curves is an R package for creating partial dependence and response plots for fitted
models, using ggplot2 for visualization. While packages like pdp and vip also offer
similar functionality, curves provides a few additional features that may be useful
in certain cases:
- Supports raster-based predictions, making it suitable for spatial models.
- Highlights areas of extrapolation in the response curves.
- Offers interactive visualizations for better exploration of model outputs.
With a simple syntax that fits into typical R workflows, curves makes it easier to examine how predictions change with individual predictors while keeping others constant.