liminal0.1.2 package

Multivariate Data Visualization with Tours and Embeddings

clamps

Rescale all columns of a matrix

compute_half_range

Compute range of axes for a tour

compute_proj_dist

Compute Frobenius norm of matrix-like objects x and y

liminal-package

liminal: interactive high-dimensional data visualisation

limn_tour

Tour a high dimensional dataset

limn_tour_link

Link a 2-d embedding with a tour

morphs

Morphing Projections

palettes

liminal color palettes

Download source packageRead PDF manual

Compose interactive visualisations designed for exploratory high-dimensional data analysis. With 'liminal' you can create linked interactive graphics to diagnose the quality of a dimension reduction technique and explore the global structure of a dataset with a tour. A complete description of the method is discussed in ['Lee' & 'Laa' & 'Cook' (2020) <arXiv:2012.06077>].

  • Maintainer: Stuart Lee
  • License: MIT + file LICENSE
  • Last published: 2021-05-28

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