Refactor test assertions in test_penalties.py for improved clarity

pygam/tests/test_penalties.py

@@ -23,13 +23,13 @@ def test_single_spline_penalty():
     monotonic_ and convexity_ should be 0.
     """
     coef = np.array(1.0)
-    assert np.alltrue(derivative(1, coef).A == 0.0)
-    assert np.alltrue(l2(1, coef).A == 1.0)
-    assert np.alltrue(monotonic_inc(1, coef).A == 0.0)
-    assert np.alltrue(monotonic_dec(1, coef).A == 0.0)
-    assert np.alltrue(convex(1, coef).A == 0.0)
-    assert np.alltrue(concave(1, coef).A == 0.0)
-    assert np.alltrue(none(1, coef).A == 0.0)
+    assert np.all(derivative(1, coef).A == 0.0)
+    assert np.all(l2(1, coef).A == 1.0)
+    assert np.all(monotonic_inc(1, coef).A == 0.0)
+    assert np.all(monotonic_dec(1, coef).A == 0.0)
+    assert np.all(convex(1, coef).A == 0.0)
+    assert np.all(concave(1, coef).A == 0.0)
+    assert np.all(none(1, coef).A == 0.0)
 
 
 def test_wrap_penalty():