Professional PR

app.py

@@ -5,7 +5,7 @@ import hopsworks
 import joblib
 import pandas as pd
 
-project = hopsworks.login(project="zeihers_mart")
+project = hopsworks.login()
 fs = project.get_feature_store()
 
 
@@ -38,10 +38,10 @@ demo = gr.Interface(
     description="Experiment with sepal/petal lengths/widths to predict which flower it is.",
     allow_flagging="never",
     inputs=[
-        gr.Number(value=2.0, label="sepal length (cm)"),
-        gr.Number(value=1.0, label="sepal width (cm)"),
-        gr.Number(value=2.0, label="petal length (cm)"),
-        gr.Number(value=1.0, label="petal width (cm)"),
+        gr.inputs.Number(default=2.0, label="sepal length (cm)"),
+        gr.inputs.Number(default=1.0, label="sepal width (cm)"),
+        gr.inputs.Number(default=2.0, label="petal length (cm)"),
+        gr.inputs.Number(default=1.0, label="petal width (cm)"),
         ],
     outputs=gr.Image(type="pil"))
 

requirements.txt

@@ -1,3 +1,3 @@
 hopsworks
 joblib
-scikit-learn==1.3.2
+scikit-learn==1.1.1