ds4dm/GraphRL

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Language
Python
License
MIT License
Created over 6 years ago
Updated 10 months ago

ds4dm/GraphRL

ds4dm

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learn2branch

Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)

ecole

Extensible Combinatorial Optimization Learning Environments

Tulip.jl

Interior-point solver in pure Julia

ml4co-competition

Machine Learning for Combinatorial Optimization - NeurIPS'21 competition

branch-search-trees

Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies (AAAI 2021)

learn2branch-ecole

Reimplementation of "Exact Combinatorial Optimization with Graph Convolutional Neural Networks" (NeurIPS 2019)

learn2comparenodes

Learning to Compare Nodes in Branch and Bound with Graph Neural Networks (NeurIPS 2022)

Jupyter Notebook

sparse-gcn

Sparse graph attention

Bliss

ZERO

ZERO is a modular C++ library interfacing Mathematical Programming and Game Theory.

singularity-conda

A Singularity recipe that properly initialize a conda environment

EPECInstances

An Instance generator for NASPs (Nash Games among Stackelberg Players)

PySVMRank

Python API for SVMrank (http://www.cs.cornell.edu/people/tj/svm_light/svm_rank.html)

nectar

Codebase for "A learning-based algorithm to quickly compute good primal solutions for Stochastic Integer Programs"

tipsntricks

Tips, tricks and setup information at the chair

milp-outcome

Jupyter Notebook

miqp-clf2lin

ml4co-competition-hidden

Machine Learning for Combinatorial Optimization - NeurIPS'21 competition (hidden code)

CNG-Instances

Instances and results for the Critical Node Game

ecole-paper

Compare Ecole and Gasse et al. 2019 implementations

Jupyter Notebook

amcts-cplex

Asynchronous Monte-Carlo Tree Search (AMCTS) implementation for learning to branch in CPLEX.

Jupyter Notebook

IrratDCM

"On the estimation of discrete choice models to capture irrational customer behaviors" by Jena et al. (2021)