SOAR: A Synthesis Approach for Data Science API Refactoring.
Ansong NiDaniel RamosAidan Z. H. YangInês LynceVasco M. ManquinhoRuben MartinsClaire Le GouesPublished in: ICSE (2021)
Keyphrases
- data science
- source code
- big data
- statistical learning
- machine learning
- open source
- knowledge level
- cognitive architecture
- application programming interface
- explanation based learning
- general intelligence
- learning mechanism
- software systems
- production system
- high level
- cloud computing
- model selection
- pairwise
- data analysis
- high dimensional data
- data processing
- supervised learning
- software evolution
- database systems