statsmodels
https://github.com/statsmodels/statsmodels
Python
Statsmodels: statistical modeling and econometrics in Python
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- Issues
- ENH/Design: combination and addition of penalty functions
- Design: options for parameterization/constraints in GAM
- ENH/Design: support for spline-dummy interaction in penalized/GAM
- BUG/REF: Regression Results use_t wrong if cov_type='nonrobust'
- ENH: sandwich cov_type of Theil/Ridge versus HC0
- Determine with what certainty one distribution can be chosen as a better aproximator for a desired value than another distribution.
- BUG: PenalizedMixin GLM, hessian scale handling
- ENH/REF: fit_constrained, fit_zeros for penalized, PenalizedMixin models
- SUMM: effective degrees of freedom, model complexity
- WIP/ENH: New kernel_methods module for new KDE implementation
- Docs
- Python not yet supported