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added copyright notice and license at the top
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# 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 kern
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import kern
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import models
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import models
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import inference
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import inference
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# 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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from model import *
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from model import *
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from parameterised import *
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from parameterised import *
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import priors
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import priors
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# 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 numpy as np
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import numpy as np
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from scipy import optimize
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from scipy import optimize
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import sys, pdb
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import sys, pdb
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# 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 numpy as np
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import numpy as np
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import re
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import re
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import copy
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import copy
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# 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 numpy as np
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import numpy as np
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import pylab as pb
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import pylab as pb
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from scipy.special import gammaln, digamma
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from scipy.special import gammaln, digamma
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# 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 numpy as np
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import numpy as np
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import pylab as pb
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import pylab as pb
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import GPy
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import GPy
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# 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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"""
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"""
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Simple Gaussian Processes regression with an RBF kernel
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Simple Gaussian Processes regression with an RBF kernel
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"""
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"""
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# 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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"""
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"""
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Simple one-dimensional Gaussian Processes with assorted kernel functions
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Simple one-dimensional Gaussian Processes with assorted kernel functions
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"""
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"""
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# 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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"""
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"""
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Simple Gaussian Processes classification
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Simple Gaussian Processes classification
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"""
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"""
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# 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 cPickle as pickle
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import cPickle as pickle
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import numpy as np
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import numpy as np
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import pylab as pb
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import pylab as pb
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# 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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"""
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"""
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Gaussian Processes regression examples
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Gaussian Processes regression examples
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"""
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"""
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# 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 numpy as np
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import numpy as np
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import pylab as pb
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import pylab as pb
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import GPy
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import GPy
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# 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 numpy as np
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import numpy as np
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"""
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"""
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Sparse Gaussian Processes regression with an RBF kernel
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Sparse Gaussian Processes regression with an RBF kernel
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# 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 numpy as np
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import numpy as np
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import scipy as sp
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import scipy as sp
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import pdb, sys, pickle
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import pdb, sys, pickle
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# 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 numpy as np
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import numpy as np
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import random
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import random
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from scipy import stats, linalg
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from scipy import stats, linalg
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# 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 numpy as np
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import numpy as np
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from scipy import stats
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from scipy import stats
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import scipy as sp
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import scipy as sp
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# 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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from scipy import optimize
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from scipy import optimize
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# import rasmussens_minimize as rasm
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# import rasmussens_minimize as rasm
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import pdb
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import pdb
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# 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 numpy as np
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import numpy as np
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from scipy import linalg, optimize
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from scipy import linalg, optimize
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import pylab as pb
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import pylab as pb
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# 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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from kernpart import kernpart
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from kernpart import kernpart
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import numpy as np
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import numpy as np
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# 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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from new import instancemethod
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from new import instancemethod
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#this is here so that we can have nice syntatic sugar when taking gradients
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#this is here so that we can have nice syntatic sugar when taking gradients
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# See the transform_gradients decorator in kern
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# See the transform_gradients decorator in kern
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# 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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from kernpart import kernpart
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from kernpart import kernpart
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import numpy as np
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import numpy as np
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import hashlib
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import hashlib
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# 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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from kernpart import kernpart
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from kernpart import kernpart
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import numpy as np
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import numpy as np
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import hashlib
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import hashlib
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# 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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from constructors import rbf, Matern32, Matern52, exponential, linear, white, bias, finite_dimensional, rbf_ARD, spline, Brownian, linear_ARD
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from constructors import rbf, Matern32, Matern52, exponential, linear, white, bias, finite_dimensional, rbf_ARD, spline, Brownian, linear_ARD
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from kern import kern
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from kern import kern
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# 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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from kernpart import kernpart
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from kernpart import kernpart
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import numpy as np
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import numpy as np
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import hashlib
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import hashlib
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# 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 numpy as np
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import numpy as np
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from kern import kern
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from kern import kern
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# 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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from kernpart import kernpart
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from kernpart import kernpart
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import numpy as np
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import numpy as np
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import hashlib
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import hashlib
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# 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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from kernpart import kernpart
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from kernpart import kernpart
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import numpy as np
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import numpy as np
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from ..util.linalg import pdinv,mdot
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from ..util.linalg import pdinv,mdot
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# 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 numpy as np
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import numpy as np
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from ..core.parameterised import parameterised
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from ..core.parameterised import parameterised
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from DelayedDecorator import DelayedDecorator
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from DelayedDecorator import DelayedDecorator
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# 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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class kernpart(object):
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class kernpart(object):
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def __init__(self,D):
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def __init__(self,D):
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"""
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"""
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# 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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from kernpart import kernpart
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from kernpart import kernpart
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import numpy as np
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import numpy as np
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class linear(kernpart):
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class linear(kernpart):
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# 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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from kernpart import kernpart
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from kernpart import kernpart
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import numpy as np
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import numpy as np
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# 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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from kernpart import kernpart
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from kernpart import kernpart
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import numpy as np
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import numpy as np
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import hashlib
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import hashlib
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# 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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from kernpart import kernpart
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from kernpart import kernpart
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import numpy as np
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import numpy as np
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import hashlib
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import hashlib
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# 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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from kernpart import kernpart
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from kernpart import kernpart
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import numpy as np
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import numpy as np
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import hashlib
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import hashlib
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# 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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from kernpart import kernpart
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from kernpart import kernpart
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import numpy as np
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import numpy as np
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class white(kernpart):
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class white(kernpart):
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# 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 numpy as np
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import numpy as np
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import pylab as pb
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import pylab as pb
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import sys, pdb
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import sys, pdb
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# 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 numpy as np
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import numpy as np
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import pylab as pb
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import pylab as pb
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from scipy import stats, linalg
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from scipy import stats, linalg
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|
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# 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 numpy as np
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import numpy as np
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import pylab as pb
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import pylab as pb
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from .. import kern
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from .. import kern
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# 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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from GP_regression import GP_regression
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from GP_regression import GP_regression
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from sparse_GP_regression import sparse_GP_regression
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from sparse_GP_regression import sparse_GP_regression
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from GPLVM import GPLVM
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from GPLVM import GPLVM
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# 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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|
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import numpy as np
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import numpy as np
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import pylab as pb
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import pylab as pb
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from scipy import stats, linalg
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from scipy import stats, linalg
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# 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 numpy as np
