/nnmrf

General Purpose MRF Learning with Neural Network Potentials.

Primary LanguagePython

Introduction

Training a Markov Random Field model from data using simple neural nets to represent the clique potential function. check paper https://www.ijcai.org/Proceedings/2020/0384.pdf

Library Required

  1. Tensorflow 2.2

  2. Potential functions alt tag

  3. Architecture alt tag