multinomial.py -> build/bdist.linux-armv7l/wheel/./nalyst/learners/naive_bayes
2026-02-11T14:43:36,003   copying build/lib/nalyst/learners/__init__.py -> build/bdist.linux-armv7l/wheel/./nalyst/learners
2026-02-11T14:43:36,005   creating build/bdist.linux-armv7l/wheel/nalyst/learners/svm
2026-02-11T14:43:36,006   copying build/lib/nalyst/learners/svm/outlier.py -> build/bdist.linux-armv7l/wheel/./nalyst/learners/svm
2026-02-11T14:43:36,009   copying build/lib/nalyst/learners/svm/base.py -> build/bdist.linux-armv7l/wheel/./nalyst/learners/svm
2026-02-11T14:43:36,011   copying build/lib/nalyst/learners/svm/classification.py -> build/bdist.linux-armv7l/wheel/./nalyst/learners/svm
2026-02-11T14:43:36,013   copying build/lib/nalyst/learners/svm/__init__.py -> build/bdist.linux-armv7l/wheel/./nalyst/learners/svm
2026-02-11T14:43:36,015   copying build/lib/nalyst/learners/svm/regression.py -> build/bdist.linux-armv7l/wheel/./nalyst/learners/svm
2026-02-11T14:43:36,018   creating build/bdist.linux-armv7l/wheel/nalyst/learners/ensemble
2026-02-11T14:43:36,020   copying build/lib/nalyst/learners/ensemble/bagging.py -> build/bdist.linux-armv7l/wheel/./nalyst/learners/ensemble
2026-02-11T14:43:36,022   copying build/lib/nalyst/learners/ensemble/__init__.py -> build/bdist.linux-armv7l/wheel/./nalyst/learners/ensemble
2026-02-11T14:43:36,024   copying build/lib/nalyst/learners/ensemble/boosting.py -> build/bdist.linux-armv7l/wheel/./nalyst/learners/ensemble
2026-02-11T14:43:36,027   copying build/lib/nalyst/learners/ensemble/isolation.py -> build/bdist.linux-armv7l/wheel/./nalyst/learners/ensemble
2026-02-11T14:43:36,029   copying build/lib/nalyst/learners/ensemble/voting.py -> build/bdist.linux-armv7l/wheel/./nalyst/learners/ensemble
2026-02-11T14:43:36,032   copying build/lib/nalyst/learners/ensemble/forest.py -> build/bdist.linux-armv7l/wheel/./nalyst/learners/ensemble
2026-02-11T14:43:36,034   copying build/lib/nalyst/learners/ensemble/extra_trees.py -> build/bdist.linux-armv7l/wheel/./nalyst/learners/ensemble
2026-02-11T14:43:36,037   creating build/bdist.linux-armv7l/wheel/nalyst/learners/neighbors
2026-02-11T14:43:36,038   copying build/lib/nalyst/learners/neighbors/outlier.py -> build/bdist.linux-armv7l/wheel/./nalyst/learners/neighbors
2026-02-11T14:43:36,040   copying build/lib/nalyst/learners/neighbors/base.py -> build/bdist.linux-armv7l/wheel/./nalyst/learners/neighbors
2026-02-11T14:43:36,043   copying build/lib/nalyst/learners/neighbors/classification.py -> build/bdist.linux-armv7l/wheel/./nalyst/learners/neighbors
2026-02-11T14:43:36,045   copying build/lib/nalyst/learners/neighbors/__init__.py -> build/bdist.linux-armv7l/wheel/./nalyst/learners/neighbors
2026-02-11T14:43:36,047   copying build/lib/nalyst/learners/neighbors/unsupervised.py -> build/bdist.linux-armv7l/wheel/./nalyst/learners/neighbors
2026-02-11T14:43:36,049   copying build/lib/nalyst/learners/neighbors/regression.py -> build/bdist.linux-armv7l/wheel/./nalyst/learners/neighbors
2026-02-11T14:43:36,051   creating build/bdist.linux-armv7l/wheel/nalyst/learners/trees
2026-02-11T14:43:36,052   copying build/lib/nalyst/learners/trees/decision_tree.py -> build/bdist.linux-armv7l/wheel/./nalyst/learners/trees
