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parameterized now supports deleting of parameters
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parent
2da256fa93
commit
659643038f
12 changed files with 113 additions and 83 deletions
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@ -10,8 +10,8 @@ import numpy as np
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class Test(unittest.TestCase):
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def setUp(self):
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self.rbf = GPy.kern.rbf(1)
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self.white = GPy.kern.white(1)
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self.rbf = GPy.kern.RBF(1)
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self.white = GPy.kern.White(1)
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from GPy.core.parameterization import Param
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from GPy.core.parameterization.transformations import Logistic
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self.param = Param('param', np.random.rand(25,2), Logistic(0, 1))
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@ -39,14 +39,13 @@ class Test(unittest.TestCase):
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def test_remove_parameter(self):
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from GPy.core.parameterization.transformations import FIXED, UNFIXED, __fixed__
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from GPy.core.parameterization.transformations import FIXED, UNFIXED, __fixed__, Logexp
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self.white.fix()
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self.test1.remove_parameter(self.white)
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self.assertIs(self.test1._fixes_,None)
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self.assertListEqual(self.white._fixes_.tolist(), [FIXED])
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self.assertIs(self.white.constraints,self.white.white.constraints._param_index_ops)
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self.assertEquals(self.white.white.constraints._offset, 0)
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self.assertEquals(self.white.constraints._offset, 0)
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self.assertIs(self.test1.constraints, self.rbf.constraints._param_index_ops)
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self.assertIs(self.test1.constraints, self.param.constraints._param_index_ops)
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@ -57,18 +56,19 @@ class Test(unittest.TestCase):
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self.assertListEqual(self.test1.constraints[__fixed__].tolist(), [0])
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self.assertIs(self.white._fixes_,None)
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self.assertListEqual(self.test1._fixes_.tolist(),[FIXED] + [UNFIXED] * 52)
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self.test1.remove_parameter(self.white)
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self.assertIs(self.test1._fixes_,None)
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self.assertListEqual(self.white._fixes_.tolist(), [FIXED])
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self.assertIs(self.white.constraints,self.white.white.constraints._param_index_ops)
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self.assertIs(self.test1.constraints, self.rbf.constraints._param_index_ops)
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self.assertIs(self.test1.constraints, self.param.constraints._param_index_ops)
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self.assertIs(self.test1.constraints, self.param.constraints._param_index_ops)
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self.assertListEqual(self.test1.constraints[Logexp()].tolist(), [0,1])
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def test_add_parameter_already_in_hirarchy(self):
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self.test1.add_parameter(self.white._parameters_[0])
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def test_default_constraints(self):
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self.assertIs(self.rbf.rbf.variance.constraints._param_index_ops, self.rbf.constraints._param_index_ops)
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self.assertIs(self.rbf.variance.constraints._param_index_ops, self.rbf.constraints._param_index_ops)
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self.assertIs(self.test1.constraints, self.rbf.constraints._param_index_ops)
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self.assertListEqual(self.rbf.constraints.indices()[0].tolist(), range(2))
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from GPy.core.parameterization.transformations import Logexp
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