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:
* a7f3e553181779789a7807fdc41327dc8e5562e3 disallow scipy >=1.6, allow pandas 1.2.*, prefer joblib 1.0.* (100)
* 8a238299dad921361b6acbe58b36cc28f968df87 sklearn 0.24 currently not supported (99)
* b36076bc541fd0ed7cf7b120475f558b135e40b3 import from numpy.testing instead of sklearn.utils.testing (98)
* 32d04ace139d0efdcdf6cdbd878f0bc33314c248 Bugfix/python3.9 compatibility (96)
* 841edfcd8b0e658f1086da5c0142c43ad0740d66 Documentation improvements (92)
* f6d683e76a0e2f98029442cb8d3fca7ded875d18 restore unconstr build (95)
* cd11d6f87a25df430921c43d74f5e765c2ab36ce Bugfix/pipeline fixes (94)
* 1c5c5f82729f27a83e738b2f25b13b59bd7837bc fix sklearn links (91)
* 263daa679980076fadfc4c4303702ac19ebc3f21 add 'return' after referencing an estimator method from a DF class (90)
* 1c237996570344543a747e3f62356dee15f667db rename type variables for methods' "self" arguments to T_Self (89)
<details><summary><b>See More</b></summary>
* be134dfcd3c37800cdce345b3197b9e5977599aa doc cleanup (88)
* 3120e5d41b865c8b4882845dfa6285412cdda1d5 Update issue templates (86)
* 87d861423e9a86254718bf8fd55760695ba7d93b Doc/tabs to spaces (85)
* e9f1a2e5b334e202c87b0140babfe67b92c8c204 minor code tweaks to eliminate IDE warnings (84)
* 85a56411b993321369ff9e6668e883363051200a remove trailing backslashes in docstrings: not needed in canonical ReST (83)
* 83005f5c958a84b899cca8e493d45d3a72ebb6f0 fix docstrings (82)
* 1f9c2c5131e3072938a56ab1fce1bb3c726874ee updates to development guidelines (81)
* 0600e2f4c0aa2e3f1812639ea51a78d28122f3ac add API landing rst to documentation guide (80)
* 133b95049fb16eb888b70145718b8d3e5647fd0e reformat api preamble (79)
* 1881828a1d13a1a0535baa3e1b7806f88a63a243 GitHub release pipeline (73)
* 1af673cc7551eaa5be3de65b3f74d8fbff4a618c revise doc build documentation (77)
* f3b2166e508bc4b97749e020d47922a2a88a0080 replace raw html (78)
* a0b982ee8686dcaab47288e9c3cd3441a5f72047 add nb download icon (76)
* 60cca8ce744dd337d0c3b2adf9065fabb1c8f1dd implement flexible get started (75)
* e632d086ec2b19657314290e2488ed35c1971983 remove local path setting from tutorial notebooks (74)
* f5b042a8349ba8ab6060a2fe3f57c6c52159cfe7 update notebook links for tutorials page in docs (70)
* eece0b30d02ee5778b211a968fc6c66d9dfe71cf add azure badge links and update conda install instructions (69)
* 37770e94c7d5e2978c56fdc88db4695dc01c4d18 Add automatic docs deployment to GitHub Pages (67)
* ed3d4481c8ea51ff41ad8d6f441c0fef90d93785 add trove classifiers to pypi metadata (65)
* 715fde6a5ee31aa085407a7481e03db048d966a5 add package badges to readme (68)
* 0085180abb3b4b15783e0352bd9ca0df87ddc979 bugfix add missing requirement packaging (66)
* aa690a4a66d9ca00976462e9949cb139facc1ce9 Bugfix/remove sgd regressor warning (64)
* 9111c65c9b61e57c30c298c684a11f87ce9695ea make sklearndf italic and remove index from doc build (63)
* 2db6ee1a0c7f2d67b854dabcb252ba5d0b7e60d9 update pypi and conda package build metadata (62)
* dba063cfed875f3404cb5957df3eb8781440e036 build: set same pipeline triggers as used for pytools (61)
* 1aedddfe30ed05f37c649f591769a97a25cfd246 remove breaks in bullet list for proper rendering (60)
* 01b44cc2a39084ddc32c4fcb5a9f2d5346939e4a minor readme updates to align formatting with facet readme (59)
* 57aacabf20297a09ab86f27b30696935728cb6b0 update channel for conda install (58)
* dee92cf95d2e588ac471d1653ab28b7e5d3449e2 change distribution/package name to sklearndf (57)
* c741458e1f97f3253ca4e21aa858b154ba7f7167 Feature/build/rework sklearndf build (54)
