sklearndf 1.1.1

This is the 1.1.1 release of sklearndf.

You can upgrade your current pip installation via

pip install --upgrade sklearndf

Your conda package can be upgraded by running

conda install -c conda-forge -c bcg_gamma sklearndf

Changes:

• 08736c6 Merge pull request #179 from BCG-Gamma/dev/1.1.1
• 2d80ba1 FIX: do not test stacking estimators for sklearn<0.22
• fb880fc BUILD: change version to 1.1.1
• 3146b36 FIX: support complex DF estimators inside StackingEstimatorDF (#177)
• 85760c9 BUILD: disable nightly builds on 1.1.x branch
• b8e4535 BUILD: enable nightly builds on 1.1.x branch
• 426c4fd BUILD: update git_url path
• 439b610 Merge branch 'develop' into 1.1.x
• 5e969fb BUILD: standardize azure pipeline across BCG Gamma repos (#175)

This list of changes was auto generated.

sklearndf 1.2.0

This is the 1.2.0 release of sklearndf.

You can upgrade your current pip installation via

pip install --upgrade sklearndf

Your conda package can be upgraded by running

conda install -c conda-forge -c bcg_gamma sklearndf

Changes:

• 0fe988e Merge pull request #174 from BCG-Gamma/dev/1.2.0
• b01f06b BUILD: update version to 1.2.0
• d1d4739 Merge remote-tracking branch 'origin/release/1.2.0rc0' into 1.2.x
• ba81298 Merge branch '1.1.x' into 1.2.x
• 8d6c7d4 Merge branch 'develop' into 1.1.x
• ce8e183 BUILD: run nightly builds at 3am on 1.2.x (#173)
• 37a5dbd Merge pull request #171 from BCG-Gamma/dev/1.2.0rc0
• 272dbcc FIX: remove default maximum version from check_sklearn_version()
• 91877d3 FIX: test SequentialFeatureSelectorDF only for sklearn >= 0.24
• c365c02 FIX: restore compatibility with scikit-learn < 0.24 (#172)

See More

• 67940ae API: add support for sklearn 0.24 (#170)
• 3c3159d Update version to 1.2.0rc0
• b2b49d4 Merge branch 'develop' into 1.1.x
• c0b45dd BUILD: pin jinja2 to ~=2.11 environment.yml (#169)
• c2e7d2a BUILD: pin jinja2 to ~=2.11 to prevent incompatibility with sphinx (#168)
• fe4f758 DEV: remove unneeded typing_inspect from environment.yml (#167)
• 2c5d129 BUILD: pin Jinja2 version to <3.0 to prevent breaking the sphinx build (#166)
• 8022ff0 DOC: set doc link to point to sklearndf (#163)
• 15b2e41 Merge branch 'develop' into 1.1.x
• 4c3fe80 Merge pull request #161 from BCG-Gamma/bugfix/docs-build
• f445a45 Merge branch '1.1.x' into bugfix/docs-build
• 2703b45 Merge pull request #162 from BCG-Gamma/feature/increment-sklearndf-version
• ca72d63 increment sklearndf to 1.1.1rc0
• cc58b8f azure-pipelines.yml: add copy of old docs-versions folder
• 44af15c BUILD: update package version to 1.0.3 (#156)

This list of changes was auto generated.

sklearndf 1.2.0rc0

This is the 1.2.0rc0 release of sklearndf.

You can upgrade your current pip installation via

pip install --upgrade sklearndf

Your conda package can be upgraded by running

conda install -c conda-forge -c bcg_gamma sklearndf

Changes:

• 37a5dbd Merge pull request #171 from BCG-Gamma/dev/1.2.0rc0
• 272dbcc FIX: remove default maximum version from check_sklearn_version()
• 91877d3 FIX: test SequentialFeatureSelectorDF only for sklearn >= 0.24
• c365c02 FIX: restore compatibility with scikit-learn < 0.24 (#172)
• 67940ae API: add support for sklearn 0.24 (#170)
• 3c3159d Update version to 1.2.0rc0
• b2b49d4 Merge branch 'develop' into 1.1.x
• c0b45dd BUILD: pin jinja2 to ~=2.11 environment.yml (#169)
• c2e7d2a BUILD: pin jinja2 to ~=2.11 to prevent incompatibility with sphinx (#168)
• fe4f758 DEV: remove unneeded typing_inspect from environment.yml (#167)

