* ENH Pipeline can now be sliced or indexed
* Additional assertion imports for testing
* DOC Documentation and example for Pipeline slicing
* FIX put doctest lines in correct order
* DOC improve compose Pipeline docs
* Fix doctest
* Fix merge error
* DOCs improved after Alex's comments
* This is not the right place to change to LinearSVC
* missed one
* DOC add what's new
* Fix doctest
* doctest tweaks
Co-Authored-By: jnothman <joel.nothman@gmail.com>
* doctest tweaks
Co-Authored-By: jnothman <joel.nothman@gmail.com>
* doctest tweaks
Co-Authored-By: jnothman <joel.nothman@gmail.com>
* fix doctests
* Correct step name
* Update doc/whats_new/v0.21.rst
Co-Authored-By: jnothman <joel.nothman@gmail.com>
* add extract method parameter
* change fancy to sqlnk
* test for invalid extract_method value
* test easy dbscan
* pep8
* add extract_sqlnk
* mention which parameter is used for which extact method
* add tests for extract methods with no params given
* Add the reference for the SQLNK method.
* make extract_optics_dbscan and extract_optics_sqlnk public
* fix references, sync docstrings
* fix more morege conflicts
* reorganize the code and get it closer to what we want
* pep8
* remove sqlnk, make compute_optics_graph public
* pep8
* remove unused reference
* make tests pass
* fix docstrings
* fix removal of removed parameter
* add back min_cluster size, xi needs it
* pep8
* fix docstring issue
* address Hanmin's comments
* remove core_sample_indices_
* fix comment
* pep8
* apply comments, remove example
* add public functions to classes.rst and __init__
* address Joel's comments
* unit test for _ovr_decision_function
* sigmoid scale
* error on subset test
* clearer comment on test
* new scaling function forget sigmoid
* remove exception in subset check for SVC decision_function
* add comment and update whats_new
* update comment
* change test for float imprecision
* use 1/3 instead of 1/2
* merge conflict error
* flake8 correction and assert_true replacement
* better comment
* refer to public functions
* remove reference to private function
* rst dots
* change fix comments
* Delete wrapper function optics around OPTICS
optics () is a simple wrapper around the OPTICS class which instantiates the
class and calls fit. This wrapper exists for DBSCAN or K-Means but not for all
clustering methods. For code homogeneity, I am deleting this function.
* delete optics wrapper from cluster module list
Previous commit forgot to delete the optics wrapper from the cluster module
list. So the test testing the presence of modules failed.
* add pprint for estimators
* strip color from length, add color option
* Minor cleaning, fixes, factoring and docs
* Added some basic tests
* Fixed line length issue
* fixed flake8 and added visual test for review
* Fixed test
* Fixed Python 2 issues (inspect.signature import)
* Trying to fix flake8 again
* Added special repr for functions
* Added some other visual tests
* Changed _format_function in to _format_callable
because callable() returns True also for class objects (which we want to
reprensent with their name as well anyway)
* Consistent output in Python 2 and 3
* WIP
* Now using the builtin pprint module
* pep8
* Added changed_only param
* Fixed printing when string would fit in less than line width
* Fixed printing of steps parameter
* Fixed changed_only param for short estimators
* fixed pep8
* Added some more description in docstring
* changed_only is now an option from set_config()
* Put _pprint.py into sklearn/utils, added tests
* Added doctest NORMALIZE_WHITESPACE where needed
* Fixed tests
* fix test-doc
* fixing test that passed before....
* Fixed tests
* Added test for changed_only and long lines
* typo
* Added authors names
* Added license file
* Added ellipsis based on number of elements in sequence + added increasinly aggressive repr strategies
* Updated whatsnew
* dont use increaingly aggressive strategy
* Fixed tests
* Removed LICENSE file and put license text in _pprint.py
* fixed test_base
* Sorted parameters dictionary for consistent output in 3.5
* Actually using OrderedDict...
* Addressed comments
* Added test for NaN changed parameter
* Update whatsnew
* Added example to set_config()
* Removed example
* Added example in gallery
* Spelling
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Closes#12798
#### What does this implement/fix? Explain your changes.
This PR deprecates the use of `logistic_regression_path` and makes it private.
#### Any other comments?
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Joel Nothman
Hanmin Qin