dalex: Responsible Machine Learning with Interactive Explainability and Fairness in Python.
Hubert BanieckiWojciech KretowiczPiotr PiatyszekJakub WisniewskiPrzemyslaw BiecekPublished in: CoRR (2020)
Keyphrases
- machine learning
- open source
- machine learning algorithms
- computer vision
- machine learning methods
- pattern recognition
- artificial intelligence
- machine learning and data mining
- natural language processing
- supervised learning
- learning systems
- knowledge acquisition
- virtual reality
- computational intelligence
- inductive logic programming
- machine learning approaches
- resource allocation
- programming language
- open source software
- user friendly
- user interaction
- model selection
- text classification
- text mining
- object oriented
- development tools
- graphical interface
- learning tasks
- real world
- game theory
- transfer learning
- computer graphics
- support vector machine
- computer science
- knowledge base
- data mining