def test_save(self): fname = 'ezyrb.tmp' pod = POD() rbf = RBF() db = Database(param, snapshots.T) rom = ROM(db, pod, rbf) rom.fit() rom.save(fname)
def test_load2(self): fname = 'ezyrb2.tmp' pod = POD() rbf = RBF() db = Database(param, snapshots.T) rom = ROM(db, pod, rbf) rom.fit() rom.save(fname, save_db=False) new_rom = ROM.load(fname) new_param = [-0.293344, -0.23120537] np.testing.assert_array_almost_equal( rom.predict(new_param), new_rom.predict(new_param) )