mirror of
https://github.com/SheffieldML/GPy.git
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73 lines
2.3 KiB
Python
73 lines
2.3 KiB
Python
# Copyright (c) 2012, GPy authors (see AUTHORS.txt).
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# Licensed under the BSD 3-clause license (see LICENSE.txt)
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import warnings
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warnings.filterwarnings("ignore", category=DeprecationWarning)
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from . import core
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from . import models
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from . import mappings
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from . import inference
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from . import util
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from . import examples
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from . import likelihoods
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from . import testing
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from . import kern
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from . import plotting
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# backwards compatibility
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import sys
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backwards_compatibility = ['lists_and_dicts', 'observable_array', 'ties_and_remappings', 'index_operations']
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for bc in backwards_compatibility:
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sys.modules['GPy.core.parameterization.{!s}'.format(bc)] = getattr(core.parameterization, bc)
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# Direct imports for convenience:
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from .core import Model
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from .core.parameterization import priors
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from paramz import Param, Parameterized, ObsAr, transformations as constraints
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from .__version__ import __version__
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from numpy.testing import Tester
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#@nottest
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try:
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#Get rid of nose dependency by only ignoring if you have nose installed
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from nose.tools import nottest
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@nottest
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def tests(verbose=10):
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Tester(testing).test(verbose=verbose)
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except:
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def tests(verbose=10):
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Tester(testing).test(verbose=verbose)
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def load(file_or_path):
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"""
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Load a previously pickled model, using `m.pickle('path/to/file.pickle)'
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:param file_name: path/to/file.pickle
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"""
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# This is the pickling pain when changing _src -> src
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import inspect
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sys.modules['GPy.kern._src'] = kern.src
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for name, module in inspect.getmembers(kern.src):
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if not name.startswith('_'):
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sys.modules['GPy.kern._src.{}'.format(name)] = module
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try:
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import cPickle as pickle
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if isinstance(file_or_path, basestring):
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with open(file_or_path, 'rb') as f:
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m = pickle.load(f)
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else:
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m = pickle.load(file_or_path)
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except: # python3
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import pickle
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if isinstance(file_or_path, str):
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with open(file_or_path, 'rb') as f:
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u = pickle._Unpickler(f) # @UndefinedVariable
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u.encoding = 'latin1'
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m = u.load()
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else:
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u = pickle._Unpickler(file_or_path) # @UndefinedVariable
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u.encoding = 'latin1'
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m = u.load()
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return m
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