2026-02-11T14:43:36,055   copying build/lib/nalyst/learners/trees/__init__.py -> build/bdist.linux-armv7l/wheel/./nalyst/learners/trees
2026-02-11T14:43:36,058   creating build/bdist.linux-armv7l/wheel/nalyst/learners/linear
2026-02-11T14:43:36,059   copying build/lib/nalyst/learners/linear/base.py -> build/bdist.linux-armv7l/wheel/./nalyst/learners/linear
2026-02-11T14:43:36,061   copying build/lib/nalyst/learners/linear/classification.py -> build/bdist.linux-armv7l/wheel/./nalyst/learners/linear
2026-02-11T14:43:36,064   copying build/lib/nalyst/learners/linear/__init__.py -> build/bdist.linux-armv7l/wheel/./nalyst/learners/linear
2026-02-11T14:43:36,066   copying build/lib/nalyst/learners/linear/regression.py -> build/bdist.linux-armv7l/wheel/./nalyst/learners/linear
2026-02-11T14:43:36,069   creating build/bdist.linux-armv7l/wheel/nalyst/metrics
2026-02-11T14:43:36,070   copying build/lib/nalyst/metrics/classification.py -> build/bdist.linux-armv7l/wheel/./nalyst/metrics
2026-02-11T14:43:36,073   copying build/lib/nalyst/metrics/__init__.py -> build/bdist.linux-armv7l/wheel/./nalyst/metrics
2026-02-11T14:43:36,075   copying build/lib/nalyst/metrics/regression.py -> build/bdist.linux-armv7l/wheel/./nalyst/metrics
2026-02-11T14:43:36,078   copying build/lib/nalyst/metrics/clustering.py -> build/bdist.linux-armv7l/wheel/./nalyst/metrics
2026-02-11T14:43:36,081   creating build/bdist.linux-armv7l/wheel/nalyst/multiclass
2026-02-11T14:43:36,082   copying build/lib/nalyst/multiclass/__init__.py -> build/bdist.linux-armv7l/wheel/./nalyst/multiclass
2026-02-11T14:43:36,084   copying build/lib/nalyst/multiclass/ovo.py -> build/bdist.linux-armv7l/wheel/./nalyst/multiclass
2026-02-11T14:43:36,086   copying build/lib/nalyst/multiclass/ovr.py -> build/bdist.linux-armv7l/wheel/./nalyst/multiclass
2026-02-11T14:43:36,088   copying build/lib/nalyst/multiclass/output_code.py -> build/bdist.linux-armv7l/wheel/./nalyst/multiclass
2026-02-11T14:43:36,090   running install_egg_info
2026-02-11T14:43:36,095   Copying nalyst.egg-info to build/bdist.linux-armv7l/wheel/./nalyst-2.1.1-py3.11.egg-info
2026-02-11T14:43:36,105   running install_scripts
2026-02-11T14:43:36,115   creating build/bdist.linux-armv7l/wheel/nalyst-2.1.1.dist-info/WHEEL
2026-02-11T14:43:36,118   creating '/tmp/pip-wheel-6oq2vsw7/.tmp-uepptc4e/nalyst-2.1.1-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it
2026-02-11T14:43:36,121   adding 'nalyst/__init__.py'
2026-02-11T14:43:36,122   adding 'nalyst/exceptions.py'
2026-02-11T14:43:36,124   adding 'nalyst/automl/__init__.py'
2026-02-11T14:43:36,126   adding 'nalyst/automl/classification.py'
2026-02-11T14:43:36,128   adding 'nalyst/automl/experiment.py'
2026-02-11T14:43:36,130   adding 'nalyst/automl/regression.py'
2026-02-11T14:43:36,132   adding 'nalyst/automl/tuning.py'
2026-02-11T14:43:36,134   adding 'nalyst/calibration/__init__.py'
2026-02-11T14:43:36,136   adding 'nalyst/calibration/calibrators.py'
2026-02-11T14:43:36,137   adding 'nalyst/calibration/curves.py'
2026-02-11T14:43:36,139   adding 'nalyst/clustering/__init__.py'
2026-02-11T14:43:36,141   adding 'nalyst/clustering/density.py'
2026-02-11T14:43:36,143   adding 'nalyst/clustering/extra.py'
2026-02-11T14:43:36,145   adding 'nalyst/clustering/hierarchical.py'
