fix

app.py

@@ -62,7 +62,7 @@ def main():
         11,
         value=9,
     )
-    is_centering = st.sidebar.toggle("centering embeddings", value=True)
+    is_centering = st.sidebar.checkbox("centering embeddings", value=True)
     ot_type = st.sidebar.radio(
         "type",
         ["OT", "POT", "UOT"],
@@ -71,7 +71,7 @@ def main():
         help="optimal transport algorithm to be used",
     )
     ot_type = ot_type.lower()
-    sinkhorn = st.sidebar.toggle(
+    sinkhorn = st.sidebar.checkbox(
         "sinkhorn", value=True, help="use sinkhorn algorithm"
     )
     distortion = st.sidebar.slider(