Update kneighbors_graph()
Add n_job attribute.
Update Isomap
Add n_job attribute to Isomap.__init__ method.
Conform isomap.py to pep8.
Conform graph.py to pep8.
Update dbscan_.py
Add n_jobs parameter to dbscan function and DBSCAN.__init__ method.
Refactor DBSCAN.__init__ documentation.
Update mean_shift_.py
Add n_jobs parameter to estimate_bandwidth function.
Propagate existing n_jobs parameter in mean_shift to estimate_bandwidth and NearestNeighbors.
Conform mean_shift_.py to pep8.
Conform locally_linear.py to pep8.
Add n_jobs parameter to SpectralClustering.__init__ method.
Add n_jobs parameter to SpectralEmbedding.__init__ method.
Update usage of barycenter_kneighbors_graph function.
Conform spectral_embedding_.py to pep8.
Update label_propagation.py
Conform to pep8.
Refactor imports.
Add n_jobs parameter to LabelSpreading.__init__ method.
Update dbscan function call.
Remove n_jobs argument from dbscan call, as it is already being given by self.get_params().
Add n_jobs parameter to KernelPCA.__init__ method.
Update KernelPCA construction in Isomap.
Remove unnecessary parentesis in isomap.py:211,29.
Update docs: pipeline.rst
Revert "Fix n_jobs usage"
This reverts commit 9480630a69bbb68b01d1176d476222fc665cdd1e.
Fix usage of n_jobs property in Isomap
Passing 1D arrays to check_array, without setting `ensure_2d` to false now
raises a deprecation warning before reshaping it. This will later throw an
error.
All Scaler classes also throw warnings when 1D arrays are passed.
All unit tests/doctests are modified to ensure that no 1D arrays are passed,
except in explicit 1D array tests where the warnings have been silenced.
Additional tests are also included which check for different 1D array cases.
2D array tests with one samples and one features are also added and where
they failed, `check_array` call has been modified to give a more useful error
message
DOC max_iterations -> max_iter. Make it consistent with kmeans
MAINT Replace the deprecated dx parameter with d in the docstrings
MAINT Deprecation warning for max_iterations parameter.
ldavid