* 4c62f3423ad2f90ac5b0b63537619d37e92b7f12 simplify the logo banners on documentation landing pages (56)
* 04801254c983259a77e285416a50f55d682b1324 Apply ReadMe extensions from facet repo (55)
* d8c42b1aa928fcc3356061b4d323c0544259ef41 Fix the typo in "preprocessing" in the ReadMe (53)
* 5e9bd5b41f7ee0ac87c1a790c7c950b9517d42dc Move to Python make script and link version strings (51)
* 5a8137335d31e507736c1fe7e9835e4c7ee6b83b Update PyCharm configuration, incl. newly introduced PyCharm features (52)
* 666c898fd1571078bad2c7c447791a05c5a1a4d6 Add FACET team email in the sklearndf FAQ (49)
* e228fbb91640ba2fed13b592e5db46abc1b4f6af replace deprecated imports from pandas.util.testing with pandas.testing (50)
* 5ed60928fa505d8bcde39c3e01a67358a5c743c2 minor updates to tutorials and readme for api changes (48)
* 04ca01c31191a34a018f176a063cb718b13c15d1 Rename attributes 'feature_…_' to 'feature_names_…_' (46)
* c322f21449b44c5a2bc422af25f5d97c3daf5421 add initial gitbadges faq and correct typos (45)
* 80ebb5ea89b6aa54ff2ce4c325a53853aa2558e9 fix a comment in function test_regression_pipeline_df (47)
* cbdc5d1ff64621d96cdab7ab79c5c0ec047097a1 Update flake8 pre-commit to use local configs (43)
* 2e595d1aef43f4eef9899dd15930ad415da803a8 commit cell output from the jupyter notebook tutorial used in documentation
* d0fba471df8d2201985c553b63bea87f6e6cc71a update sklearndf sphinx build for new build process (41)
* a9bf4e53c9d747c6d02faf14e2d44e1ae0100462 Strengthen pre-commit checks (40)
* 55cc81b76ddc5b1d95705c78bf8db35101ea66a4 Remove forward slash at end of sklearndf git_url so build works on windows (39)
* 231d2e11a128a8d9056df34c0b1c617d94863651 Update CI pipeline configuration (avoid black/flake8 conflicts; report failed unit test) (38)
* ff0534ee88a157ab43be3e10a744394555fecfc4 Add code checks to the CI pipeline: isort, black, flake (37)
* 0a9d5bfac6f45367d085f14a4cd301e8e48ef12d replace wildcard imports with explicit import statements; upgrade black to v20.8b1 (36)
* 43ebcf854cce80f78f6f9fb7ddbeb201beb34b67 update conditional build logic depending on target branch and scheduling (34)
* 81adae13c1acd8fe3f9b564c0b45738412c6e5c4 bugfix: set sphinx parameters passed to set_config() (35)
* e50ab10ca892c0f5fdf9c776187e2949704c669e This commit corrects a typo in a line of code in the tutorial notebook (33)
* 1012076eaa7325a969447d671ebe80e07d561cd4 Share code for Sphinx make.py and conf.py across all repos (30)
* cb791cef770b8eb76f5f8bec59d9fc91b566995e reduce scope of tests in azure pipeline for develop branch (32)
* 4da18c0688558a0fcb39020074f5e9f8933a91ff exclude notebooks folder from git: content is generated during build (31)
* 266000cac5f8bce183f452abbeecef7f90276910 Bugfix: prevent duplicate occurrences of parameters in API documentation generated by sphinx (27)
* c2eb493e69e9fd8cf5c2dd64f6bd55cd10881ff5 Bugfix: rename _EstimatorPipelineDF.features_out to features_out_ (28)
* e49ab9704311972c3d49f385e9bc24949d3c52f0 Create LICENSE
* f20c2e391c5a8e38117e64d01611235e96554aff append '_' to names of properties available only after fitting (26)
* ed56d1c2bd21f91118d4a4c8eb967f133a564fab Docs/use py script for docs (25)
* c81338d888a584740462385cf5c9384b6972268c rename classes whose names start with BaseEstimator… to Estimator… (24)
* 5dfc5eb7a54d27f8d98f8e03cd1dc73d1901606b clarify scikit-learn error messages (23)
* ec8cd84df69a655e74f1a2fc1c0d63447d95078d Merge pull request 22 from BCG-Gamma/feature/sphinx_documentation
* 06aca12951df82bf44d2c8f5154d1e416d73cd76 Merge pull request 21 from BCG-Gamma/feature/docstrings
