Grounding Data Science Code Generation with Input-Output Specifications.
Yeming WenPengcheng YinKensen ShiHenryk MichalewskiSwarat ChaudhuriAlex PolozovPublished in: CoRR (2024)
Keyphrases
- input output
- code generation
- data science
- big data
- statistical learning
- machine learning
- application development
- formal specification
- code generator
- software development
- modeling language
- model driven
- rapid prototyping
- internal states
- software reuse
- design patterns
- data management
- case study
- ibm zenterprise
- computer aided
- information theory
- data sets
- database applications
- cloud computing
- model selection
- social media
- information technology
- expert systems
- e learning
- real world
- databases