Deep Learning for Program Synthesis
By Rishabh Singh, Jacob Devlin, Abdelrahman Mohamed, and Pushmeet Kohli, Microsoft Research Despite the many advances in computing over the past decades, the actual process of writing computer software has not fundamentally changed — a programmer must manually code the exact algorithmic logic of a p
Deep Learning for Program Synthesis launched on April 21, 2017 with 93 votes, #433 of 3,007 launches that month and more than 90% of that year's launches. The site was still online in September 2026, 9 years on.
In plain words
Deep Learning for Program Synthesis is a research project from Microsoft that uses deep neural networks to automatically generate computer code. Rather than requiring programmers to manually write algorithmic logic step-by-step, the system learns to synthesize programs from examples or specifications. Developed by researchers at Microsoft, this tool aims to make programming more accessible by reducing the manual coding effort traditionally required to create software.
written from the facts on this page · September 2026
From the sources
By Rishabh Singh, Jacob Devlin, Abdelrahman Mohamed, and Pushmeet Kohli, Microsoft Research Despite the many advances in computing over the past decades, the actual process of writing computer software has not fundamentally changed — a programmer must manually code the exact algorithmic logic of a program in a step-by-step manner using a specialized programming language. Although programming langu
Despite the many advances in computing over the past decades, the actual process of writing computer software has not fundamentally changed — a programmer must manually code the exact algorithmic logic of a program in a step-by-step manner using a specialized programming language. Although programming languages have become much more user-friendly over the years, learning how to program is still a major endeavor that most computer users have not undertaken. In a recent paper (opens in new tab) , we report our latest work in deep learning for program synthesis , where deep neural networks learn how to generate computer programs based on a user’s intent . The user simply provides a few…from microsoft.com
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