Create app.py

app.py

@@ -0,0 +1,75 @@
+import streamlit as st
+
+# --- Page Config ---
+st.set_page_config(page_title="AI Classifier and Clustering Explorer", page_icon="🤖", layout="wide")
+
+# --- Project Info Section ---
+st.markdown(
+    """
+    <div style="text-align: center;">
+        <h1 style="color: #4CAF50;">🌟 AI Classifier and Clustering Explorer 🌟</h1>
+        <h3 style="color: #555;">Explore ML Algorithms Visually & Analyze Performance</h3>
+        <p style="font-size: 18px;"><b>Project Description:</b> This project visualizes different machine learning models and their performance on classification and clustering tasks using various datasets.</p>
+        <p style="font-size: 18px;"><b>Team Members:</b> Zuhair Khan, Quaid Khalid, Anjaleen Swamni, Jay</p>
+    </div>
+    """,
+    unsafe_allow_html=True
+)
+
+st.markdown("---")
+
+# --- Sidebar Buttons ---
+st.sidebar.title("🔘 Choose a Task")
+
+st.sidebar.markdown("## 📚 Classifiers")
+knn_clicked = st.sidebar.button("🔵 KNN: Diagram & Prediction")
+naive_bayes_clicked = st.sidebar.button("🟢 Naive Bayes: Prediction")
+random_forest_clicked = st.sidebar.button("🟠 Random Forest: Prediction")
+
+st.sidebar.markdown("## 🎨 Clustering")
+kmeans_clicked = st.sidebar.button("🔴 K-Means: Visualization")
+
+st.sidebar.markdown("## 📊 Comparison")
+comparison_clicked = st.sidebar.button("📈 Compare All Models")
+
+# --- Main Area Display based on Button Click ---
+if knn_clicked:
+    st.header("🔵 K-Nearest Neighbors (KNN)")
+    st.write("You selected KNN. Running KNN visualization and prediction...")
+    # 🔥 Call your KNN function here
+    # your_knn_function()
+
+if naive_bayes_clicked:
+    st.header("🟢 Naive Bayes Classifier")
+    st.write("You selected Naive Bayes. Running prediction...")
+    # 🔥 Call your Naive Bayes function here
+    # your_naive_bayes_function()
+
+if random_forest_clicked:
+    st.header("🟠 Random Forest Classifier")
+    st.write("You selected Random Forest. Running prediction...")
+    # 🔥 Call your Random Forest function here
+    # your_random_forest_function()
+
+if kmeans_clicked:
+    st.header("🔴 K-Means Clustering")
+    st.write("You selected K-Means Clustering. Running visualization...")
+    # 🔥 Call your KMeans function here
+    # your_kmeans_function()
+
+if comparison_clicked:
+    st.header("📈 Model Performance Comparison")
+    st.write("Comparing performance of all models...")
+    # 🔥 Call your comparison function here
+    # your_performance_comparison_function()
+
+# --- Footer ---
+st.markdown("---")
+st.markdown(
+    """
+    <div style="text-align: center; font-size: 16px;">
+        Made with ❤️ by <b>Team Volund</b>
+    </div>
+    """,
+    unsafe_allow_html=True
+)