2026-02-11T14:43:36,147   adding 'nalyst/clustering/kmeans.py'
2026-02-11T14:43:36,149   adding 'nalyst/clustering/spectral.py'
2026-02-11T14:43:36,151   adding 'nalyst/core/__init__.py'
2026-02-11T14:43:36,153   adding 'nalyst/core/foundation.py'
2026-02-11T14:43:36,155   adding 'nalyst/core/settings.py'
2026-02-11T14:43:36,157   adding 'nalyst/core/tags.py'
2026-02-11T14:43:36,159   adding 'nalyst/core/validation.py'
2026-02-11T14:43:36,161   adding 'nalyst/covariance/__init__.py'
2026-02-11T14:43:36,162   adding 'nalyst/covariance/empirical.py'
2026-02-11T14:43:36,164   adding 'nalyst/covariance/robust.py'
2026-02-11T14:43:36,165   adding 'nalyst/covariance/shrunk.py'
2026-02-11T14:43:36,167   adding 'nalyst/datasets/__init__.py'
2026-02-11T14:43:36,169   adding 'nalyst/datasets/base.py'
2026-02-11T14:43:36,171   adding 'nalyst/datasets/generators.py'
2026-02-11T14:43:36,174   adding 'nalyst/datasets/loaders.py'
2026-02-11T14:43:36,175   adding 'nalyst/diagnostics/__init__.py'
2026-02-11T14:43:36,177   adding 'nalyst/diagnostics/autocorrelation.py'
2026-02-11T14:43:36,179   adding 'nalyst/diagnostics/heteroscedasticity.py'
2026-02-11T14:43:36,180   adding 'nalyst/diagnostics/multicollinearity.py'
2026-02-11T14:43:36,182   adding 'nalyst/diagnostics/residuals.py'
2026-02-11T14:43:36,183   adding 'nalyst/diagnostics/specification.py'
2026-02-11T14:43:36,185   adding 'nalyst/discriminant/__init__.py'
2026-02-11T14:43:36,187   adding 'nalyst/discriminant/lda.py'
2026-02-11T14:43:36,188   adding 'nalyst/discriminant/qda.py'
2026-02-11T14:43:36,190   adding 'nalyst/evaluation/__init__.py'
2026-02-11T14:43:36,192   adding 'nalyst/evaluation/search.py'
2026-02-11T14:43:36,194   adding 'nalyst/evaluation/splitting.py'
2026-02-11T14:43:36,196   adding 'nalyst/evaluation/validation.py'
2026-02-11T14:43:36,198   adding 'nalyst/explainability/__init__.py'
2026-02-11T14:43:36,199   adding 'nalyst/explainability/feature_importance.py'
2026-02-11T14:43:36,201   adding 'nalyst/explainability/lime_explain.py'
2026-02-11T14:43:36,204   adding 'nalyst/explainability/shap_explain.py'
2026-02-11T14:43:36,206   adding 'nalyst/gam/__init__.py'
2026-02-11T14:43:36,208   adding 'nalyst/gam/core.py'
2026-02-11T14:43:36,210   adding 'nalyst/gam/terms.py'
2026-02-11T14:43:36,212   adding 'nalyst/gaussian_process/__init__.py'
2026-02-11T14:43:36,214   adding 'nalyst/gaussian_process/gpc.py'
2026-02-11T14:43:36,216   adding 'nalyst/gaussian_process/gpr.py'
2026-02-11T14:43:36,218   adding 'nalyst/gaussian_process/kernels.py'
2026-02-11T14:43:36,219   adding 'nalyst/glm/__init__.py'
2026-02-11T14:43:36,221   adding 'nalyst/glm/families.py'
2026-02-11T14:43:36,223   adding 'nalyst/glm/glm.py'
2026-02-11T14:43:36,224   adding 'nalyst/glm/links.py'
2026-02-11T14:43:36,226   adding 'nalyst/imbalance/__init__.py'
2026-02-11T14:43:36,227   adding 'nalyst/imbalance/combined.py'
2026-02-11T14:43:36,229   adding 'nalyst/imbalance/oversampling.py'
2026-02-11T14:43:36,231   adding 'nalyst/imbalance/undersampling.py'
2026-02-11T14:43:36,232   adding 'nalyst/inspection/__init__.py'
2026-02-11T14:43:36,234   adding 'nalyst/inspection/importance.py'
2026-02-11T14:43:36,235   adding 'nalyst/inspection/partial_dependence.py'
