Create app.py

app.py

@@ -0,0 +1,55 @@
+import gradio as gr
+import matplotlib.pyplot as plt
+import numpy as np
+from matplotlib_venn import venn3
+
+def calculate_probabilities(A, B, C, AB, AC, BC, ABC):
+    total = A + B + C - AB - AC - BC + ABC
+
+    P_A = A / total
+    P_B = B / total
+    P_C = C / total
+    P_AB = AB / total
+    P_AC = AC / total
+    P_BC = BC / total
+    P_ABC = ABC / total
+    
+    return {
+        "P(A)": P_A,
+        "P(B)": P_B,
+        "P(C)": P_C,
+        "P(A ∩ B)": P_AB,
+        "P(A ∩ C)": P_AC,
+        "P(B ∩ C)": P_BC,
+        "P(A ∩ B ∩ C)": P_ABC,
+    }
+
+def plot_venn(A, B, C, AB, AC, BC, ABC):
+    plt.figure(figsize=(8, 8))
+    venn = venn3(subsets=(A, B, AB, C, AC, BC, ABC), set_labels=('A', 'B', 'C'))
+    plt.title("Venn Diagram")
+    plt.show()
+
+def main(A, B, C, AB, AC, BC, ABC):
+    plot_venn(A, B, C, AB, AC, BC, ABC)
+    probabilities = calculate_probabilities(A, B, C, AB, AC, BC, ABC)
+    return probabilities
+
+iface = gr.Interface(
+    fn=main,
+    inputs=[
+        gr.inputs.Number(label="Cantidad en A"),
+        gr.inputs.Number(label="Cantidad en B"),
+        gr.inputs.Number(label="Cantidad en C"),
+        gr.inputs.Number(label="Cantidad en A ∩ B"),
+        gr.inputs.Number(label="Cantidad en A ∩ C"),
+        gr.inputs.Number(label="Cantidad en B ∩ C"),
+        gr.inputs.Number(label="Cantidad en A ∩ B ∩ C")
+    ],
+    outputs=[
+        gr.outputs.Image(type="plot", label="Diagrama de Venn"),
+        gr.outputs.JSON(label="Probabilidades Calculadas")
+    ]
+)
+
+iface.launch()