New features:
- Implement continuous derivative at split points 7.
- Implement extrapolation methods.
- Add parameter ``max_iter`` to control the maximum number of iterations for solvers.
- Add y-space linear or logarithmic transformation via parameter ``space``.
Improvements
- Improve formulation for lower and upper bound constraints when monotonicity constraints are active.
- Improve computation of problem matrices.