2026-02-11T14:43:36,237   adding 'nalyst/learners/__init__.py'
2026-02-11T14:43:36,239   adding 'nalyst/learners/ensemble/__init__.py'
2026-02-11T14:43:36,240   adding 'nalyst/learners/ensemble/bagging.py'
2026-02-11T14:43:36,243   adding 'nalyst/learners/ensemble/boosting.py'
2026-02-11T14:43:36,245   adding 'nalyst/learners/ensemble/extra_trees.py'
2026-02-11T14:43:36,248   adding 'nalyst/learners/ensemble/forest.py'
2026-02-11T14:43:36,249   adding 'nalyst/learners/ensemble/isolation.py'
2026-02-11T14:43:36,252   adding 'nalyst/learners/ensemble/voting.py'
2026-02-11T14:43:36,254   adding 'nalyst/learners/linear/__init__.py'
2026-02-11T14:43:36,255   adding 'nalyst/learners/linear/base.py'
2026-02-11T14:43:36,259   adding 'nalyst/learners/linear/classification.py'
2026-02-11T14:43:36,261   adding 'nalyst/learners/linear/regression.py'
2026-02-11T14:43:36,262   adding 'nalyst/learners/naive_bayes/__init__.py'
2026-02-11T14:43:36,264   adding 'nalyst/learners/naive_bayes/bernoulli.py'
2026-02-11T14:43:36,266   adding 'nalyst/learners/naive_bayes/categorical.py'
2026-02-11T14:43:36,267   adding 'nalyst/learners/naive_bayes/complement.py'
2026-02-11T14:43:36,269   adding 'nalyst/learners/naive_bayes/gaussian.py'
2026-02-11T14:43:36,270   adding 'nalyst/learners/naive_bayes/multinomial.py'
2026-02-11T14:43:36,272   adding 'nalyst/learners/neighbors/__init__.py'
2026-02-11T14:43:36,274   adding 'nalyst/learners/neighbors/base.py'
2026-02-11T14:43:36,275   adding 'nalyst/learners/neighbors/classification.py'
2026-02-11T14:43:36,277   adding 'nalyst/learners/neighbors/outlier.py'
2026-02-11T14:43:36,279   adding 'nalyst/learners/neighbors/regression.py'
2026-02-11T14:43:36,280   adding 'nalyst/learners/neighbors/unsupervised.py'
2026-02-11T14:43:36,282   adding 'nalyst/learners/neural/__init__.py'
2026-02-11T14:43:36,285   adding 'nalyst/learners/neural/mlp.py'
2026-02-11T14:43:36,287   adding 'nalyst/learners/svm/__init__.py'
2026-02-11T14:43:36,288   adding 'nalyst/learners/svm/base.py'
2026-02-11T14:43:36,291   adding 'nalyst/learners/svm/classification.py'
2026-02-11T14:43:36,292   adding 'nalyst/learners/svm/outlier.py'
2026-02-11T14:43:36,294   adding 'nalyst/learners/svm/regression.py'
2026-02-11T14:43:36,296   adding 'nalyst/learners/trees/__init__.py'
2026-02-11T14:43:36,299   adding 'nalyst/learners/trees/decision_tree.py'
2026-02-11T14:43:36,301   adding 'nalyst/manifold/__init__.py'
2026-02-11T14:43:36,302   adding 'nalyst/manifold/isomap.py'
2026-02-11T14:43:36,304   adding 'nalyst/manifold/lle.py'
2026-02-11T14:43:36,305   adding 'nalyst/manifold/mds.py'
2026-02-11T14:43:36,307   adding 'nalyst/manifold/spectral.py'
2026-02-11T14:43:36,308   adding 'nalyst/manifold/tsne.py'
2026-02-11T14:43:36,310   adding 'nalyst/metrics/__init__.py'
2026-02-11T14:43:36,313   adding 'nalyst/metrics/classification.py'
2026-02-11T14:43:36,315   adding 'nalyst/metrics/clustering.py'
2026-02-11T14:43:36,317   adding 'nalyst/metrics/regression.py'
2026-02-11T14:43:36,319   adding 'nalyst/multiclass/__init__.py'
2026-02-11T14:43:36,320   adding 'nalyst/multiclass/output_code.py'
2026-02-11T14:43:36,322   adding 'nalyst/multiclass/ovo.py'
2026-02-11T14:43:36,323   adding 'nalyst/multiclass/ovr.py'
