# 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:
[docs] def tests(verbose=10):
Tester(testing).test(verbose=verbose)
[docs]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)