Create app.py

app.py

@@ -0,0 +1,39 @@
+import gradio as gr
+from NeuralNetwork_UI import NeuralNetwork_UI
+from RandomForest_UI import RandomForest_UI
+from SVM_UI import SVM_UI
+from KNN_UI import KNN_UI
+
+
+def default_ui() -> gr.Blocks:
+    with gr.Blocks() as interface:
+        gr.Markdown(
+            """
+        For this project we will be using [this](https://www.kaggle.com/datasets/valakhorasani/gym-members-exercise-dataset/discussion/543798) dataset.
+        """
+        )
+
+    return interface
+
+
+def launch_UI():
+    nn_ui = NeuralNetwork_UI()
+    rf_ui = RandomForest_UI()
+    svm_ui = SVM_UI()
+    knn_ui = KNN_UI()
+
+    ui = gr.TabbedInterface(
+        [
+            default_ui(),
+            nn_ui.get_interface(),
+            rf_ui.get_interface(),
+            svm_ui.get_interface(),
+            knn_ui.get_interface(),
+        ],
+        ["Menu", "Neural Network", "Random Forest", "SVM", "KNN"],
+    )
+    ui.launch()
+
+
+if __name__ == "__main__":
+    launch_UI()