Welcome to polyfit’s documentation!
polyfit enables convenient multivariate sklearn-compatible polynomial regression. Compared to sklearn, the underlying convex optimization algorithms are sometimes more stable than the ones used by sklearn. Furthermore, polyfit enables shape constrained models to make the fit monotonic or convex for example. Note that these shape constraints are enforced by inequality constraints in the optimization problem which might be numerically unstable.
Installation
pip install polyfit
Contents: