diff --git a/testing_project/logistic.py b/testing_project/logistic.py
index 5e7a44d..a58ad5b 100644
--- a/testing_project/logistic.py
+++ b/testing_project/logistic.py
@@ -1,4 +1,12 @@
+
 def f(x,r):
     return r * x * (1-x)
 
-    
\ No newline at end of file
+def iterate_f(it, x, r):
+    result = [x]
+
+    for i in range(it):
+        x = f(x, r)
+        result.append(x)
+
+    return result
\ No newline at end of file
diff --git a/testing_project/test_logistic.py b/testing_project/test_logistic.py
index b66d476..e55e3ee 100644
--- a/testing_project/test_logistic.py
+++ b/testing_project/test_logistic.py
@@ -1,6 +1,6 @@
 from numpy.testing import assert_allclose
-
-from logistic import f
+from logistic import f, iterate_f
+import pytest
 
 
 def test_f_corner_cases():
@@ -19,17 +19,11 @@ def test_f_corner_cases():
 # x=0.2, r=3.4 => f(x, r)=0.544
 # x=0.5, r=2   => f(x, r)=0.5
 
+@pytest.mark.parametrize('x, r, expected', [(0.1, 2.2, 0.198), (0.2, 3.4, 0.544), (0.5, 2, 0.5)])
 
-def test_f_other_cases():
-    # Test cases are (x, r, expected)
-    cases = [
-        (0.1, 2.2, 0.198),
-        (0.2, 3.4, 0.544),
-        (0.5, 2, 0.5)
-    ]
-    for x, r, expected in cases:
-        result = f(x, r)
-        assert_allclose(result, expected)
+def test_f_other_cases(x, r, expected):
+    result = f(x, r)
+    assert_allclose(result, expected)
 
 # Hands on 2:
 # parametrize the above test using @pytest.mark.parametrize
@@ -39,4 +33,11 @@ def test_f_other_cases():
 # Implement a function iterate_f that runs f for it iterations. Write tests for the following cases:
 # x=0.1, r=2.2, it=1 => iterate_f(it, x, r)=[0.1, 0.198]
 # x=0.2, r=3.4, it=4 => iterate_f(it, x, r)=[0.2, 0.544, 0.843418, 0.449019, 0.841163]
-# x=0.5, r=2, it=3 => iterate_f(it, x, r)=[0.5, 0.5, 0.5]
+# x=0.5, r=2, it=3 => iterate_f(it, x, r)=[0.5, 0.5, 0.5, 0.5]
+
+@pytest.mark.parametrize('x, r, it, expected', [(0.1, 2.2, 1, [0.1, 0.198]), (0.2, 3.4, 4, [0.2, 0.544, 0.843418, 0.449019, 0.841163]), (
+    0.5, 2, 3, [0.5, 0.5, 0.5, 0.5])])
+
+def test_iterate_f(x, r, it, expected):
+    result = iterate_f(it, x, r)
+    assert_allclose(result, expected, rtol=5e-07, atol=5e-07)
\ No newline at end of file