fix trainScript line tabs
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@ -108,16 +108,16 @@ def train():
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mlflow.log_param('learning_rate', learning_rate)
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mlflow.log_metric('final_loss', min(hist["val_loss"]))
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signature = mlflow.models.signature.infer_signature(house_price_features, linear_model.predict(house_price_features))
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tracking_url_type_store = urlparse(mlflow.get_tracking_uri()).scheme
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sampleInp = [0.0, 0.0, 2.0, 904.129525, 1.000000, 1.000000, 20.098413, 79.107860]
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# expected value is 49.7
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if tracking_url_type_store != "file":
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mlflow.keras.log_model(linear_model, "linear-model", registered_model_name="HousePriceLinear", signature=signature)
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else:
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mlflow.keras.log_model(linear_model, "model", signature=signature, input_example=np.array(sampleInp))
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signature = mlflow.models.signature.infer_signature(house_price_features, linear_model.predict(house_price_features))
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tracking_url_type_store = urlparse(mlflow.get_tracking_uri()).scheme
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sampleInp = [0.0, 0.0, 2.0, 904.129525, 1.000000, 1.000000, 20.098413, 79.107860]
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# expected value is 49.7
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if tracking_url_type_store != "file":
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mlflow.keras.log_model(linear_model, "linear-model", registered_model_name="HousePriceLinear", signature=signature)
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else:
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mlflow.keras.log_model(linear_model, "model", signature=signature, input_example=np.array(sampleInp))
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if __name__ == '__main__':
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train()
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