scikit-learn/sklearn/gaussian_process/__init__.py

# -*- coding: utf-8 -*-

# Author: Jan Hendrik Metzen <jhm@informatik.uni-bremen.de>
#         Vincent Dubourg <vincent.dubourg@gmail.com>
#         (mostly translation, see implementation details)
# Licence: BSD 3 clause

"""
The :mod:`sklearn.gaussian_process` module implements Gaussian Process
based regression and classification.
"""

from .gpr import GaussianProcessRegressor
from .gpc import GaussianProcessClassifier
from . import kernels

from .gaussian_process import GaussianProcess
from . import correlation_models
from . import regression_models

__all__ = ['GaussianProcess', 'correlation_models', 'regression_models',
           'GaussianProcessRegressor', 'GaussianProcessClassifier',
           'kernels']
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). 2010-11-14 06:17:45 +08:00			`# -- coding: utf-8 --`

PEP8 Fixing PEP8 issues in gaussian_process package 2015-08-04 15:18:24 +08:00			`# Author: Jan Hendrik Metzen <jhm@informatik.uni-bremen.de>`
			`# Vincent Dubourg <vincent.dubourg@gmail.com>`
Modifications following Gaël latest remarks. 2010-11-21 22:42:37 +08:00			`# (mostly translation, see implementation details)`
DOC: Replaced all BSD style licenses with "BSD 3 clause" Replaced all BSD style licenses with "BSD 3 clause" Not checked yet! Removed duplicate "3 clause, 3 clause" Removed trailing period if exists Fixed some missed licences, still about 50 to do, but those can be automated Think I got the last of them. Apparently me and sed have different ideas of regex. Found a few more 2013-04-30 14:23:46 +08:00			`# Licence: BSD 3 clause`
Modifications following Gaël latest remarks. 2010-11-21 22:42:37 +08:00
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). 2010-11-14 06:17:45 +08:00			`"""`
PEP8 Fixing PEP8 issues in gaussian_process package 2015-08-04 15:18:24 +08:00			The :mod:`sklearn.gaussian_process` module implements Gaussian Process
			`based regression and classification.`
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). 2010-11-14 06:17:45 +08:00			`"""`

REFACTOR GaussianProcessClassification/Regression -> ...Classifier/Regressor 2015-02-25 00:36:48 +08:00			`from .gpr import GaussianProcessRegressor`
COS Making BinaryGaussianProcessClassifierLaplace private 2015-08-06 00:29:05 +08:00			`from .gpc import GaussianProcessClassifier`
TST Tests for GP regression and classification 2015-02-17 14:20:46 +08:00			`from . import kernels`

Renames as suggested by Alexandre. Simplification of the examples. Remove the interactive contour label picking in the probabilistic classification example. 2010-11-14 18:55:52 +08:00			`from .gaussian_process import GaussianProcess`
Modifications following Gaël latest remarks. 2010-11-21 22:42:37 +08:00			`from . import correlation_models`
			`from . import regression_models`
Add __all__ for half of the scikit 2012-08-23 05:20:49 +08:00
PEP8 Fixing PEP8 issues in gaussian_process package 2015-08-04 15:18:24 +08:00			`__all__ = ['GaussianProcess', 'correlation_models', 'regression_models',`
			`'GaussianProcessRegressor', 'GaussianProcessClassifier',`
FIX Remove BinaryGaussianProcessClassifierLaplace from packages __all__ list 2015-08-06 02:56:33 +08:00			`'kernels']`