ALEXANDRIA, Va., April 7 -- United States Patent no. 12,596,549, issued on April 7, was assigned to TATA CONSULTANCY SERVICES Ltd. (Mumbai, India).

"Method and system for acceleration of slower data processing codes in machine learning pipelines" was invented by Mayank Mishra (Thane West, India) and Rekha Singhal (Thane West, India).

According to the abstract* released by the U.S. Patent & Trademark Office: "Data processing code in machine learning pipelines is primarily done using data frame APIs provided by Pandas and similar libraries. Though, these libraries are easy to use, their temporal performance is worse than similar code written using NumPy or other high-performance libraries. Embodiments herein provide a system and method for ...