Download, compile and install gotoBLAS2 (NOTE: With new CPU, it may have errors when compiling. We can get solutions by searching the errors information online).
Download, compile and install SuiteSparse.
Just follow the manual then everything should be OK. Here is a demo which uses CHOLMOD as linear sparse solver.