Upload 3 files

app.py

@@ -0,0 +1,35 @@
+import streamlit as st
+import pickle
+
+st.title("Predict flood probability :water_polo:") 
+model=pickle.load(open("flood.pkl","rb"))
+MonsoonIntensity=st.number_input("MonsoonIntensity",0,16)
+TopographyDrainage=st.number_input("TopographyDrainage",0,18)
+RiverManagement=st.number_input("RiverManagement",0,16)
+Deforestation=st.number_input("Deforestation",0,17)
+Urbanization=st.number_input("Urbanization",0,17)
+ClimateChange=st.number_input("ClimateChange",0,17)
+DamsQuality=st.number_input("DamsQuality",0,16)
+Siltation=st.number_input("Siltation",0,16)
+AgriculturalPractices=st.number_input("AgriculturalPractices",0,16)
+Encroachments=st.number_input("Encroachments",0,18)
+IneffectiveDisasterPreparedness=st.number_input("IneffectiveDisasterPreparedness",0,16)
+DrainageSystems=st.number_input("DrainageSystems",0,17)
+CoastalVulnerability=st.number_input("CoastalVulnerability",0,17)
+Landslides=st.number_input("Landslides",0,16)
+Watersheds=st.number_input("Watersheds",0,16)
+DeterioratingInfrastructure=st.number_input("DeterioratingInfrastructure",0,17)
+PopulationScore =st.number_input("PopulationScore ",0,18)
+WetlandLoss=st.number_input("WetlandLoss",0,19)
+InadequatePlanning =st.number_input("InadequatePlanning ",0,16)
+PoliticalFactors=st.number_input("PoliticalFactors",0,16)
+if st.button("Tahmin et"):
+    tahmin=model.predict([[MonsoonIntensity,TopographyDrainage,RiverManagement,Deforestation,Urbanization,ClimateChange,
+                           DamsQuality,Siltation,AgriculturalPractices,Encroachments,IneffectiveDisasterPreparedness,DrainageSystems,
+                           CoastalVulnerability,Landslides,Watersheds,DeterioratingInfrastructure,PopulationScore,WetlandLoss,
+                           InadequatePlanning,PoliticalFactors
+                           ]])
+    # tahmin=round(tahmin[0][0],2)
+    st.success(f"Flood Prediction:{tahmin}")
+
+

flood.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7690474cc9cac6041c67bffeb5f587f07df50b0a3516608c963dfcda8411728e
+size 1039

requirements.txt

@@ -0,0 +1,7 @@
+#paketi kurmak için ihtiyacımız olan paketlerin isimlerini yazıyoruz
+
+#huggingface için requirements
+streamlit
+scikit-learn
+# pickle
+# pandas