* Files for my dev environment with Docker
* Fixing label clamping (alpha=0 for hard clamping)
* Deprecating alpha, fixing its value to zero
* Correct way to deprecate alpha for LabelPropagation
The previous way was breaking the test
sklearn.tests.test_common.test_all_estimators
* Detailed info for LabelSpreading's alpha parameter
Based on the original paper.
* Minor changes in the deprecation message
* Improving "deprecated" doc string and raising DeprecationWarning
* Using a local "alpha" in "fit" to deprecate LabelPropagation's alpha
This solution isn't great, but it sets the correct value for alpha
without violating the restrictions imposed by the tests.
* Removal of my development files
* Using sphinx's "deprecated" tag (jnothman's suggestion)
* Deprecation warning: stating that the alpha's value will be ignored
* Use __init__ with alpha=None
* Update what's new
* Try fix RuntimeWarning in test_alpha_deprecation
* DOC Indent deprecation details
* DOC wording
* Update docs
* Change to the one true implementation.
* Add sanity-checked impl. of Label{Propagation,Spreading}
* Raise ValueError if alpha is invalid in LabelSpreading.
* Add a normalizing step before clamping to LabelPropagation.
* Fix flake8 errors.
* Remove duplicate imports.
* DOC Update What's New.
* Specify alpha's value in the error.
* Tidy up tests.
Add a test and add references, where needed.
* Add comment to non-regression test.
* Fix documentation.
* Move check for alpha into fit from __init__.
* Fix corner case of LabelSpreading with alpha=None.
* alpha -> self.variant
* Make Whats_new more explicit.
* Simplify impl. of Label{Propagation,Spreading}.
* variant -> _variant.
* DOC examples with correct notebook style
* Modifications in examples/ to avoid unwanted notebook style
* Remove last notebook style example
* Space formatting to avoid notebook style
zempleni
Hanmin Qin