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Modeling Interfaces

Integration with the tidymodels ecosystem.

mid_reg() fit_mid_reg()
MID Regression

Core Computation Engines

Underlying high-performance solvers.

fastLmMatrix()
Fit Multivariate Linear Models

Visualization & Interpretation

Advanced plotting methods for model insights.

persp(<mid>)
Perspective Plot of MID Effects
ggmid(<midimp>)
Plot MID Importance with ggplot2

Activation & Control

Functions to toggle the midnight extensions and global options.

nightfall() daybreak()
Transition into and out of Midnight