diff --git a/CHANGELOG.md b/CHANGELOG.md
index c3fb0d4..6d0f3b2 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -12,6 +12,7 @@
 
 ### New Features
 
+- Implemented `map_not_none` map function that excludes from sequence elements mapped to `None` 
 - Added `first_or_none`, a function to match `head_or_none`   
 - Added run_test.sh script
 - Added [parametrize](https://pypi.org/project/parametrize/) for parameterized unit tests
diff --git a/README.md b/README.md
index f6c0e32..af2bfbb 100644
--- a/README.md
+++ b/README.md
@@ -341,6 +341,7 @@ complete documentation reference
 | Function                                                                  | Description                                                                                                                                                                                    | Type           |
 |---------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|----------------|
 | `map(func)/select(func)`                                                  | Maps `func` onto elements of sequence                                                                                                                                                          | transformation |
+| `map_not_none(func)`                                                      | Maps `func` onto elements of sequence, filtering out resultant `None` values                                                                                                                   | transformation |
 | `starmap(func)/smap(func)`                                                | Applies `func` to sequence with `itertools.starmap`                                                                                                                                            | transformation |
 | `filter(func)/where(func)`                                                | Filters elements of sequence to only those where `func(element)` is `True`                                                                                                                     | transformation |
 | `filter_not(func)`                                                        | Filters elements of sequence to only those where `func(element)` is `False`                                                                                                                    | transformation |
diff --git a/functional/pipeline.py b/functional/pipeline.py
index a6ef89f..4a422e8 100644
--- a/functional/pipeline.py
+++ b/functional/pipeline.py
@@ -627,6 +627,18 @@ def map(self, func: Callable[[_T_co], _T]) -> Sequence[_T]:
         """
         return self._transform(transformations.map_t(func))
 
+    def map_not_none(self, func: Callable[[_T_co], _T]) -> Sequence[_T]:
+        """
+        Maps func onto the elements of the sequence, returning only the non-None values.
+
+        >>> seq([1, 2, 3, 4, 5]).map_not_none(lambda x: None if x % 2 == 0 else x * -1)
+        [-1, -3, -5]
+
+        :param func: function to map with
+        :return: sequence with func mapped onto it excluding None values
+        """
+        return self._transform(transformations.map_not_none_t(func))
+
     def select(self, func: Callable[[_T_co], _T]) -> Sequence[_T]:
         """
         Selects f from the elements of the sequence.
diff --git a/functional/test/test_functional.py b/functional/test/test_functional.py
index f35e7d2..0f9fc64 100644
--- a/functional/test/test_functional.py
+++ b/functional/test/test_functional.py
@@ -348,6 +348,19 @@ def test_map(self):
         self.assertIteratorEqual(expect, result)
         self.assert_type(result)
 
+    @parametrize(
+        "sequence, expected",
+        [
+            ([1, 2, 3, 4, 5], [-1, -3, -5]),
+        ],
+    )
+    def test_map_not_none(self, sequence, expected):
+        result = self.seq(sequence).map_not_none(
+            lambda x: None if x % 2 == 0 else x * -1
+        )
+        self.assertIteratorEqual(expected, result)
+        self.assert_type(result)
+
     def test_select(self):
         l = [1, 2, 0, 5]
         expect = [2, 4, 0, 10]
diff --git a/functional/test/test_type.py b/functional/test/test_type.py
index c9d0644..ca5a7ee 100644
--- a/functional/test/test_type.py
+++ b/functional/test/test_type.py
@@ -72,6 +72,10 @@ def type_checking() -> None:
 
         t_map: Sequence[int] = seq([1, 2, 3, 4]).map(lambda x: x * -1)
 
+        t_map_not_none: Sequence[int] = seq([1, 2, 3, 4]).map_not_none(
+            lambda x: x * -1 if x else x
+        )
+
         t_select: Sequence[int] = num_seq.select(lambda x: x * -1)
 
         t_starmap: Sequence[int] = seq([(2, 3), (-2, 1), (0, 10)]).starmap(
diff --git a/functional/transformations.py b/functional/transformations.py
index 22ac477..006065f 100644
--- a/functional/transformations.py
+++ b/functional/transformations.py
@@ -63,6 +63,26 @@ def select_t(func: Callable):
     )
 
 
+def map_not_none_t(func: Callable):
+    """
+    Transformation for Sequence.map_not_none
+    :param func: map function
+    :return: transformation
+    """
+
+    def map_not_none(map_func, sequence):
+        for element in sequence:
+            result = map_func(element)
+            if result is not None:
+                yield result
+
+    return Transformation(
+        f"map_not_none({name(func)})",
+        partial(map_not_none, func),
+        {ExecutionStrategies.PARALLEL},
+    )
+
+
 def starmap_t(func: Callable):
     """
     Transformation for Sequence.starmap and Sequence.smap