Create inference.py

inference.py

@@ -0,0 +1,11 @@
+import joblib
+import numpy as np
+
+class Model:
+    def __init__(self):
+        self.model = joblib.load("mnist_logistic_regression.pkl")  # Change for logistic and RF
+
+    def predict(self, inputs):
+        inputs = np.array(inputs).reshape(1, -1)
+        digit = self.model.predict(inputs)[0]
+        return {"digit": int(digit)}