Microsoft Technology Licensing, LLC

Andris Birkmanis

Fei Chen

Joel Daniel Young

Songxiang Gu

Xuebin Yan

Chang-Ming Tsai

The disclosed embodiments provide a system for processing data. During operation, the system obtains a function call for a function that calculates an attribute associated with a machine learning model. For each argument of the function call, the system identifies a parameter type of the argument, wherein the parameter type represents a type of data used with the machine learning model. The system also obtains a value accessor for retrieving features specific to the parameter type and obtains a value represented by the argument using the value accessor. The system then calculates the attribute by applying the function to the value and uses the attribute to execute the machine learning model.

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Redwood City, CA, United States of America

Andris Birkmanis