dalex: Responsible Machine Learning with Interactive Explainability and Fairness in Python.
Hubert BanieckiWojciech KretowiczPiotr PiatyszekJakub WisniewskiPrzemyslaw BiecekPublished in: J. Mach. Learn. Res. (2021)
Keyphrases
- machine learning
- programming language
- user friendly
- machine learning methods
- open source
- pattern recognition
- neural network
- artificial intelligence
- supervised machine learning
- computer graphics
- information extraction
- text mining
- graphical user interface
- game theory
- resource allocation
- database
- machine learning approaches
- explanation based learning
- computational intelligence
- natural language processing
- knowledge representation
- active learning
- machine learning and data mining
- open source software
- graphical interface
- learning systems
- data mining
- virtual reality
- decision trees
- machine learning algorithms
- text classification
- learning algorithm
- general purpose
- support vector machine
- data analysis