DOC allow link embedding to proceed when web sites unavailable
Add sample_weight support to Dummy Regressor
Use np.average instead of np.mean
Update what's new: full name of Staple
DOC: fix doc inconsistency in GMM
Merge pull request #3783 from jakevdp/gmm-doc-fix

DOC: fix doc inconsistency in GMM
DOC fix Isomap docstring formatting

Fixes #3692.
bug fix for issue #3526

Some of the pairwise distances do not support the additional `squared` parameter. I suggest using `sqeuclidian` and such whenever this is required.
bug fix for t-SNE (issue #3526) with new inputs

New fix following the discussion on the previous pull request. Thanks to @jnothman,  @mblondel and others ..
Remove trailing '\' and add test
Describe default metric
ENH: Patches Nearest Centroid for metric=manhattan for sparse and dense data
FIX: Wrap csc_row_median around the _get_median imputer function
MAINT: Move _get_median into sparsefuncs to avoid circular imports
DOC: Explain why the centroid of the manhattan metric is the median
Renamed csc_row_median to csc_median_axis_0
Warning for non-euclidean and non-manhattan metrics
Sparse matrix conversion depending on the type of metric

If metric is "manhattan", then store it as csc since calculating
the median is easier.
Update what's new.rst
Merge pull request #3772 from MechCoder/manhattan_metric

[MRG+2] ENH: Patches Nearest Centroid for metric=manhattan for sparse and dense data