Concetti Chiave
skscope library simplifies sparsity-constrained optimization in Python.
Statistiche
Numerical experiments reveal that skscope solvers achieve up to 80x speedup on competing relaxation solutions.
The coverages for the Python packages in skscope were over 95%.
Citazioni
"skscope leverages the powerful automatic differentiation to conduct algorithmic procedures without deriving and programming the exact form of gradient or hessian matrix."
"skscope offers well-designed and user-friendly interfaces so users can tackle SCO with minimal knowledge of mathematics and programming."