diff --git a/.github/workflows/approve_workflow_run.yml b/.github/workflows/approve_workflow_run.yml
index ff12d8925..ff6ebd996 100644
--- a/.github/workflows/approve_workflow_run.yml
+++ b/.github/workflows/approve_workflow_run.yml
@@ -1,18 +1,18 @@
 # https://docs.github.com/en/rest/reference/actions#approve-a-workflow-run-for-a-fork-pull-request
 
-name: Approve Workflow Run
+name: "Approve Workflow Run"
 
 on:
   workflow_run:
-  types:
-    - completed
+    types:
+      - completed
 
 jobs:
   approve:
     runs-on: ubuntu-latest
     if: ${{ github.event.workflow_run.conclusion == "action_required" }}
     steps:
-      - name: Automatically approve a workflow run
+      - name: "Automatically approve a workflow run"
         run: |
           curl \
           --request POST \
diff --git a/DIRECTORY.md b/DIRECTORY.md
index 26929255d..59365e047 100644
--- a/DIRECTORY.md
+++ b/DIRECTORY.md
@@ -108,6 +108,7 @@
   * [Decimal To Binary Recursion](https://github.com/TheAlgorithms/Python/blob/master/conversions/decimal_to_binary_recursion.py)
   * [Decimal To Hexadecimal](https://github.com/TheAlgorithms/Python/blob/master/conversions/decimal_to_hexadecimal.py)
   * [Decimal To Octal](https://github.com/TheAlgorithms/Python/blob/master/conversions/decimal_to_octal.py)
+  * [Hex To Bin](https://github.com/TheAlgorithms/Python/blob/master/conversions/hex_to_bin.py)
   * [Hexadecimal To Decimal](https://github.com/TheAlgorithms/Python/blob/master/conversions/hexadecimal_to_decimal.py)
   * [Molecular Chemistry](https://github.com/TheAlgorithms/Python/blob/master/conversions/molecular_chemistry.py)
   * [Octal To Decimal](https://github.com/TheAlgorithms/Python/blob/master/conversions/octal_to_decimal.py)
@@ -382,6 +383,8 @@
   * [Linear Discriminant Analysis](https://github.com/TheAlgorithms/Python/blob/master/machine_learning/linear_discriminant_analysis.py)
   * [Linear Regression](https://github.com/TheAlgorithms/Python/blob/master/machine_learning/linear_regression.py)
   * [Logistic Regression](https://github.com/TheAlgorithms/Python/blob/master/machine_learning/logistic_regression.py)
+  * Lstm
+    * [Lstm Prediction](https://github.com/TheAlgorithms/Python/blob/master/machine_learning/lstm/lstm_prediction.py)
   * [Multilayer Perceptron Classifier](https://github.com/TheAlgorithms/Python/blob/master/machine_learning/multilayer_perceptron_classifier.py)
   * [Polymonial Regression](https://github.com/TheAlgorithms/Python/blob/master/machine_learning/polymonial_regression.py)
   * [Random Forest Classifier](https://github.com/TheAlgorithms/Python/blob/master/machine_learning/random_forest_classifier.py)
@@ -855,6 +858,7 @@
   * [Iterative Merge Sort](https://github.com/TheAlgorithms/Python/blob/master/sorts/iterative_merge_sort.py)
   * [Merge Insertion Sort](https://github.com/TheAlgorithms/Python/blob/master/sorts/merge_insertion_sort.py)
   * [Merge Sort](https://github.com/TheAlgorithms/Python/blob/master/sorts/merge_sort.py)
+  * [Msd Radix Sort](https://github.com/TheAlgorithms/Python/blob/master/sorts/msd_radix_sort.py)
   * [Natural Sort](https://github.com/TheAlgorithms/Python/blob/master/sorts/natural_sort.py)
   * [Odd Even Sort](https://github.com/TheAlgorithms/Python/blob/master/sorts/odd_even_sort.py)
   * [Odd Even Transposition Parallel](https://github.com/TheAlgorithms/Python/blob/master/sorts/odd_even_transposition_parallel.py)