Matrix Theory and Algorithms

traceax: a JAX-based framework for stochastic trace estimation

traceax provides a scalable framework for stochastic trace estimation, offering efficient and accurate trace computation with reduced memory and runtime compared to direct methods.

Fast and accurate out-of-core PCA framework for large scale biobank data

PCAone is a fast and memory-efficient PCA framework that outperforms existing methods on large-scale biobank and single-cell RNA sequencing data.