diff --git a/DIRECTORY.md b/DIRECTORY.md
index 7621427a6c34..6efbd7744c2a 100644
--- a/DIRECTORY.md
+++ b/DIRECTORY.md
@@ -165,6 +165,7 @@
     * [Binary Search Tree Recursive](data_structures/binary_tree/binary_search_tree_recursive.py)
     * [Binary Tree Mirror](data_structures/binary_tree/binary_tree_mirror.py)
     * [Binary Tree Node Sum](data_structures/binary_tree/binary_tree_node_sum.py)
+    * [Binary Tree Path Sum](data_structures/binary_tree/binary_tree_path_sum.py)
     * [Binary Tree Traversals](data_structures/binary_tree/binary_tree_traversals.py)
     * [Diff Views Of Binary Tree](data_structures/binary_tree/diff_views_of_binary_tree.py)
     * [Fenwick Tree](data_structures/binary_tree/fenwick_tree.py)
@@ -285,6 +286,7 @@
   * [Bitmask](dynamic_programming/bitmask.py)
   * [Catalan Numbers](dynamic_programming/catalan_numbers.py)
   * [Climbing Stairs](dynamic_programming/climbing_stairs.py)
+  * [Combination Sum Iv](dynamic_programming/combination_sum_iv.py)
   * [Edit Distance](dynamic_programming/edit_distance.py)
   * [Factorial](dynamic_programming/factorial.py)
   * [Fast Fibonacci](dynamic_programming/fast_fibonacci.py)
@@ -595,6 +597,7 @@
     * [P Series](maths/series/p_series.py)
   * [Sieve Of Eratosthenes](maths/sieve_of_eratosthenes.py)
   * [Sigmoid](maths/sigmoid.py)
+  * [Sigmoid Linear Unit](maths/sigmoid_linear_unit.py)
   * [Signum](maths/signum.py)
   * [Simpson Rule](maths/simpson_rule.py)
   * [Sin](maths/sin.py)
@@ -660,6 +663,7 @@
   * [Lru Cache](other/lru_cache.py)
   * [Magicdiamondpattern](other/magicdiamondpattern.py)
   * [Maximum Subarray](other/maximum_subarray.py)
+  * [Maximum Subsequence](other/maximum_subsequence.py)
   * [Nested Brackets](other/nested_brackets.py)
   * [Password Generator](other/password_generator.py)
   * [Scoring Algorithm](other/scoring_algorithm.py)
@@ -1107,6 +1111,7 @@
   * [Fetch Jobs](web_programming/fetch_jobs.py)
   * [Fetch Quotes](web_programming/fetch_quotes.py)
   * [Fetch Well Rx Price](web_programming/fetch_well_rx_price.py)
+  * [Get Amazon Product Data](web_programming/get_amazon_product_data.py)
   * [Get Imdb Top 250 Movies Csv](web_programming/get_imdb_top_250_movies_csv.py)
   * [Get Imdbtop](web_programming/get_imdbtop.py)
   * [Get Top Billioners](web_programming/get_top_billioners.py)
diff --git a/other/maximum_subsequence.py b/other/maximum_subsequence.py
new file mode 100644
index 000000000000..f81717596532
--- /dev/null
+++ b/other/maximum_subsequence.py
@@ -0,0 +1,42 @@
+from collections.abc import Sequence
+
+
+def max_subsequence_sum(nums: Sequence[int] | None = None) -> int:
+    """Return the maximum possible sum amongst all non - empty subsequences.
+
+    Raises:
+      ValueError: when nums is empty.
+
+    >>> max_subsequence_sum([1,2,3,4,-2])
+    10
+    >>> max_subsequence_sum([-2, -3, -1, -4, -6])
+    -1
+    >>> max_subsequence_sum([])
+    Traceback (most recent call last):
+        . . .
+    ValueError: Input sequence should not be empty
+    >>> max_subsequence_sum()
+    Traceback (most recent call last):
+        . . .
+    ValueError: Input sequence should not be empty
+    """
+    if nums is None or not nums:
+        raise ValueError("Input sequence should not be empty")
+
+    ans = nums[0]
+    for i in range(1, len(nums)):
+        num = nums[i]
+        ans = max(ans, ans + num, num)
+
+    return ans
+
+
+if __name__ == "__main__":
+    import doctest
+
+    doctest.testmod()
+
+    # Try on a sample input from the user
+    n = int(input("Enter number of elements : ").strip())
+    array = list(map(int, input("\nEnter the numbers : ").strip().split()))[:n]
+    print(max_subsequence_sum(array))