Static inference meets deep learning: a hybrid type inference approach for python

Type inference for dynamic programming languages such as Python is an important yet challenging task. Static type inference techniques can precisely infer variables with enough static constraints but are unable to handle variables with dynamic features. Deep learning (DL) based approaches are featur...

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Bibliographic Details
Main Authors: PENG, Yun, GAO, Cuiyun, LI, Zongjie, GAO, Bowei, LO, David, ZHANG, Qirun, LYU, Michael R.
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2022
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Online Access:https://ink.library.smu.edu.sg/sis_research/7688
https://ink.library.smu.edu.sg/context/sis_research/article/8691/viewcontent/static.pdf
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Institution: Singapore Management University
Language: English
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