2026-02-11T14:43:36,325   adding 'nalyst/nn/__init__.py'
2026-02-11T14:43:36,327   adding 'nalyst/nn/data.py'
2026-02-11T14:43:36,330   adding 'nalyst/nn/functional.py'
2026-02-11T14:43:36,331   adding 'nalyst/nn/init.py'
2026-02-11T14:43:36,334   adding 'nalyst/nn/loss.py'
2026-02-11T14:43:36,336   adding 'nalyst/nn/models.py'
2026-02-11T14:43:36,339   adding 'nalyst/nn/module.py'
2026-02-11T14:43:36,340   adding 'nalyst/nn/parameter.py'
2026-02-11T14:43:36,343   adding 'nalyst/nn/tensor.py'
2026-02-11T14:43:36,345   adding 'nalyst/nn/utils.py'
2026-02-11T14:43:36,347   adding 'nalyst/nn/layers/__init__.py'
2026-02-11T14:43:36,348   adding 'nalyst/nn/layers/activation.py'
2026-02-11T14:43:36,350   adding 'nalyst/nn/layers/attention.py'
2026-02-11T14:43:36,352   adding 'nalyst/nn/layers/conv.py'
2026-02-11T14:43:36,354   adding 'nalyst/nn/layers/dropout.py'
2026-02-11T14:43:36,355   adding 'nalyst/nn/layers/embedding.py'
2026-02-11T14:43:36,357   adding 'nalyst/nn/layers/linear.py'
2026-02-11T14:43:36,358   adding 'nalyst/nn/layers/normalization.py'
2026-02-11T14:43:36,360   adding 'nalyst/nn/layers/pooling.py'
2026-02-11T14:43:36,362   adding 'nalyst/nn/layers/recurrent.py'
2026-02-11T14:43:36,363   adding 'nalyst/nn/layers/reshape.py'
2026-02-11T14:43:36,365   adding 'nalyst/nn/optim/__init__.py'
2026-02-11T14:43:36,366   adding 'nalyst/nn/optim/adagrad.py'
2026-02-11T14:43:36,368   adding 'nalyst/nn/optim/adam.py'
2026-02-11T14:43:36,369   adding 'nalyst/nn/optim/lr_scheduler.py'
2026-02-11T14:43:36,371   adding 'nalyst/nn/optim/optimizer.py'
2026-02-11T14:43:36,372   adding 'nalyst/nn/optim/rmsprop.py'
2026-02-11T14:43:36,373   adding 'nalyst/nn/optim/sgd.py'
2026-02-11T14:43:36,375   adding 'nalyst/nonparametric/__init__.py'
2026-02-11T14:43:36,377   adding 'nalyst/nonparametric/kde.py'
2026-02-11T14:43:36,378   adding 'nalyst/nonparametric/kernel_regression.py'
2026-02-11T14:43:36,380   adding 'nalyst/nonparametric/lowess.py'
2026-02-11T14:43:36,381   adding 'nalyst/quantile/__init__.py'
2026-02-11T14:43:36,383   adding 'nalyst/quantile/regression.py'
2026-02-11T14:43:36,385   adding 'nalyst/reduction/__init__.py'
2026-02-11T14:43:36,387   adding 'nalyst/reduction/factor.py'
2026-02-11T14:43:36,389   adding 'nalyst/reduction/ica.py'
2026-02-11T14:43:36,390   adding 'nalyst/reduction/lda.py'
2026-02-11T14:43:36,392   adding 'nalyst/reduction/nmf.py'
2026-02-11T14:43:36,395   adding 'nalyst/reduction/pca.py'
2026-02-11T14:43:36,396   adding 'nalyst/reduction/svd.py'
2026-02-11T14:43:36,398   adding 'nalyst/robust/__init__.py'
2026-02-11T14:43:36,400   adding 'nalyst/robust/m_estimators.py'
2026-02-11T14:43:36,402   adding 'nalyst/robust/rlm.py'
2026-02-11T14:43:36,404   adding 'nalyst/selection/__init__.py'
2026-02-11T14:43:36,405   adding 'nalyst/selection/model_based.py'
2026-02-11T14:43:36,407   adding 'nalyst/selection/rfe.py'
2026-02-11T14:43:36,408   adding 'nalyst/selection/score_functions.py'
2026-02-11T14:43:36,410   adding 'nalyst/selection/sequential.py'
2026-02-11T14:43:36,412   adding 'nalyst/selection/univariate.py'
2026-02-11T14:43:36,413   adding 'nalyst/selection/variance.py'
2026-02-11T14:43:36,415   adding 'nalyst/semi_supervised/__init__.py'