See More

• 2c5d129 BUILD: pin Jinja2 version to <3.0 to prevent breaking the sphinx build (#166)
• 8022ff0 DOC: set doc link to point to sklearndf (#163)
• 15b2e41 Merge branch 'develop' into 1.1.x
• 4c3fe80 Merge pull request #161 from BCG-Gamma/bugfix/docs-build
• f445a45 Merge branch '1.1.x' into bugfix/docs-build
• 2703b45 Merge pull request #162 from BCG-Gamma/feature/increment-sklearndf-version
• ca72d63 increment sklearndf to 1.1.1rc0
• cc58b8f azure-pipelines.yml: add copy of old docs-versions folder
• 44af15c BUILD: update package version to 1.0.3 (#156)

This list of changes was auto generated.

sklearndf 1.1.0

This is the 1.1.0 release of sklearndf.

You can upgrade your current pip installation via

pip install --upgrade sklearndf

Your conda package can be upgraded by running

conda install -c conda-forge -c bcg_gamma sklearndf

Changes:

• ca3d56d Merge pull request #160 from BCG-Gamma/dev/1.1.0
• b0798c8 BUILD: prepare for sklearndf 1.1.0 release (#159)
• c9e1b1c Merge pull request #157 from BCG-Gamma/dev/1.1.0rc0
• f9ed91d BUILD: support pytools 1.1.0rc0 in min build of sklearndf (#158)
• a53840e FIX: allow imported definitions in AllTracker for sklearn wrapper classes (#154)
• 5491e1a FIX: port fix for OneHotEncoderWrapperDF to sklearn 1.1.x (#144)
• 44b0bd2 Merge branch 'develop' into 1.1.x
• e7210b8 Merge branch 'develop' into 1.1.x
• b876d70 Merge branch 'develop' into 1.1.x
• 8835b13 Merge branch 'develop' into 1.1.x

See More

• 5acf503 Merge branch 'develop' into 1.1.x
• 9063269 Merge branch 'develop' into 1.1.x
• df7e597 FIX: support "passthrough" column transformer (#140)
• 418b1bd API: remove the experimental 'shuffle_features' option (#141)
• ad5d816 Merge branch 'develop' into 1.1.x
• fb60c0a REFACTOR: rename validate_docstrings() to validate_doc() (#142)
• 75290cc TEST: add unit test for docstrings (#135)
• 0af6ba0 BUILD: change version to 1.1.0rc0 (#137)
• e4372f2 require pytools >=1.1.*
• ad36638 Merge branch 'develop' into 1.1.x
• a5bf54f Merge branch 'develop' into 1.1.x
• 3ec984d Merge branch 'develop' into 1.1.x
• 6b50954 Merge branch 'develop' into 1.1.x
• 3763eb5 Merge branch 'develop' into 1.1.x
• d0b7bc0 BUILD: allow any version of pytools 1.0 in sklearndf matrix builds (#125)
• 9ca435b Merge branch 'develop' into 1.1.x
• f3d5de3 Merge branch 'develop' into 1.1.x
• 3d840a4 Merge branch 'develop' into 1.1.x
• b959574 Merge branch 'develop' into 1.1.x
• a878c64 FIX: drop support for joblib v0.13 (#115)
• e2b8b18 BUILD: update version numbers (#116)
• 9cad716 Merge branch '1.1.x' into merge/develop_to_1.1.x
• 31c06dd REFACTOR: clean up wrapper code (#113)
• 1d40ad1 Merge branch '1.1.x' into merge/develop_to_1.1.x
• 7e22210 API: expose the sklearndf wrapper API, allowing users to create their own augmented estimators (#111)
• 844e4b4 STYLE: fix formatting
• ad9a459 Merge branch 'develop' into merge/develop_to_1.1.x
• 7b28c1a Merge branch '1.1.x' into merge/develop_to_1.1.x
• 695d977 Introduce factory functions to simplify the creation of ...DF estimators (#106)
• fbef40c Merge branch 'develop' into merge/develop_to_1.1.x
• bd82d0d rename branch 1.1 to 1.1.x (#104)
• 55f1fee update azure pipelines for 1.1 branch

This list of changes was auto generated.

sklearndf 1.1.0rc0

This is the 1.1.0rc0 release of sklearndf.

