32 lines
		
	
	
		
			934 B
		
	
	
	
		
			Python
		
	
	
	
	
	
		
		
			
		
	
	
			32 lines
		
	
	
		
			934 B
		
	
	
	
		
			Python
		
	
	
	
	
	
| 
								 | 
							
								import numpy as np
							 | 
						||
| 
								 | 
							
								from numpy.testing import assert_, assert_equal, assert_raises
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								class TestRegression:
							 | 
						||
| 
								 | 
							
								    def test_kron_matrix(self):
							 | 
						||
| 
								 | 
							
								        # Ticket #71
							 | 
						||
| 
								 | 
							
								        x = np.matrix('[1 0; 1 0]')
							 | 
						||
| 
								 | 
							
								        assert_equal(type(np.kron(x, x)), type(x))
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								    def test_matrix_properties(self):
							 | 
						||
| 
								 | 
							
								        # Ticket #125
							 | 
						||
| 
								 | 
							
								        a = np.matrix([1.0], dtype=float)
							 | 
						||
| 
								 | 
							
								        assert_(type(a.real) is np.matrix)
							 | 
						||
| 
								 | 
							
								        assert_(type(a.imag) is np.matrix)
							 | 
						||
| 
								 | 
							
								        c, d = np.matrix([0.0]).nonzero()
							 | 
						||
| 
								 | 
							
								        assert_(type(c) is np.ndarray)
							 | 
						||
| 
								 | 
							
								        assert_(type(d) is np.ndarray)
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								    def test_matrix_multiply_by_1d_vector(self):
							 | 
						||
| 
								 | 
							
								        # Ticket #473
							 | 
						||
| 
								 | 
							
								        def mul():
							 | 
						||
| 
								 | 
							
								            np.asmatrix(np.eye(2)) * np.ones(2)
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								        assert_raises(ValueError, mul)
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								    def test_matrix_std_argmax(self):
							 | 
						||
| 
								 | 
							
								        # Ticket #83
							 | 
						||
| 
								 | 
							
								        x = np.asmatrix(np.random.uniform(0, 1, (3, 3)))
							 | 
						||
| 
								 | 
							
								        assert_equal(x.std().shape, ())
							 | 
						||
| 
								 | 
							
								        assert_equal(x.argmax().shape, ())
							 |