* 87ab129c12d98798b699a62dd8f9558f89174b98 fix return statement format in docstring
* 9ee075e9716669a36b217f0a742d12bba04385d1 WRAPPER: fix typo in local variable name
* 8fcb2f0e17426f04d182e0284a95d670eac7b2ed DOC: apply corrections to docstrings
* 087f363fb354ce8ac3c2964244867a87e54d0cb5 Merge branch 'develop' into feature/docstrings
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* f3b3ac4d77e5f9aab571b390075b9a275d894815 SPHINX: mark sphinx/build as excluded in PyCharm
* 2d7739eb0a14868790b7253ebaa9c51dff90dbc7 SPHINX: stop auto=generating API doc in the sphinx Makefiles
* 27c88e70efc86e07d31f1a0db16c376fc540b6e7 DOC: tweak sklearndf class hierarchy to generate clean documentation
* dd311f07a9d8242023d8d4d376c8b4de21443687 SPHINX: remove redundant __all__ statements from __init__.py files
* 130ee99f5b0e34d0876f056d12b06eaa4c21683f SPHINX: no longer include native sklearn documentation in sklearndf docs
* 5a0e3c6eb6beddd2171de2854177e34327e30fea SPHINX: deactivate option show-inheritance; we generate this ourselves
* 654896a9128094dd8368e0c1c8a45dec81cec0a7 update PyCharm settings (20)
* 8eba7b9f0b427f66db1339a5c60ca9e2584f4143 Prevent sample weights from being passed to the preprocessing step of a learner pipeline (19)
* 3371ddd1f1b219e97616bb062f9266815591283c fix a typo in azure-pipelines.yml (18)
* 54e712ede4b6699e377b50671226c4439470a628 add convenience property `classes` to ClassifierDF (17)
* 6ed316c3d7c28a93b53614c543843458df3f3fad use more meaningful names for the target variables used for unit tests (16)
* 4ba8b4b91c86cf2763149ec55ce4ab56ce969c4d Merge branch 'develop' into feature/docstrings
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* e1edc34d723e6871607d8d27ee333db4434780ab document return value for method LearnerDF.fit_predict()
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* 2e4dc945f8f9fee07110e76ab4ee1c0f4846317b ENV: updates shebang line to use /sh instead of /bash
* 788752691c2262c00269d401054f0cd9b8babf30 minor corrections and revisions
* d4a78e06e225d2934d40439de6de43bc97a47f08 ENV: activate env in shell script
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* 2914d0b34375f6524a32f7a453df362c7854aa53 DOCS: update env name in contribution_guide.rst
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* 34697d157362b0b962513df66d98f3dce1b41848 set version to 1.3.0rc1
* 1752edac05dff2e9f370d5e47105f4e1d5d7fbde Merge pull request 39 from BCG/feature/sklearndf/docstrings
* ef7abfc6ad608c7c0b0a7867b04a0741847b997f Merge branch 'develop' into feature/sklearndf/docstrings
* f54928f0f9257976a56bfa3a683d3e9f22c6700e Merge pull request 36 from BCG/feature/sklearndf/enhance-imputers
* c47c4ce9da1bc43b7b7a54bc8be28ad6e84e3632 update docstring for LearnerDF.score()
* 8f1b6beb523c02336147dfb2f771aafb8182536a update docstrings in _wrapper.py
* e1f13d086d3e5d147c536516fa045db608678d42 update API and docstrings for ClassifierDF
* f2948bf5eff6a6dfdff9f3d93066c717b368d66b update docstrings for RegressorDF
* 1b523e4f071bb5cd24362518d21fd0072997cc73 document return value for LearnerDF.predict
* d971dff265110d4bb061b9b768bededf3375eed6 update docstrings for TransformerDF
* 160f0bdfa8e3ad91b7b188fa174f38743261116b unify terminology for inputs, outputs, and observations
* e95675cbf47e6ee3ea76ba24479bbbe5afcd5fe8 Update wording in class docstrings of sklearndf base classes
* d740621a3cb375a4615612ab238a5db133ec2735 update docstrings and type hints for LearnerDF
* 11e507e8587cadebd5df683b968f70414ab56f84 update introductory documentation of module sklearndf
