app.py

import numpy as np

def entropy(X):
    n = len(X)

    counts = np.bincount(X)
    probs = counts[np.nonzero(counts)] / n

    en = 0
    for i in range(len(probs)):
        en = en - probs[i] * np.log(probs[i])/np.log(2)

    return en

def string_to_list(string):
    # Divide la cadena en una lista de subcadenas separadas por comas
    substrings = string.split(',')
    
    # Convierte cada subcadena en un número entero y agrega a una lista
    response = substrings
    return response

# ********************************************************************************
# INTERFAZ
# ********************************************************************************
    
import gradio as gr

def function(valores):
    return entropy(string_to_list(valores))

examples = [["1,2,3,4,5,6,7,8,9"],
            ["1,1,1,1,1,1,1,1,2"],
            ["1,2,1,2,1,2,1,2,1"],
            ["8,8,8,8,8,8,8,8,8"],
            ["1,2,3,1,2,3,1,2,3"]]

demo = gr.Interface(
    fn=function,
    inputs=gr.Textbox(lines=3, label="Valores", placeholder="Ingrese los valores separados por comas..."),
    outputs=gr.Textbox(lines=3, label="Resultado", placeholder="Resultado..."),
    title="Calcular entropía",
    examples=examples
)

demo.launch(inline=False)