GPy/GPy/__init__.py

# Copyright (c) 2012, GPy authors (see AUTHORS.txt).
# Licensed under the BSD 3-clause license (see LICENSE.txt)
import warnings
warnings.filterwarnings("ignore", category=DeprecationWarning)

from . import core
from . import models
from . import mappings
from . import inference
from . import util
from . import examples
from . import likelihoods
from . import testing
from . import kern
from . import plotting

from .util import normalizer

# backwards compatibility
import sys
backwards_compatibility = ['lists_and_dicts', 'observable_array', 'index_operations']
for bc in backwards_compatibility:
    sys.modules['GPy.core.parameterization.{!s}'.format(bc)] = getattr(core.parameterization, bc)

# Direct imports for convenience:
from .core import Model
from .core.parameterization import priors
from .core.parameterization import Param, Parameterized, ObsAr, transformations as constraints

from .__version__ import __version__

from numpy.testing import Tester

with warnings.catch_warnings():
    warnings.simplefilter('ignore')
    try:
        #Get rid of nose dependency by only ignoring if you have nose installed
        from nose.tools import nottest
        @nottest
        def tests(verbose=10):
            Tester(testing).test(verbose=verbose)
    except:
        def tests(verbose=10):
            Tester(testing).test(verbose=verbose)

def load(file_or_path):
    """
    Load a previously pickled model, using `m.pickle('path/to/file.pickle)'

    :param file_name: path/to/file.pickle
    """
    # This is the pickling pain when changing _src -> src
    import sys
    import inspect
    sys.modules['GPy.kern._src'] = kern.src
    for name, module in inspect.getmembers(kern.src):
        if not name.startswith('_'):
            sys.modules['GPy.kern._src.{}'.format(name)] = module
    sys.modules['GPy.inference.optimization'] = inference.optimization
    import paramz
    return paramz.load(file_or_path)