From Programs to Deep Models – Part 3: Code Completion
This post discusses the task of automatic code completion through the application of deep learning methods.
From Programs to Deep Models – Part 2
The wealth of code now available on-line is fertile ground to enable machine learning to be applied to programming tasks. This post is the second in a series on this topic, focusing on the tasks of semantically labeling and captioning code.
From Programs to Deep Models – Part 1
The wealth of code now available on-line is fertile ground to enable machine learning to be applied to programming tasks. This post discusses the promise of and some progress on the problem “deep code.” It is the first in a series.