2026-02-11T14:43:36,416   adding 'nalyst/semi_supervised/label_propagation.py'
2026-02-11T14:43:36,418   adding 'nalyst/semi_supervised/self_training.py'
2026-02-11T14:43:36,420   adding 'nalyst/stats/__init__.py'
2026-02-11T14:43:36,421   adding 'nalyst/stats/anova.py'
2026-02-11T14:43:36,423   adding 'nalyst/stats/contingency.py'
2026-02-11T14:43:36,425   adding 'nalyst/stats/correlation.py'
2026-02-11T14:43:36,426   adding 'nalyst/stats/hypothesis.py'
2026-02-11T14:43:36,428   adding 'nalyst/stats/multiple.py'
2026-02-11T14:43:36,429   adding 'nalyst/stats/nonparametric.py'
2026-02-11T14:43:36,431   adding 'nalyst/stats/normality.py'
2026-02-11T14:43:36,433   adding 'nalyst/stats/power.py'
2026-02-11T14:43:36,435   adding 'nalyst/survival/__init__.py'
2026-02-11T14:43:36,437   adding 'nalyst/survival/cox.py'
2026-02-11T14:43:36,438   adding 'nalyst/survival/kaplan_meier.py'
2026-02-11T14:43:36,440   adding 'nalyst/survival/parametric.py'
2026-02-11T14:43:36,442   adding 'nalyst/survival/tests.py'
2026-02-11T14:43:36,444   adding 'nalyst/timeseries/__init__.py'
2026-02-11T14:43:36,446   adding 'nalyst/timeseries/arima.py'
2026-02-11T14:43:36,447   adding 'nalyst/timeseries/autocorrelation.py'
2026-02-11T14:43:36,449   adding 'nalyst/timeseries/decomposition.py'
2026-02-11T14:43:36,451   adding 'nalyst/timeseries/exponential.py'
2026-02-11T14:43:36,453   adding 'nalyst/timeseries/stationarity.py'
2026-02-11T14:43:36,455   adding 'nalyst/timeseries/var.py'
2026-02-11T14:43:36,456   adding 'nalyst/transform/__init__.py'
2026-02-11T14:43:36,458   adding 'nalyst/transform/discretization.py'
2026-02-11T14:43:36,460   adding 'nalyst/transform/encoding.py'
2026-02-11T14:43:36,462   adding 'nalyst/transform/imputation.py'
2026-02-11T14:43:36,463   adding 'nalyst/transform/scaling.py'
2026-02-11T14:43:36,465   adding 'nalyst/utils/__init__.py'
2026-02-11T14:43:36,467   adding 'nalyst/utils/formatting.py'
2026-02-11T14:43:36,468   adding 'nalyst/utils/info.py'
2026-02-11T14:43:36,470   adding 'nalyst/workflow/__init__.py'
2026-02-11T14:43:36,471   adding 'nalyst/workflow/column_transformer.py'
2026-02-11T14:43:36,473   adding 'nalyst/workflow/function_transformer.py'
2026-02-11T14:43:36,475   adding 'nalyst/workflow/pipeline.py'
2026-02-11T14:43:36,476   adding 'nalyst/workflow/union.py'
2026-02-11T14:43:36,479   adding 'nalyst-2.1.1.dist-info/licenses/LICENSE'
2026-02-11T14:43:36,482   adding 'nalyst-2.1.1.dist-info/METADATA'
2026-02-11T14:43:36,484   adding 'nalyst-2.1.1.dist-info/WHEEL'
2026-02-11T14:43:36,484   adding 'nalyst-2.1.1.dist-info/top_level.txt'
2026-02-11T14:43:36,488   adding 'nalyst-2.1.1.dist-info/RECORD'
2026-02-11T14:43:36,495   removing build/bdist.linux-armv7l/wheel
2026-02-11T14:43:36,644   Building wheel for nalyst (pyproject.toml): finished with status 'done'
2026-02-11T14:43:36,656   Created wheel for nalyst: filename=nalyst-2.1.1-py3-none-any.whl size=436774 sha256=e167e17c44a13eb59549cb2df059ac88fdd41aa18a79d8b927406d2126e34449
2026-02-11T14:43:36,657   Stored in directory: /tmp/pip-ephem-wheel-cache-s9zgkjx8/wheels/7c/32/39/ba513cf4abb7da23e2c1b5b6411298e0f8161321ce153847ac
2026-02-11T14:43:36,678 Successfully built nalyst
2026-02-11T14:43:36,694 Removed build tracker: '/tmp/pip-build-tracker-_qc1ztto'