add run script and list additional packages needed

run.py

@@ -0,0 +1,27 @@
+# python -m pip install opencv-python textblob
+import os
+import subprocess
+
+def find_notebooks(directory):
+    notebooks = []
+    for root, dirs, files in os.walk(directory):
+        dirs[:] = [d for d in dirs if d != "R"]  # Ignore directories named "R"
+        if "solution" in root:
+            for file in files:
+                if file.endswith(".ipynb"):
+                    notebooks.append(os.path.join(root, file))
+    return notebooks
+
+
+def execute_notebooks(notebooks):
+    for notebook in notebooks:
+        try:
+            subprocess.run(["jupyter", "execute", notebook], check=True)
+            print(f"Executed notebook: {notebook}")
+        except subprocess.CalledProcessError as e:
+            print(f"Error executing notebook {notebook}: {e}")
+
+if __name__ == "__main__":
+    start_directory = "."  # Replace with the path to the directory you want to search
+    notebooks = find_notebooks(start_directory)
+    execute_notebooks(notebooks)