Python sparse_qr_solve_mkl Examples

Example #1

    def test_solver_guard_errors(self):
        with self.assertRaises(ValueError):
            mat3 = sparse_qr_solve_mkl(self.mat1, self.mat2.T)

        with self.assertRaises(ValueError):
            mat3 = sparse_qr_solve_mkl(self.mat1.tocsc(), self.mat2)

        with self.assertRaises(ValueError):
            mat3 = sparse_qr_solve_mkl(self.mat1.tocoo(), self.mat2, cast=True)

Example #2

File: test_mkl.py Project: mynameisvinn/sparse_dot

 def test_sparse_solver_1d_d(self):
     mat3 = sparse_qr_solve_mkl(self.mat1, self.mat2.ravel())
     npt.assert_array_almost_equal(self.mat3.ravel(), mat3)

Example #3

File: test_mkl.py Project: mynameisvinn/sparse_dot

 def test_sparse_solver_cast_CSC(self):
     mat3 = sparse_qr_solve_mkl(self.mat1.tocsc(), self.mat2, cast=True)
     npt.assert_array_almost_equal(self.mat3, mat3)

Example #4

File: test_mkl.py Project: mynameisvinn/sparse_dot

 def test_sparse_solver_cast_A(self):
     mat3 = sparse_qr_solve_mkl(self.mat1.astype(np.float32),
                                self.mat2,
                                cast=True)
     npt.assert_array_almost_equal(self.mat3, mat3)

Example #5

File: test_mkl.py Project: mynameisvinn/sparse_dot

 def test_sparse_solver_single(self):
     mat3 = sparse_qr_solve_mkl(self.mat1.astype(np.float32),
                                self.mat2.astype(np.float32))
     npt.assert_array_almost_equal(self.mat3, mat3)

Example #6

File: test_mkl.py Project: mynameisvinn/sparse_dot

 def test_sparse_solver(self):
     mat3 = sparse_qr_solve_mkl(self.mat1, self.mat2, debug=True)
     npt.assert_array_almost_equal(self.mat3, mat3)