No need to take the inverse log

app.py

@@ -9,7 +9,6 @@ import gradio as gr
 import seaborn as sns
 import matplotlib.pyplot as plt
 from datasets import load_dataset, get_dataset_split_names
-from scipy.special import expit
 from matplotlib.ticker import FixedLocator, StrMethodFormatter
 
 from hdinterval import HDI, HDInterval
@@ -35,7 +34,7 @@ def compare(df, model_1, model_2):
                    columns=mcol,
                    values='value'))
 
-    return expit(view[model_1] - view[model_2])
+    return view[model_1] - view[model_2]
 
 #
 #

requirements.txt

@@ -3,4 +3,3 @@ gradio
 matplotlib
 pandas
 seaborn
-scipy