quollr - Visualising How Nonlinear Dimension Reduction Warps Your Data
To construct a model in 2D space from 2D embedding data and then lift it to the high-dimensional space. Additionally, it provides tools to visualize the model in 2D space and to overlay the fitted model on data using the tour technique. Furthermore, it facilitates the generation of summaries of high-dimensional distributions.
Last updated 1 months ago
6.18 score 3 stars 7 scripts 150 downloads
cardinalR - Collection of Data Structures
A collection of simple simulation datasets designed for generating Nonlinear Dimension Reduction representations techniques such as t-distributed Stochastic Neighbor Embedding, and Uniform Manifold Approximation and Projection. These datasets serve as a valuable resource for understanding the reliability of Nonlinear Dimension Reduction representations in various contexts.
Last updated 8 days ago
4.54 score 234 downloads