fit4NM is the software for the exploratory analysis for pharmacometrics. It helps NONMEM users check their data, fit their models using NONMEM, and evaluate their fitted models. This software is built on R and provides a user-friendly graphical interface for the graphics and statistical analyses including running NONMEM.