Examples Changes

.gitattributes

@@ -0,0 +1 @@
+*.csv filter=lfs diff=lfs merge=lfs -text

app.py

@@ -23,35 +23,48 @@ with gr.Blocks() as app:
 
         with gr.Row(equal_height=True):
             with gr.Column():
-                file_input = gr.File(label="Upload CSV", file_types=[".csv"])
-                show_preview = gr.Checkbox(
-                    label="Show CSV Preview",
-                    value=False,
-                )
-                task_type = gr.Dropdown(
-                    ["Regression", "Classification"],
-                    label="Task Type",
-                    value="Regression",
-                )
-                model_group = gr.Dropdown(
-                    label="Model Group",
-                    choices=["Basic", "Bagging", "Boosting", "Stacking"],
-                    value="Basic",
-                )
-                model_name = gr.Dropdown(label="Model")
-                graph_type = gr.Dropdown(label="Graph Type")
+                with gr.Row(equal_height=True):
+                    with gr.Column():
+                        file_input = gr.File(label="Upload CSV", file_types=[".csv"])
+                        show_preview = gr.Checkbox(
+                            label="Show CSV Preview",
+                            value=False,
+                        )
+                        task_type = gr.Dropdown(
+                            ["Regression", "Classification"],
+                            label="Task Type",
+                            value="Regression",
+                        )
+                        model_group = gr.Dropdown(
+                            label="Model Group",
+                            choices=["Basic", "Bagging", "Boosting", "Stacking"],
+                            value="Basic",
+                        )
+                        model_name = gr.Dropdown(label="Model")
+                        graph_type = gr.Dropdown(label="Graph Type")
+
+                with gr.Row(equal_height=True):
+                    gr.Examples(
+                        examples=[
+                            ["assets/regression_example.csv", "Regression", "Basic"],
+                            ["assets/classification_example.csv", "Classification", "Basic"],
+                        ],
+                        inputs=[file_input, task_type, model_group],
+                        label="Example Datasets",
+                        examples_per_page=2,
+                    )
+                with gr.Row(equal_height=True):
+                    run_btn = gr.Button("Train & Evaluate", variant="primary", size="lg")
 
-        with gr.Row(equal_height=True):
-            run_btn = gr.Button("Train & Evaluate", variant="primary", size="lg")
-
-        with gr.Row(equal_height=True):
-            with gr.Column():
-                csv_preview = gr.Dataframe(label="CSV Preview", interactive=False, visible=False,)
-                output = gr.Dataframe(label="Evaluation Metrics", interactive=False)
-
-        with gr.Row(equal_height=True):
             with gr.Column():
-                plot = gr.Plot(label="Selected Graph")
+                with gr.Row(equal_height=True):
+                    with gr.Column():
+                        csv_preview = gr.Dataframe(label="CSV Preview", interactive=False, visible=False,)
+                        output = gr.Dataframe(label="Evaluation Metrics", interactive=False)
+
+                with gr.Row(equal_height=True):
+                    with gr.Column():
+                        plot = gr.Plot(label="Selected Graph")
 
         file_input.change(preview_csv, file_input, csv_preview)
         file_input.change(auto_set_task, file_input, task_type)

assets/classification_example.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6fc48130780445f4fc9f505cb55aa3945f76ec4386c4582eae60edf99cbb12a7
+size 128316

assets/regression_example.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:806a5947697896597fdb8258dc0a1d6881eac9d96501c3865a0abbb69b341471
+size 10918