Update app.py

app.py

@@ -1,8 +1,4 @@
-### CSCI 4750/5750: regression models and gradient descent
-
-
-### CSCI 4750/5750: regression models
-
+### ML Demo: regression models and gradient descent
 
 import gradio as gr
 import matplotlib
@@ -194,7 +190,7 @@ input_slope_random = gr.Slider(-8, 8, step=0.5, value=-1, label='(Random) Slope'
 
 input_gradients = gr.Checkbox(label="Apply Gradient Descent")
 
-input_learningrate = gr.Slider(0,1, step=0.001, value=0.05, label='Learning Rate')
+input_learningrate = gr.Slider(0,1, step=0.001, value=0.01, label='Learning Rate')
 input_iteration = gr.Slider(1, 1000, step=5, value=800, label='Iteration')