You can upgrade your current pip installation via

pip install --upgrade sklearndf

Your conda package can be upgraded by running

conda install -c conda-forge -c bcg_gamma sklearndf

Changes:

• c9e1b1c Merge pull request #157 from BCG-Gamma/dev/1.1.0rc0
• f9ed91d BUILD: support pytools 1.1.0rc0 in min build of sklearndf (#158)
• a53840e FIX: allow imported definitions in AllTracker for sklearn wrapper classes (#154)
• 5491e1a FIX: port fix for OneHotEncoderWrapperDF to sklearn 1.1.x (#144)
• 44b0bd2 Merge branch 'develop' into 1.1.x
• e7210b8 Merge branch 'develop' into 1.1.x
• b876d70 Merge branch 'develop' into 1.1.x
• 8835b13 Merge branch 'develop' into 1.1.x
• 5acf503 Merge branch 'develop' into 1.1.x
• 9063269 Merge branch 'develop' into 1.1.x

See More

• df7e597 FIX: support "passthrough" column transformer (#140)
• 418b1bd API: remove the experimental 'shuffle_features' option (#141)
• ad5d816 Merge branch 'develop' into 1.1.x
• fb60c0a REFACTOR: rename validate_docstrings() to validate_doc() (#142)
• 75290cc TEST: add unit test for docstrings (#135)
• 0af6ba0 BUILD: change version to 1.1.0rc0 (#137)
• e4372f2 require pytools >=1.1.*
• ad36638 Merge branch 'develop' into 1.1.x
• a5bf54f Merge branch 'develop' into 1.1.x
• 3ec984d Merge branch 'develop' into 1.1.x
• 6b50954 Merge branch 'develop' into 1.1.x
• 3763eb5 Merge branch 'develop' into 1.1.x
• d0b7bc0 BUILD: allow any version of pytools 1.0 in sklearndf matrix builds (#125)
• 9ca435b Merge branch 'develop' into 1.1.x
• f3d5de3 Merge branch 'develop' into 1.1.x
• 3d840a4 Merge branch 'develop' into 1.1.x
• b959574 Merge branch 'develop' into 1.1.x
• a878c64 FIX: drop support for joblib v0.13 (#115)
• e2b8b18 BUILD: update version numbers (#116)
• 9cad716 Merge branch '1.1.x' into merge/develop_to_1.1.x
• 31c06dd REFACTOR: clean up wrapper code (#113)
• 1d40ad1 Merge branch '1.1.x' into merge/develop_to_1.1.x
• 7e22210 API: expose the sklearndf wrapper API, allowing users to create their own augmented estimators (#111)
• 844e4b4 STYLE: fix formatting
• ad9a459 Merge branch 'develop' into merge/develop_to_1.1.x
• 7b28c1a Merge branch '1.1.x' into merge/develop_to_1.1.x
• 695d977 Introduce factory functions to simplify the creation of ...DF estimators (#106)
• fbef40c Merge branch 'develop' into merge/develop_to_1.1.x
• bd82d0d rename branch 1.1 to 1.1.x (#104)
• 55f1fee update azure pipelines for 1.1 branch

This list of changes was auto generated.

sklearndf 1.0.2

This is the 1.0.2 release of sklearndf.

