Numpy solve

Author: YassineLoulou

numpy_questions.py

@@ -40,7 +40,14 @@ def max_index(X):
     i = 0
     j = 0
 
-    # TODO
+    if not isinstance(X, np.ndarray):
+        raise ValueError("Input must be a numpy array.")
+
+    if X.ndim != 2:
+        raise ValueError("Input array must be 2-dimensional.")
+
+    max_idx = np.unravel_index(np.argmax(X), X.shape)
+    i, j = max_idx
 
     return i, j
 
@@ -62,6 +69,11 @@ def wallis_product(n_terms):
     pi : float
         The approximation of order `n_terms` of pi using the Wallis product.
     """
-    # XXX : The n_terms is an int that corresponds to the number of
-    # terms in the product. For example 10000.
-    return 0.
+    product = 1.0
+
+    for n in range(1, n_terms + 1):
+        product *= (4 * n ** 2) / ((4 * n ** 2) - 1)
+
+    pi = product * 2
+
+    return pi