fewer parameters

app.py

@@ -14,34 +14,13 @@ model = joblib.load(model_dir + "/model.pkl")
 
 def air_quality(temp, humidity, precip, pressure, cloudcover, visibility, uvindex):
     input_list=[]
-    input_list.append()
-    input_list.append()
-    input_list.append()
-    input_list.append()
     input_list.append("Helsinki") #city
-    input_list.append()#tempmax
-    input_list.append()#tempmin
     input_list.append(temp)
-    input_list.append()#feelslikemax
-    input_list.append()#feelslikemin
-    input_list.append()#feelslike
-    input_list.append()#dew
     input_list.append(humidity)
     input_list.append(precip)
-    input_list.append()#precipprob
-    input_list.append()#precipcover
-    input_list.append()#snow
-    input_list.append()#snowdepth
-    input_list.append()#windgust
-    input_list.append()#windspeed
-    input_list.append()#winddir
-    input_list.append(pressure)
     input_list.append(cloudcover)
     input_list.append(visibility)
-    input_list.append()
-    input_list.append()
     input_list.append(uvindex)
-    input_list.append()
 
     res = model.predict(np.asarray(input_list).reshape(1,-1))
     return res[0]
@@ -52,13 +31,12 @@ aqi = gr.Interface(
     description="Predictive air quality model for Helsinki",
     allow_flagging="never",
     inputs=[
-        gr.components.Slider(-30,35, value=0, label="temperature"), #temp
-        gr.components.Slider(-4,4,value=0, label="humidity"),
-        gr.components.Slider(-1,10,value=0, label="precip"),
-        gr.components.Slider(-5,5,value=0, label="pressure"),
-        gr.components.Slider(-2,2,value=0, label="cloudcover"),
-        gr.components.Slider(-3,2,value=0, label="visibility"),
-        gr.components.Slider(-2,3,value=0, label="uvindex")
+        gr.components.Slider(-30,35, value=0, label="What is today's temperature?"), #temp
+        gr.components.Slider(-4,4,value=0, label="Today's humidity?"),
+        gr.components.Slider(-1,10,value=0, label="How much precipitation today?"),
+        gr.components.Slider(-2,2,value=0, label="How cloudy is it today?"),
+        gr.components.Slider(-3,2,value=0, label="How good is visibility today?"),
+        gr.components.Slider(-2,3,value=0, label="What is the uvindex today?")
     ],
     outputs=["label"],
 )