FIG is a method for performing dimensionality reduction on noisy, high dimensional dynamical processes with a focus on data visualization.
Preprint: Haozhe Chen, Andres Felipe Duque Correa, Guy Wolf, Kevin R. Moon, "Noisy Data Visualization using Functional Data Analysis," arXiv, 2024.
The link to this paper is here.
The PHATE package is required.
There is a Python demo on how to use FIG.