You can upgrade your current pip installation via

pip install --upgrade sklearndf

Your conda package can be upgraded by running

conda install -c conda-forge -c bcg_gamma sklearndf

Changes:

• b756a1a Merge pull request #155 from BCG-Gamma/dev/1.0.2
• c9d6dcd BUILD: update flake8 to v3.9.0 (#153)
• 98253ac BUILD: prepare for 1.0.2 release (#152)
• bb6105b BUILD: correct the working directory & deps for PyPi upload (#151)
• aeaa191 Fix formatting
• aea2b30 Merge pull request #150 from BCG-Gamma/dev/1.0.2rc0
• 42ee889 BUILD: bugfix in azure-pipelines.yml for version check (#149)
• 8257abc DOCS: add pre-commit hook instructions to contribution guide (#147)
• 3a12d97 BUILD: set to version 1.0.2rc0 (#148)
• 5bc8fa0 TEST: run encoder test with 'if_binary' only from sklearn 0.23 (#146)

See More

• 6b25ab3 BUILD: update azure-pipelines.yml for release workflow (#145)
• 8a7dc6c DOC: add release notes for 1.0.2 (#143)
• e72166a FIX: OneHotEncoderDF bug for drop argument usage (#134)
• c95afc6 FIX: support "passthrough" column transformer (#139)
• 3e5373b BUILD: support pytools from 1.0.2rc0 (#138)
• 65dc60c FIX: downgrade scipy to 1.5.* in environment.yml (#136)
• 67d9b36 BUILD: use regular pytest & pytest-cov, run pytest nightly (#132)
• 0a88f9b DOC: restore azure pipelines badge (#131)
• 8c8f5af FIX: fix a syntax error introduced to a bash script in the pipeline (#130)
• a63370d BUILD: optimize conda build config (#129)
• 3766130 BUILD: update veracode scan version name to BuildID (#128)
• 7105525 BUILD: update environment.yml (#127)
• f9a2f07 BUILD: add support for numpy 1.20 (#126)
• ac2021c CHORE: update license copyright years (#122)
• 9a28e0d BUILD: eliminate unconstrained build from pipeline (#123)
• b6266e0 BUILD: align build requirements pyproject.toml/meta.yaml/tox.ini & across repos (#119)
• 62fbebb BUILD: do not run nightly builds on weekends (#121)
• c46f7f8 bugfix the detection of changes to build files (#120)
• 3176006 BUILD: do not build and publish documentation in nightly builds (#118)
• 7855a4a BUILD: bump version to 1.0.2 (#117)
• dc52873 add veracode static scan to nightly build pipeline (#114)
• 7a8a0f3 BUG: test for different estimator repr() depending on sklearn version (#110)
• 2c9d899 BUG: do not mirror native estimator class attributes and protected members (#108)
• c7f1434 BUG: create individual init methods per wrapped estimator (#107)
• 0577f38 update the environment.yml (#102)
• 73f18db Release/1.0.1 (#101) (#103)

This list of changes was auto generated.

sklearndf 1.0.2rc0

This is the 1.0.2rc0 release of sklearndf.

You can upgrade your current pip installation via

pip install --upgrade sklearndf

Your conda package can be upgraded by running

conda install -c conda-forge -c bcg_gamma sklearndf

Changes:

• aea2b30 Merge pull request #150 from BCG-Gamma/dev/1.0.2rc0
• 42ee889 BUILD: bugfix in azure-pipelines.yml for version check (#149)
• 8257abc DOCS: add pre-commit hook instructions to contribution guide (#147)
• 3a12d97 BUILD: set to version 1.0.2rc0 (#148)
• 5bc8fa0 TEST: run encoder test with 'if_binary' only from sklearn 0.23 (#146)
• 6b25ab3 BUILD: update azure-pipelines.yml for release workflow (#145)
• 8a7dc6c DOC: add release notes for 1.0.2 (#143)
• e72166a FIX: OneHotEncoderDF bug for drop argument usage (#134)
• c95afc6 FIX: support "passthrough" column transformer (#139)
• 3e5373b BUILD: support pytools from 1.0.2rc0 (#138)

