init

app.py

@@ -231,9 +231,9 @@ def run(num1, num2, num3, num4, num5, random_seed, submit):
     plt.close()
 
     if submit == 0:
-        text = "Press \"Start Regressing!\" if your are happy with the training data"
+        text = "Press \"Start Regressing\" if your are happy with the training data. Regression takes ~10s."
     else:
-        text = "Press \"Prepare Training Data\" to change the training data"
+        text = "Press \"Prepare Training Data\" to change the training data. You may also change the random seed."
     if submit == 1:
         if not osp.exists('train_log'):
             os.mkdir('train_log')
@@ -249,11 +249,11 @@ def run(num1, num2, num3, num4, num5, random_seed, submit):
 iface = gr.Interface(
     fn=run,
     inputs=[
-            gr.inputs.Slider(0, 100, default=2, step=1, label='Label percentage in [0, 2)'),
-            gr.inputs.Slider(0, 100, default=20, step=1, label='Label percentage in [2, 4)'),
-            gr.inputs.Slider(0, 100, default=100, step=1, label='Label percentage in [4, 6)'),
-            gr.inputs.Slider(0, 100, default=20, step=1, label='Label percentage in [6, 8)'),
-            gr.inputs.Slider(0, 100, default=2, step=1, label='Label percentage in [8, 10)'),
+            gr.inputs.Slider(0, 100, default=2, step=0.1, label='Label percentage in [0, 2)'),
+            gr.inputs.Slider(0, 100, default=20, step=0.1, label='Label percentage in [2, 4)'),
+            gr.inputs.Slider(0, 100, default=100, step=0.1, label='Label percentage in [4, 6)'),
+            gr.inputs.Slider(0, 100, default=20, step=0.1, label='Label percentage in [6, 8)'),
+            gr.inputs.Slider(0, 100, default=2, step=0.1, label='Label percentage in [8, 10)'),
             gr.inputs.Number(default=0, label='Random Seed', optional=False),
             gr.inputs.Radio(['Prepare Training Data', 'Start Regressing!'],
                             type="index", default=None, label='Mode', optional=False),