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Commit of a 'Gaussian Process for Machine Learning' module in the gpml...
Commit of a 'Gaussian Process for Machine Learning' module in the gpml directory. The module implement a class named GaussianProcessModel. I also add doc, examples and tests (involving a coupling with the cross_val module).
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- doc/modules/gpml.rst 213 additions, 0 deletionsdoc/modules/gpml.rst
- examples/gpml/plot_gpml_probabilistic_classification_after_regression.py 113 additions, 0 deletions...lot_gpml_probabilistic_classification_after_regression.py
- examples/gpml/plot_gpml_regression.py 78 additions, 0 deletionsexamples/gpml/plot_gpml_regression.py
- scikits/learn/gpml/__init__.py 14 additions, 0 deletionsscikits/learn/gpml/__init__.py
- scikits/learn/gpml/correlation_models.py 239 additions, 0 deletionsscikits/learn/gpml/correlation_models.py
- scikits/learn/gpml/gaussian_process_model.py 653 additions, 0 deletionsscikits/learn/gpml/gaussian_process_model.py
- scikits/learn/gpml/regression_models.py 84 additions, 0 deletionsscikits/learn/gpml/regression_models.py
- scikits/learn/tests/test_gpml.py 49 additions, 0 deletionsscikits/learn/tests/test_gpml.py
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