Create app.py
Browse files
app.py
ADDED
|
@@ -0,0 +1,53 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import numpy as np
|
| 2 |
+
import matplotlib.pyplot as plt
|
| 3 |
+
import gradio as gr
|
| 4 |
+
|
| 5 |
+
def plot_polynomial(degree, coeff_input):
|
| 6 |
+
try:
|
| 7 |
+
coeffs = list(map(float, coeff_input.strip().split()))
|
| 8 |
+
if len(coeffs) != degree + 1:
|
| 9 |
+
return "β οΈ Please enter exactly {} coefficients.".format(degree + 1), None
|
| 10 |
+
|
| 11 |
+
coeffs = np.array(coeffs)
|
| 12 |
+
roots = np.roots(coeffs)
|
| 13 |
+
real_roots = [r.real for r in roots if np.isclose(r.imag, 0, atol=1e-5)]
|
| 14 |
+
|
| 15 |
+
# Plotting
|
| 16 |
+
x_vals = np.linspace(-10, 10, 400)
|
| 17 |
+
y_vals = np.polyval(coeffs, x_vals)
|
| 18 |
+
|
| 19 |
+
fig, ax = plt.subplots(figsize=(6, 4))
|
| 20 |
+
ax.plot(x_vals, y_vals, label="Polynomial Curve", color="blue")
|
| 21 |
+
ax.axhline(0, color='black', linewidth=0.5)
|
| 22 |
+
ax.axvline(0, color='black', linewidth=0.5)
|
| 23 |
+
|
| 24 |
+
for root in real_roots:
|
| 25 |
+
ax.scatter(root, 0, color="red", s=100)
|
| 26 |
+
|
| 27 |
+
ax.set_title("π Graph of the Polynomial")
|
| 28 |
+
ax.set_xlabel("x")
|
| 29 |
+
ax.set_ylabel("f(x)")
|
| 30 |
+
ax.grid(True, linestyle='--', linewidth=0.5)
|
| 31 |
+
ax.legend()
|
| 32 |
+
|
| 33 |
+
return "β
Real roots: {}".format(real_roots if real_roots else "None found."), fig
|
| 34 |
+
except Exception as e:
|
| 35 |
+
return f"β Error: {e}", None
|
| 36 |
+
|
| 37 |
+
# Gradio UI
|
| 38 |
+
with gr.Blocks() as demo:
|
| 39 |
+
gr.Markdown("## π Welcome to MathWizz π\nPlot and Analyze Your Polynomial")
|
| 40 |
+
|
| 41 |
+
degree = gr.Slider(label="Select Degree", minimum=1, maximum=10, value=2, step=1)
|
| 42 |
+
coeff_input = gr.Textbox(label="Enter Coefficients (space-separated)", placeholder="e.g. 1 -3 2")
|
| 43 |
+
|
| 44 |
+
output_text = gr.Textbox(label="Result")
|
| 45 |
+
output_plot = gr.Plot(label="Polynomial Curve")
|
| 46 |
+
|
| 47 |
+
submit = gr.Button("Plot Polynomial")
|
| 48 |
+
|
| 49 |
+
submit.click(fn=plot_polynomial,
|
| 50 |
+
inputs=[degree, coeff_input],
|
| 51 |
+
outputs=[output_text, output_plot])
|
| 52 |
+
|
| 53 |
+
demo.launch()
|