The official SuiteSparse library: a suite of sparse matrix algorithms authored or co-authored by Tim Davis, Texas A&M University.
Sparse multi-dimensional arrays for the PyData ecosystem
Armadillo: fast C++ library for linear algebra (matrix maths) & scientific computing
Pure Java LP, QP and MIP solvers plus fast linear algebra. Zero dependencies, MIT licensed. Mathematical optimization and linear algebra for the JVM.