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import gradio as gr
import numpy as np
def branin(x1, x2):
y = float(
(x2 - 5.1 / (4 * np.pi**2) * x1**2 + 5.0 / np.pi * x1 - 6.0) ** 2
+ 10 * (1 - 1.0 / (8 * np.pi)) * np.cos(x1)
+ 10
)
return y
iface = gr.Interface(
fn=branin,
inputs=[
gr.Number(0.25, label="x1", minimum=-5.0, maximum=10.0),
gr.Number(0.75, label="x2", minimum=0.0, maximum=10.0),
],
outputs=gr.Number(branin(0.25, 0.75), label="branin function value"),
)
iface.launch()
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