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Supports: CG, BiCGStab, GMRES, ILU preconditioning on CPU, Jacobi preconditioning.
Looks active and supported: recent commits to the code, active mailing list.
Supports CSR.
Supports some BLAS 1, 2, and 3 operations.
A cursory look didn't find any assembly operations - however, handles to the matrix structures can be accessed for assembly to be done outside the library.
Is very much by C++ programmers, for C++ programmers.