Release 0.22rc3 #15714
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Release 0.22rc3 #15714
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* fix whats new link * oops fixed bracket
and OrdinalEncoder
* MNT Reorder parameters in plot_confusion_matrix * MNT Reorder parameters in plot_confusion_matrix * address comment
* documentation for random_state in forests * move note to parameter * same for RandomForestRegressor * add doc for ExtraTreesRegressor and ExtraTreesClassifier * skip line * lint * move note back to where it was * add Glossary in RandomForestRegressor * adding description for RandomTreesEmbedding * small fix * correct description for RandomTreesEmbedding
…1514) * First cut at basic single linkage internals * Refer to correct dist_metrics package * Add csgraph sparse implementation for single linkage * Add fast labelling/conversion from MST to single linkage tree; remove uneeded single_linkage.pyx file. * Ensure existing tests cover single linkage * Name cingle linkage labelling correctly. * Iterating toward correct solution. Still have to get n_clusters, compute_full_tree=False working * Get n_components correct. * Update docstrings. * Fix the parents array when we don't get the "full tree" * Add single linkage to agglomerative clustering example. * Add single linkage to digits agglomerative clustering example. * Update documentation to reflect the addition of single linkage. * Update documentation to reflect the addition of single linkage. * Pep8 fix for class declaration in cython * Fix heading in clustering docs * Update the digits clustering text to reflect the new reality. * Provide a more complete comparison of the different linkage methods, highlighting the relative strengths and weaknesses. * We don't need connectivity here, and we can ignore issues with warnings for spectral clustering. * Add an explicit test that single linkage successfully works on examples it should perform well on. * Update docs with a more complete comparison on linkage methods (scale to be determined?) * List formatting in example linkage comparison. * Flake8 fixes. * Flake8 fixes. * More Flake8 fixes. * Fix agglomerative plot example with correct subplot spec * Explicitly test linkages (including single) produce results identical to scipy.cluster.hierarchical * Fix comment on why we sort (consistency) * Make dense single linkage faster * Add docstring to new mst-linkage-core computations. * Add a test that new single linkage code matches scipy * Ensure we only attemtp this for metrics Jake implemented. * Per amueller; it's a long paper, ref the figure. * Clean up a few things. * Too many blank lines for flake8 * Bad scipy slink input * Flake8 fixes * Clean up cython a little; fix typo/carryover * Convert memoryview to numpy array on return * Just convert to the correct dtype * Update sklearn/cluster/_hierarchical.pyx Co-Authored-By: Nicolas Hug <contact@nicolas-hug.com> * Update sklearn/cluster/_hierarchical.pyx Co-Authored-By: Nicolas Hug <contact@nicolas-hug.com> * Update sklearn/cluster/_hierarchical.pyx Co-Authored-By: Nicolas Hug <contact@nicolas-hug.com> * Update sklearn/cluster/tests/test_hierarchical.py Co-Authored-By: Nicolas Hug <contact@nicolas-hug.com> * Fixes as per @NicolasHug suggestions. * Update renaming of params in test_hierarchical * Relative import? * Ah, it got renamed in master... * A bad merge on my part. * In principle this is in sklearn.neighbors now... * No; not that way... * Declare dim before use. * Update sklearn/cluster/tests/test_hierarchical.py Co-Authored-By: Nicolas Hug <contact@nicolas-hug.com> * Remaining fixes per Nicolas Hug. * Update sklearn/cluster/tests/test_hierarchical.py Co-Authored-By: Nicolas Hug <contact@nicolas-hug.com> * Fix flake8 issues. * Switch from stable to mergesort per jnotham * Update sklearn/cluster/_hierarchical.py Co-Authored-By: Nicolas Hug <contact@nicolas-hug.com> * Skip checks that are already validated. * Update docstring per Gael's suggestion * Add a benchmark script for agglomerative clustering * Fix some flake8 issues * No flake8 on the one line * Update parameters and output for benchmark hierarchical * Switch to 2D plotting for hierarchical benchmark * Wrong colormap name * Formatting fpr bench hierarchical * Add an item to WhatsNew
… RadiusNeighborsRegressor (scikit-learn#15688)
* whats_new cleanup * fix indent * reorder hgbt ones * add Guillaume to contributors and remove unnecessary entry
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wrong base branch, closing. |
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I've included the doc changes, and the ones which were suggested to be included.
The only one I was a bit surprised about is #11514 which I've included since it touches the whats_new, but it's not a very minor change.
It'd be also nice to have #15626 here.