quollr - Visualising How Nonlinear Dimension Reduction Warps Your Data
To construct a model in 2-D space from 2-D nonlinear dimension reduction data and then lift it to the high-dimensional space. Additionally, provides tools to visualise the model overlay the data in 2-D and high-dimensional space. Furthermore, provides summaries and diagnostics to evaluate the nonlinear dimension reduction layout.
Last updated
cpp
8.26 score 8 stars 1 dependents 106 scripts 191 downloads
cardinalR - Collection of Data Structures
A collection of functions to generate a large variety of structures in high dimensions. These data structures are useful for testing, validating, and improving algorithms used in dimensionality reduction, clustering, machine learning, and visualization.
Last updated
5.89 score 2 stars 20 scripts 210 downloads