mgcpy: A Comprehensive High Dimensional Independence Testing Python Package.
Sambit PandaSatish PalaniappanJunhao XiongAnanya SwaminathanSandhya RamachandranEric W. BridgefordCencheng ShenJoshua T. VogelsteinPublished in: CoRR (2019)
Keyphrases
- high dimensional
- open source
- dimensionality reduction
- low dimensional
- programming language
- multi modal
- open source software
- sparse data
- parameter space
- multi dimensional
- object oriented
- bayesian networks
- software package
- high dimensional spaces
- conditional independence
- software testing
- metric space
- sparse coding
- graphical models
- noisy data
- similarity search
- high dimensional data
- real time
- software engineering
- data points
- similarity measure
- website
- feature selection
- information systems