Generalized Additive Models in Python (pyGAM)

pyGAM is a Python library for building Generalized Additive Models (GAMs), emphasizing modularity and performance. It extends generalized linear models by allowing non-linear functions of features using penalized B-splines while maintaining additivity, making models both flexible and interpretable. The current stable version is 0.12.0. It is actively maintained with a focus on compatibility and contributions are welcome.