See More

• 65dc60c FIX: downgrade scipy to 1.5.* in environment.yml (#136)
• 67d9b36 BUILD: use regular pytest & pytest-cov, run pytest nightly (#132)
• 0a88f9b DOC: restore azure pipelines badge (#131)
• 8c8f5af FIX: fix a syntax error introduced to a bash script in the pipeline (#130)
• a63370d BUILD: optimize conda build config (#129)
• 3766130 BUILD: update veracode scan version name to BuildID (#128)
• 7105525 BUILD: update environment.yml (#127)
• f9a2f07 BUILD: add support for numpy 1.20 (#126)
• ac2021c CHORE: update license copyright years (#122)
• 9a28e0d BUILD: eliminate unconstrained build from pipeline (#123)
• b6266e0 BUILD: align build requirements pyproject.toml/meta.yaml/tox.ini & across repos (#119)
• 62fbebb BUILD: do not run nightly builds on weekends (#121)
• c46f7f8 bugfix the detection of changes to build files (#120)
• 3176006 BUILD: do not build and publish documentation in nightly builds (#118)
• 7855a4a BUILD: bump version to 1.0.2 (#117)
• dc52873 add veracode static scan to nightly build pipeline (#114)
• 7a8a0f3 BUG: test for different estimator repr() depending on sklearn version (#110)
• 2c9d899 BUG: do not mirror native estimator class attributes and protected members (#108)
• c7f1434 BUG: create individual init methods per wrapped estimator (#107)
• 0577f38 update the environment.yml (#102)
• 73f18db Release/1.0.1 (#101) (#103)

This list of changes was auto generated.

sklearndf 1.0.1

This is the 1.0.1 release of sklearndf.

You can upgrade your current pip installation via

pip install --upgrade sklearndf

Your conda package can be upgraded by running

conda install -c conda-forge -c bcg_gamma sklearndf

Changes:

• a7f3e55 disallow scipy >=1.6, allow pandas 1.2., prefer joblib 1.0. (#100)
• 8a23829 sklearn 0.24 currently not supported (#99)
• b36076b import from numpy.testing instead of sklearn.utils.testing (#98)
• 32d04ac Bugfix/python3.9 compatibility (#96)
• 841edfc Documentation improvements (#92)
• f6d683e restore unconstr build (#95)
• cd11d6f Bugfix/pipeline fixes (#94)
• 1c5c5f8 fix sklearn links (#91)
• 263daa6 add 'return' after referencing an estimator method from a DF class (#90)
• 1c23799 rename type variables for methods' "self" arguments to T_Self (#89)

