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