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- **Total re-write** that is incompatible with earlier version
- Built-in solvers: non-negative least squares (scipy.optimize.nnls), ordinary
least squares (scipy.linalg.lstsq)
- Native support for scikit-learn estimators as least squares solvers / regressor
- Can now explicitly list and order constraints.