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rowanc1
35 lines
1.0 KiB
Python
35 lines
1.0 KiB
Python
import numpy as np
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import unittest
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from SimPEG import mesh, forward, inverse
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from TestUtils import checkDerivative
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from scipy.sparse.linalg import dsolve
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class ProblemTests(unittest.TestCase):
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def setUp(self):
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a = np.array([1, 1, 1])
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b = np.array([1, 2])
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c = np.array([1, 4])
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self.mesh2 = mesh.TensorMesh([a, b], np.array([3, 5]))
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self.p2 = forward.Problem(self.mesh2)
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self.reg = inverse.Regularization(self.mesh2)
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def test_modelTransform(self):
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print 'SimPEG.forward.Problem: Testing Model Transform'
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m = np.random.rand(self.mesh2.nC)
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passed = checkDerivative(lambda m : [self.p2.modelTransform(m), self.p2.modelTransformDeriv(m)], m, plotIt=False)
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self.assertTrue(passed)
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def test_regularization(self):
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derChk = lambda m: [self.reg.modelObj(m), self.reg.modelObjDeriv(m)]
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mSynth = np.random.randn(self.mesh2.nC)
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checkDerivative(derChk, mSynth, plotIt=False)
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if __name__ == '__main__':
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unittest.main()
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