MLCatchUp: Automated Update of Deprecated Machine-Learning APIs in Python.
Stefanus A. HaryonoFerdian ThungDavid LoJulia LawallLingxiao JiangPublished in: ICSME (2021)
Keyphrases
- machine learning
- open source
- machine learning methods
- pattern recognition
- machine learning algorithms
- semi automated
- data mining
- computer vision
- fully automated
- computational intelligence
- artificial intelligence
- active learning
- text classification
- knowledge acquisition
- semi supervised learning
- text mining
- computer science
- reinforcement learning
- learning systems
- machine learning approaches
- computational biology
- open source software
- application developers
- natural language
- databases
- source code
- natural language processing
- inductive logic programming
- graphical user interface
- automated analysis
- development tools
- genetic algorithm
- update operations
- explanation based learning
- decision trees
- inductive learning
- learning tasks
- lightweight
- supervised learning
- programming language