Seldonian Toolkit: Building Software with Safe and Fair Machine Learning.
Austin HoagJames E. KostasBruno Castro da SilvaPhilip S. ThomasYuriy BrunPublished in: ICSE Companion (2023)
Keyphrases
- machine learning
- decision trees
- data mining
- machine learning methods
- learning algorithm
- software design
- pattern recognition
- software tools
- software development
- information extraction
- supervised machine learning
- computational biology
- text mining
- learning systems
- knowledge acquisition
- software architecture
- learning problems
- inductive logic programming
- graphical user interfaces
- computer systems
- real time
- computer vision
- semi supervised learning
- machine learning algorithms
- computational intelligence
- active learning
- user interface
- embedded systems
- natural language
- reinforcement learning
- explanation based learning
- feature selection
- software application
- real world