Update pages/7_Advance_vectorization_techniques.py

pages/7_Advance_vectorization_techniques.py

@@ -510,17 +510,15 @@ elif file_type == "Fasttext":
     unsafe_allow_html=True,
     )
 
-    st.markdown(
-    """
-        <h3 style='color: #1D3557;'>Context Words & Focus Words</h3>
-        <pre style="background-color:#F7F7F7; padding: 10px; border-radius: 5px;">
-        Context Words: <app, pp, pl, le>  --> "is"
-        Focus Words:   <go, oo, od>  --> "good"
-        </pre>
-    """,
-    unsafe_allow_html=True,
-    )
-
+    st.markodown('''
+    - Example : d1 = apple is good for health
+    - d2 = biryani is not good for health
+    - Creates a table for context words, focus words 
+    - <ap , pp, pl, le> < is> - context words
+    - <go , oo, od> - focus words 
+    - character 2- gram 
+    - It gives average 2-d vector representation of word 
+    ''')
     st.markdown(
     """
         <h3 style='color: #6A0572;'>Vocabulary</h3>