Create app.py

app.py

@@ -0,0 +1,40 @@
+import gradio as gr
+import numpy as np
+
+def entropy_calculator(values):
+    n = len(values)
+
+    counts = np.bincount(values)
+    probabilities = counts[np.nonzero(counts)] / n
+    
+    result = 0
+    for i in range(len(probabilities)):
+        result = result - probabilities[i] * np.log(probabilities[i])/np.log(2)
+
+    return result
+
+def function(values):
+    substrings = values.split(',')
+    return entropy_calculator(substrings)
+
+value1 = gr.Textbox(lines=3, label="Values", placeholder="Please enter the values separated by commas...")
+value2 = gr.Textbox(lines=3, label="Entropy", placeholder="Entropy...")
+                            
+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=value1,
+    outputs=value2,
+    title="Entropy calculator",
+    examples=examples,
+    description="Calculate the entropy of a set of values."
+)
+
+demo.launch(debug=True)