polynomial-neural-networks

ChainzRule introduces a neural architecture with learnable polynomial layers and differential regularization, achieving sample-efficient, robust performance across tabular, NLP, and vision tasks with results on Pima Diabetes, SST-5, Yelp Full, and CIFAR-10-C.