Library for faster pinned CPU <-> GPU transfer in Pytorch

Sparse modeling and Compressive sensing in Python

Code for the paper "Learning sparse transformations through backpropagation"

Python implementation of the sparse clustering methods

Python implementation of "Data-dependent Learning of Symmetric/Antisymmetric Relations for Knowledge Base Completion [Manabe+. 2018]"

Physically-informed model discovery of systems with nonlinear, rational terms using the SINDy-PI method. Contains functionality for spectral filtering/differentiation.

STELA algorithm for sparsity regularized linear regression (LASSO)

Python 3 environment for benchmarking PRIISM