Couler: Unified Machine Learning Workflow Optimization in Cloud.
Xiaoda WangYuan TangTengda GuoBo SangJingji WuJian ShaKe ZhangJiang QianMingjie TangPublished in: CoRR (2024)
Keyphrases
- machine learning
- optimization algorithm
- optimization problems
- optimization model
- cloud computing
- decision trees
- computer science
- information extraction
- natural language processing
- inductive logic programming
- global optimization
- optimization method
- text classification
- supervised learning
- knowledge base
- feature selection
- learning algorithm
- multi objective
- database
- computational intelligence
- data analysis
- case study
- knowledge acquisition
- model selection
- web services
- semi supervised learning
- machine learning methods
- genetic algorithm
- optimization process
- neural network