Consider the following scenario - You write a comment "create a function that fetches all machine learning tweets and saves it to a file", and a deep learning model generates a full python function that achieves this goal (see screenshot below). It imports a suitable library, creates the required boilerplate authentication code and call structure such that you have decent functionality with minimal effort!The research area, frequently referred to as deep learning for program synthesis has recently become quite active, with useful applications in improving developer productivity (e.g., reducing time to implement features), improving the experience for developers exploring a new language or framework or even helping novice developers understand existing code.
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Deep Learning Models that Write Code - Issue…
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Consider the following scenario - You write a comment "create a function that fetches all machine learning tweets and saves it to a file", and a deep learning model generates a full python function that achieves this goal (see screenshot below). It imports a suitable library, creates the required boilerplate authentication code and call structure such that you have decent functionality with minimal effort!The research area, frequently referred to as deep learning for program synthesis has recently become quite active, with useful applications in improving developer productivity (e.g., reducing time to implement features), improving the experience for developers exploring a new language or framework or even helping novice developers understand existing code.