Partially Monotone Layer

Partially monotome layer (pmlayer) is a library for neural network models. It provides several neural network layers to add monotonicity constraints on neural network models. Current implementation is available only for PyTorch.

Read the documentation to get started, and feel free to contact us for any inquiry.

Installation

You can install pmlayer by using the pip command:

pip install pmlayer

Citation

Please consider citing this paper.

H. Yanagisawa, K. Miyaguchi, and T. Katsuki, "Hierarchical Lattice Layer for Partially Monotone Regression," NeurIPS 2022.