* ENH iForest - expose warm_start (#13451)
* Incorporates comments from PR #13496
* versionadded=0.21
* adition in whatsnew
* test using iris dataset
* Update sklearn/ensemble/tests/test_iforest.py
smaller dataset for testing
Co-Authored-By: petibear <40757147+petibear@users.noreply.github.com>
* Trigger CI
* Corrected the PR reference
* doc entry on warm_start + renamed the test
* Corrections in the doc example
* comments made inline in the doc example
* Fix for sphinx-gallery 0.3.1.
Figure numbering have been changed to ignore matplotlib figure number.
* Use circleci/3.6 image.
This docker image uses Debian stretch and fixes the problems seen with apt-get update with Debian jessie.
* Install additional fonts.
Seems to be needed to convert doc/images/iris.svg.
* Another missed example using figure number 0.
[doc build]
* 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.
Joel Nothman
Hanmin Qin