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Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)
GNN for SCUC
Differentiable Rounding Correction Layers
AC-OPF Implementations in Various NLP Modeling Frameworks
This repository contains implementations and illustrative code to accompany DeepMind publications
A project for implementing the work done in the paper "Learning Optimal Solutions for Extremely Fast AC Optimal Power Flow"
A Julia package that efficiently creates representative datasets for machine learning approaches to AC optimal power flow
DC3: A Learning Method for Optimization with Hard Constraints
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