skscope simplifies sparsity-constrained optimization in Python.
problem Tedious mathematical deduction and programming for sparsity-constrained optimization.
method Introduces skscope, a Python library that allows users to solve sparsity-constrained optimization problems by just programming the objective function.
result skscope enables state-of-the-art solvers to quickly attain sparse solutions in high-dimensional spaces, achieving up to 80x speedup.