OMLT: Optimization & Machine Learning Toolkit.
Francesco CecconJordan JalvingJoshua HaddadAlexander ThebeltCalvin TsayCarl D. LairdRuth MisenerPublished in: CoRR (2022)
Keyphrases
- machine learning
- optimization algorithm
- learning algorithm
- artificial intelligence
- optimization method
- global optimization
- constrained optimization
- optimization problems
- machine learning algorithms
- optimization methods
- optimization process
- explanation based learning
- decision trees
- computer vision
- optimization model
- data mining
- inductive learning
- optimal design
- text mining
- knowledge discovery
- pattern recognition
- reinforcement learning
- computational intelligence
- information extraction
- statistical methods
- kernel methods
- cost function
- computer science
- training data
- social networks
- real world
- discrete optimization
- supervised machine learning
- optimization strategies