Remove gradio version

app.py

@@ -224,7 +224,7 @@ with gr.Blocks(theme=gr.themes.Soft()) as app:
                         info="'l1' or 'l2', separated by a comma",
                         interactive=True,
                     )
-                    
+
         with gr.Tab("DESCRIPTION OF PARAMETERS"):
             gr.Markdown("""### Classifier Alpha""")
             gr.Markdown(load_description("parameter_grid/alpha"))
@@ -267,8 +267,14 @@ with gr.Blocks(theme=gr.themes.Soft()) as app:
 
     brn_train.click(
         train_model,
-        [drop_categories, vect__max_df, vect__min_df, vect__ngram_range, vect__norm],
-        [plot_trade, plot_coordinates, best_parameters, test_accuracy],
+        inputs=[
+            drop_categories,
+            vect__max_df,
+            vect__min_df,
+            vect__ngram_range,
+            vect__norm,
+        ],
+        outputs=[plot_trade, plot_coordinates, best_parameters, test_accuracy],
     )
 
 app.launch()

requirements.txt

@@ -2,5 +2,4 @@ numpy
 scikit-learn
 plotly
 matplotlib
-pandas
-gradio==3.28.3
+pandas