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FIX: Some fixes which prevented tests passing on python3.5
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2 changed files with 43 additions and 20 deletions
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@ -316,32 +316,40 @@ class StateSpaceKernelsTests(np.testing.TestCase):
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ss_kernel, gp_kernel = get_new_kernels()
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self.run_for_model(X_train, Y_train, ss_kernel, kalman_filter_type = 'regular',
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use_cython=False, optimize_max_iters=20, check_gradients=True,
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use_cython=False, optimize_max_iters=30, check_gradients=True,
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predict_X=X_test,
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gp_kernel=gp_kernel,
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mean_compare_decimal=0, var_compare_decimal=0)
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mean_compare_decimal=0, var_compare_decimal=-1)
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ss_kernel, gp_kernel = get_new_kernels()
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self.run_for_model(X_train, Y_train, ss_kernel, kalman_filter_type = 'svd',
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use_cython=False, optimize_max_iters=30, check_gradients=False,
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predict_X=X_test,
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gp_kernel=gp_kernel,
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mean_compare_decimal=0, var_compare_decimal=-1)
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mean_compare_decimal=-1, var_compare_decimal=-1)
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ss_kernel, gp_kernel = get_new_kernels()
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self.run_for_model(X_train, Y_train, ss_kernel, kalman_filter_type = 'svd',
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use_cython=True, optimize_max_iters=30, check_gradients=False,
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predict_X=X_test,
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gp_kernel=gp_kernel,
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mean_compare_decimal=0, var_compare_decimal=-1)
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mean_compare_decimal=-1, var_compare_decimal=-1)
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if __name__ == "__main__":
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print("Running state-space inference tests...")
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unittest.main()
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#tt = StateSpaceKernelsTests('test_forecast')
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#tt.test_forecast()
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#import pdb; pdb.set_trace()
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#tt.test_Matern32_kernel()
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#tt.test_Matern52_kernel()
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#tt.test_RBF_kernel()
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#tt.test_periodic_kernel()
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#tt.test_quasi_periodic_kernel()
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#tt.test_linear_kernel()
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#tt.test_brownian_kernel()
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#tt.test_exponential_kernel()
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#tt.test_kernel_addition()
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#tt.test_kernel_multiplication()
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#tt.test_periodic_kernel()
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#tt.test_quasi_periodic_kernel()
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#tt.test_forecast()
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