Predictive synthesis of API-centric code
Daye Nam, Baishakhi Ray, Seohyun Kim, Xianshan Qu, Satish Chandra · 2022
Today’s programmers, especially data science practitioners, make heavy use of data-processing libraries (APIs) such as PyTorch, Tensorflow, NumPy, and the like. Program synthesizers can provide significant coding assistance to this community of users; however program synthesis also can be slow due to enormous search spaces.