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import numpy as np
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import pylab as pb
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import pylab as pb
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import sys, pdb
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import sys, pdb
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|
@ -1,3 +1,7 @@
|
||||||
|
# Copyright (c) 2012, GPy authors (see AUTHORS.txt).
|
||||||
|
# Licensed under the BSD 3-clause license (see LICENSE.txt)
|
||||||
|
|
||||||
|
|
||||||
import numpy as np
|
import numpy as np
|
||||||
import pylab as pb
|
import pylab as pb
|
||||||
from ..util.linalg import mdot, jitchol, chol_inv, pdinv
|
from ..util.linalg import mdot, jitchol, chol_inv, pdinv
|
||||||
|
|
|
||||||
|
|
@ -1,3 +1,7 @@
|
||||||
|
# Copyright (c) 2012, GPy authors (see AUTHORS.txt).
|
||||||
|
# Licensed under the BSD 3-clause license (see LICENSE.txt)
|
||||||
|
|
||||||
|
|
||||||
import numpy as np
|
import numpy as np
|
||||||
from .. import kern
|
from .. import kern
|
||||||
from ..core import model
|
from ..core import model
|
||||||
|
|
|
||||||
|
|
@ -1,3 +1,7 @@
|
||||||
|
# Copyright (c) 2012, GPy authors (see AUTHORS.txt).
|
||||||
|
# Licensed under the BSD 3-clause license (see LICENSE.txt)
|
||||||
|
|
||||||
|
|
||||||
import unittest
|
import unittest
|
||||||
import numpy as np
|
import numpy as np
|
||||||
import GPy
|
import GPy
|
||||||
|
|
|
||||||
|
|
@ -1,3 +1,7 @@
|
||||||
|
# Copyright (c) 2012, GPy authors (see AUTHORS.txt).
|
||||||
|
# Licensed under the BSD 3-clause license (see LICENSE.txt)
|
||||||
|
|
||||||
|
|
||||||
import matplotlib as mpl
|
import matplotlib as mpl
|
||||||
|
|
||||||
import pylab as pb
|
import pylab as pb
|
||||||
|
|
|
||||||
|
|
@ -1,3 +1,7 @@
|
||||||
|
# Copyright (c) 2012, GPy authors (see AUTHORS.txt).
|
||||||
|
# Licensed under the BSD 3-clause license (see LICENSE.txt)
|
||||||
|
|
||||||
|
|
||||||
import linalg
|
import linalg
|
||||||
import misc
|
import misc
|
||||||
import plot
|
import plot
|
||||||
|
|
|
||||||
|
|
@ -1,3 +1,7 @@
|
||||||
|
# Copyright (c) 2012, GPy authors (see AUTHORS.txt).
|
||||||
|
# Licensed under the BSD 3-clause license (see LICENSE.txt)
|
||||||
|
|
||||||
|
|
||||||
import numpy as np
|
import numpy as np
|
||||||
from scipy import linalg, optimize
|
from scipy import linalg, optimize
|
||||||
import pylab as pb
|
import pylab as pb
|
||||||
|
|
|
||||||
|
|
@ -1,3 +1,7 @@
|
||||||
|
# Copyright (c) 2012, GPy authors (see AUTHORS.txt).
|
||||||
|
# Licensed under the BSD 3-clause license (see LICENSE.txt)
|
||||||
|
|
||||||
|
|
||||||
import numpy as np
|
import numpy as np
|
||||||
|
|
||||||
def linear_grid(D, n = 100, min_max = (-100, 100)):
|
def linear_grid(D, n = 100, min_max = (-100, 100)):
|
||||||
|
|
|
||||||
|
|
@ -1,3 +1,7 @@
|
||||||
|
# Copyright (c) 2012, GPy authors (see AUTHORS.txt).
|
||||||
|
# Licensed under the BSD 3-clause license (see LICENSE.txt)
|
||||||
|
|
||||||
|
|
||||||
import Tango
|
import Tango
|
||||||
import pylab as pb
|
import pylab as pb
|
||||||
import numpy as np
|
import numpy as np
|
||||||
|
|
|
||||||
|
|
@ -1,3 +1,7 @@
|
||||||
|
# Copyright (c) 2012, GPy authors (see AUTHORS.txt).
|
||||||
|
# Licensed under the BSD 3-clause license (see LICENSE.txt)
|
||||||
|
|
||||||
|
|
||||||
import numpy as np
|
import numpy as np
|
||||||
|
|
||||||
def sigmoid(x):
|
def sigmoid(x):
|
||||||
|
|
|
||||||
|
|
@ -1,3 +1,7 @@
|
||||||
|
# Copyright (c) 2012, GPy authors (see AUTHORS.txt).
|
||||||
|
# Licensed under the BSD 3-clause license (see LICENSE.txt)
|
||||||
|
|
||||||
|
|
||||||
import numpy as np
|
import numpy as np
|
||||||
import scipy as sp
|
import scipy as sp
|
||||||
import pylab as plt
|
import pylab as plt
|
||||||
|
|
|
||||||
Loading…
Add table
Add a link
Reference in a new issue