Upload app.py

app.py

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+
+import gradio as gr
+import joblib
+import numpy as np
+
+model = joblib.load("game_model.joblib")
+scaler = joblib.load("scaler.joblib")
+
+def predict(NA, EU, JP, OTHER, YEAR):
+    X = np.array([[NA, EU, JP, OTHER, YEAR]])
+    X_scaled = scaler.transform(X)
+    pred = model.predict(X_scaled)[0]
+    return pred
+
+app = gr.Interface(
+    fn=predict,
+    inputs=[
+        gr.Number(label="NA_Sales"),
+        gr.Number(label="EU_Sales"),
+        gr.Number(label="JP_Sales"),
+        gr.Number(label="Other_Sales"),
+        gr.Number(label="Year")
+    ],
+    outputs="number",
+    title="Game Sales Predictor"
+)
+
+app.launch()