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Commits on Jan 21, 2015

• Fix error in CCA docstring.

  mblondel

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• Kernelized ridge regression -> Kernel ridge regression

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Commits on Jan 20, 2015

• remove duplicated test, probably caused by rebase issues.

  amueller

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• TST set random state in check_classifiers_train

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• Merge pull request #4076 from ragv/silhouette_plot

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• DOC Added what's new entry for silhouette plot example

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• DOC ENH Simplify the example code; Add plots for n_clusters = 3 and 5

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Commits on Jan 18, 2015

• DOC what's new on parallelism of pairwise_distances

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• Merge pull request #3850 from amueller/randomized_search_no_replacement

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• Merge pull request #4118 from jmetzen/kernel_ridge_doc

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• DOC Added kernel_ridge to classes.rst

  

  Jan Hendrik Metzen

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• Merge pull request #4117 from chyikwei/fix_import_err

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• Remove unused imports.

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• fix import error in lda.py

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• Remove singular matrix warning.

  mblondel

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• FIX KernelRidge checks if fitted before predict

  

  Jan Hendrik Metzen

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• DOC Added KernelRidge to whats_new.rst

  

  Jan Hendrik Metzen

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• TEST Use make_regression instead of make_classification when testing kernel_ridge

  

  Jan Hendrik Metzen

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• MINOR Fixed typo in test name (test_kernel_ridge_singular_kernel)

  

  Jan Hendrik Metzen

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• REFACTOR Using lstsq rather than manual pinv in _solve_cholesky_kernel

  

  Jan Hendrik Metzen

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• TEST Extending tests for kernel_ridge

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• FIX We must not use overwrite_a=True in _solve_cholesky_kernel as K might be reused

  

  Jan Hendrik Metzen

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• MISC Let sample_weight default to None

  

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• PEP8 Removing PEP8 violations in plot_kernel_ridge_regression.py

  

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• DOC Polishing doc of kernel_ridge

  

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• DOC Revised documentation of kernel ridge regression

  

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• MISC Using RandomState object instead of setting global seed

  

  Jan Hendrik Metzen

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• REFACTOR Backported changes in _solve_cholesky_kernel to ridge.py

  

  Jan Hendrik Metzen

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• FIX Allow multi-output in KernelRidge

  

  Jan Hendrik Metzen

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• FIX Input validation in fit() of KernelRidge

  

  Jan Hendrik Metzen

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• FIX Add kernel_ridge to list of all submodules

  

  Jan Hendrik Metzen

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• MISC Optimized two numpy statements in kernel_ridge.py

  

  Jan Hendrik Metzen

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• DOC Resolved minor issues in documentation of kernel_ridge

  

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• DOC Added narrative doc for kernelized ridge regreesion

  

  Jan Hendrik Metzen

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• FIX Fixed assigning colors to methods in KRR example

  

  Jan Hendrik Metzen

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