* 6f031fa10c32fad9f4ce3de7d3e1d908aad7a137 remove "Base" prefix from the names of most abstract sklearndf classes
* d1625352d1f8ef18704979211b6bd8bbf7d26729 update type hinting in df_estimator
* c7f18052e8e74d80c80c68f394fe96b845bd7bd0 tweak BaseEstimatorDF API and update the docstrings
* 2f36c455658393fc50571a1b62a09e54922bea9a invoke super().__init__() in base estimator wrapper
* 599ad1fdbc5ca95a3f56e7fd8d6bdb397112ad9b Improve type variable definition for T_DelegateLearner
* d965c86614d2c620e4b973c3669f2d09619f5f58 Blend properties root_estimator & delegate_estimator to native_estimator
* 9921ab5656d0c117cc4cf4f045876d1ffda0b333 Replace references to _BaseEstimatorWrapperDF with BaseEstimatorDF
* 8c4d3aa7771da715d84f28faac758fcef6c339e5 make definition of Module type more specific
* 2ed45315602778a8731bc49b5f77f8f32c83be0d validate that all BaseEstimatorDF implementations subclass BaseEstimator
* ceb0e287147931a0a617dafd8a9af8e107d0b452 Merge branch 'develop' into feature/sklearndf/docstrings
* 99cd01c637c33d22a7c666c9abf6c72e9f750a72 Merge branches 'develop' and 'feature/sklearndf/enhance-imputers' of github.gamma.bcg.com:BCG/gamma-sklearndf into feature/sklearndf/enhance-imputers
* 274b86b3547ea4929b1e8dbbd37f4c85a0b07893 Merge pull request 37 from BCG/bugfix/sklearndf/tests_with_0.21
* e523a7bb88b1a224ca70c1426d1671724582fc33 Merge pull request 38 from BCG/feature/sklearndf/LGBMClassifierDF
* 863d1f3424a1eaddd62d69d02f135294ceccc910 update introductory documentation for sklearndf module
* bd57c48ddbbbed433362898bce57aa40037c2f8a implement LGBMClassifierDF alongside LGBMRegressorDF
* bf1d13b127698dfbf311f0d1e762c0eabd1440f8 make sklearndf tests run again with scikit-learn 0.21
* cbbb7bc91d6d19e9b969602f4d9f81b262f42fef remove old "not for client use" comments
* 22ef1f6f076823e21340968fe4bc04bf23ef384b Merge branches 'develop' and 'feature/sklearndf/enhance-imputers' of github.gamma.bcg.com:BCG/gamma-sklearndf into feature/sklearndf/enhance-imputers
* 85f5174367d0814a6f9e7876b8cdad02e2a66236 Merge pull request 32 from BCG/feature/sklearndf/test-sklearn-coverage
* aec68a4539dd445c6f6ce760c0a278ee317bf0b5 correctly support NaN fields in IterativeImputer
* fe71f9c7c41aff73e6379ba83ce70f6bd520b907 improved imputer support + add a test case
* 262a4f528628e005db0f7863c8708c63bb806b4c add simple test for imputers
* 05fdcb8eb0cec1e020a9f4355d2925e2d8a778fb add KNNImputerDF
* 3496e9da9c912853b1ccad8ae2510ff8d9d4cfd9 define UNSUPPORTED_SKLEARN_PACKAGES; skip cov. tests
* 91d66cdad25f947f86287e0e68bda56116c8ef5d find pipeline classes on the basis of _BaseComposition
* e46ec2ca21d59621205c2832ee12b4703c2f79c7 paramterize coverage test
* 127fd8dcc900894b189746b7885e9d2fb3256dfd improve coverage test
* 58e31065a0cd4dec1c07a84c4891b33a75b7ab9f improve to check for transfomer coverage
* ab85e3df5b029684618384966ec6f31647861dbf adapt stacking impl. to latest changes
* 4bb52ef8c12bb5eea5bc0d057b8d958892ff82c5 rename to make wrappers _ prefixed
* c32b3d8d1947bd6445d2f8b03aa263e2929c80a3 Merge branches 'develop' and 'feature/sklearndf/test-sklearn-coverage' of github.gamma.bcg.com:BCG/gamma-sklearndf into feature/sklearndf/test-sklearn-coverage
* 690e588cda656a1e998265b9c0c790c7f315f508 Merge pull request 35 from BCG/bugfix/sklearndf/from_fitted
* da392258709c625cab644aa272c215e8e31006c2 add modules for 0.22/0.23 transformers
This list of changes was [auto generated](https://dev.azure.com/gamma-facet/facet/_build/results?buildId=2307&view=logs).</details>