Update pages/7_Advance_vectorization_techniques.py

pages/7_Advance_vectorization_techniques.py

@@ -175,14 +175,12 @@ if file_type == "Word2Vec":
 
     st.markdown(
     """
-    <div class='box'>
         <h3 style='color: #6A0572;'>🔍 How Does It Preserve Meaning?</h3>
         <ul>
             <li>It learns from the <strong>context</strong> of words in the <span class='highlight'>corpus</span></li>
             <li>When given a word, it checks in the dictionary and retrieves the <strong>semantic vector</strong></li>
             <li>Unlike other models, <span class='highlight'>dimensions are not words</span>, but their meanings</li>
         </ul>
-    </div>
     """,
     unsafe_allow_html=True,
     )
@@ -200,11 +198,6 @@ if file_type == "Word2Vec":
     """,
     unsafe_allow_html=True,
     )
-    st.markdown(
-    """
-    <div class='formula'>
-        <strong>Word2Vec understands words by their meaning, not just their presence! 🚀</strong>
-    </div>
-    """,
-    unsafe_allow_html=True,
-    )
+    st.markdown('''
+    - 
+    ''')