Update pages/6_Feature_Engineering.py

pages/6_Feature_Engineering.py

@@ -115,13 +115,13 @@ st.markdown(
     unsafe_allow_html=True
 )
 
-st.subheader(":red[Vectorization techniques]")
+st.subheader(":violet[Vectorization techniques]")
 st.markdown("""
     There a different techniques to convert text into vector format.They are :
     <ul class="icon-bullet">
         <li>One-Hot Vectorization </li>
         <li>Bag of Words(BOW) </li>
-        <li>Term Frequency - Inverse Document Frequency(TF-IDF) </li>
+        <li>Term Frequency - Inverse Document Frequency(TF-IDF)</li>
     </ul>
 """, unsafe_allow_html=True)
 
@@ -132,4 +132,10 @@ st.markdown("""
             <li>Word2Vec </li>
             <li>Fasttext</li>
     </ul>
-""", unsafe_allow_html=True) 
+""", unsafe_allow_html=True) 
+
+st.sidebar.title("Navigation 🧭")
+file_type = st.sidebar.radio(
+    "Choose a Vectorization technique :",
+    ("One-Hot Vectorization", "Bag of Words(BOW)", "Term Frequency - Inverse Document Frequency(TF-IDF)", "Word2Vec", "Fasttext"))
+