See More

• be134df doc cleanup (#88)
• 3120e5d Update issue templates (#86)
• 87d8614 Doc/tabs to spaces (#85)
• e9f1a2e minor code tweaks to eliminate IDE warnings (#84)
• 85a5641 remove trailing backslashes in docstrings: not needed in canonical ReST (#83)
• 83005f5 fix docstrings (#82)
• 1f9c2c5 updates to development guidelines (#81)
• 0600e2f add API landing rst to documentation guide (#80)
• 133b950 reformat api preamble (#79)
• 1881828 GitHub release pipeline (#73)
• 1af673c revise doc build documentation (#77)
• f3b2166 replace raw html (#78)
• a0b982e add nb download icon (#76)
• 60cca8c implement flexible get started (#75)
• e632d08 remove local path setting from tutorial notebooks (#74)
• f5b042a update notebook links for tutorials page in docs (#70)
• eece0b3 add azure badge links and update conda install instructions (#69)
• 37770e9 Add automatic docs deployment to GitHub Pages (#67)
• ed3d448 add trove classifiers to pypi metadata (#65)
• 715fde6 add package badges to readme (#68)
• 0085180 bugfix add missing requirement packaging (#66)
• aa690a4 Bugfix/remove sgd regressor warning (#64)
• 9111c65 make sklearndf italic and remove index from doc build (#63)
• 2db6ee1 update pypi and conda package build metadata (#62)
• dba063c build: set same pipeline triggers as used for pytools (#61)
• 1aedddf remove breaks in bullet list for proper rendering (#60)
• 01b44cc minor readme updates to align formatting with facet readme (#59)
• 57aacab update channel for conda install (#58)
• dee92cf change distribution/package name to sklearndf (#57)
• c741458 Feature/build/rework sklearndf build (#54)
• 4c62f34 simplify the logo banners on documentation landing pages (#56)
• 0480125 Apply ReadMe extensions from facet repo (#55)
• d8c42b1 Fix the typo in "preprocessing" in the ReadMe (#53)
• 5e9bd5b Move to Python make script and link version strings (#51)
• 5a81373 Update PyCharm configuration, incl. newly introduced PyCharm features (#52)
• 666c898 Add FACET team email in the sklearndf FAQ (#49)
• e228fbb replace deprecated imports from pandas.util.testing with pandas.testing (#50)
• 5ed6092 minor updates to tutorials and readme for api changes (#48)
• 04ca01c Rename attributes 'feature_…' to 'feature_names…_' (#46)
• c322f21 add initial gitbadges faq and correct typos (#45)
• 80ebb5e fix a comment in function test_regression_pipeline_df (#47)
• cbdc5d1 Update flake8 pre-commit to use local configs (#43)
• 2e595d1 commit cell output from the jupyter notebook tutorial used in documentation
• d0fba47 update sklearndf sphinx build for new build process (#41)
• a9bf4e5 Strengthen pre-commit checks (#40)
• 55cc81b Remove forward slash at end of sklearndf git_url so build works on windows (#39)
• 231d2e1 Update CI pipeline configuration (avoid black/flake8 conflicts; report failed unit test) (#38)
• ff0534e Add code checks to the CI pipeline: isort, black, flake (#37)
• 0a9d5bf replace wildcard imports with explicit import statements; upgrade black to v20.8b1 (#36)
• 43ebcf8 update conditional build logic depending on target branch and scheduling (#34)
• 81adae1 bugfix: set sphinx parameters passed to set_config() (#35)
• e50ab10 This commit corrects a typo in a line of code in the tutorial notebook (#33)
• 1012076 Share code for Sphinx make.py and conf.py across all repos (#30)
• cb791ce reduce scope of tests in azure pipeline for develop branch (#32)
• 4da18c0 exclude notebooks folder from git: content is generated during build (#31)
• 266000c Bugfix: prevent duplicate occurrences of parameters in API documentation generated by sphinx (#27)
• c2eb493 Bugfix: rename EstimatorPipelineDF.features_out to features_out (#28)
• e49ab97 Create LICENSE
• f20c2e3 append '_' to names of properties available only after fitting (#26)
• ed56d1c Docs/use py script for docs (#25)
• c81338d rename classes whose names start with BaseEstimator… to Estimator… (#24)
• 5dfc5eb clarify scikit-learn error messages (#23)
• ec8cd84 Merge pull request #22 from BCG-Gamma/feature/sphinx_documentation
• 06aca12 Merge pull request #21 from BCG-Gamma/feature/docstrings
• 87ab129 fix return statement format in docstring
• 9ee075e WRAPPER: fix typo in local variable name
• 8fcb2f0 DOC: apply corrections to docstrings
• 087f363 Merge branch 'develop' into feature/docstrings
• b002b52 SPHINX: use event callbacks from new pytools.sphinx package
• f3b3ac4 SPHINX: mark sphinx/build as excluded in PyCharm
• 2d7739e SPHINX: stop auto=generating API doc in the sphinx Makefiles
• 27c88e7 DOC: tweak sklearndf class hierarchy to generate clean documentation
• dd311f0 SPHINX: remove redundant all statements from init.py files
• 130ee99 SPHINX: no longer include native sklearn documentation in sklearndf docs
• 5a0e3c6 SPHINX: deactivate option show-inheritance; we generate this ourselves
• 654896a update PyCharm settings (#20)
• 8eba7b9 Prevent sample weights from being passed to the preprocessing step of a learner pipeline (#19)
• 3371ddd fix a typo in azure-pipelines.yml (#18)
• 54e712e add convenience property classes to ClassifierDF (#17)
• 6ed316c use more meaningful names for the target variables used for unit tests (#16)
• 4ba8b4b Merge branch 'develop' into feature/docstrings
• 33667e4 Merge pull request #15 from BCG-Gamma/feature/update_github_org
• 0094b4e CI/CD: update repositories to checkout
• 0b39b9d Merge pull request #14 from konst-int-i/feature/dev_setup
• 07d0dd7 Merge branch 'develop' into feature/dev_setup
• b0b5a73 Merge pull request #13 from konst-int-i/Docs/contribution_guidelines
• e1edc34 document return value for method LearnerDF.fit_predict()
• e4e68b2 inherit learner pipeline docstrings from superclasses
• 2e4dc94 ENV: updates shebang line to use /sh instead of /bash
• 7887526 minor corrections and revisions
• d4a78e0...