This repository provides a TensorFlow-based implementation of Factorization Machines supporting arbitrary order interactions (>=2). It handles dense and sparse inputs, supports gradient-based optimization, and offers logistic and MSE loss functions for classification and regression. The library follows a scikit-learn-like interface for model training and evaluation.