Pinned Repositories
Bliss
Fork of Bliss
branch-search-trees
Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies (AAAI 2021)
ecole
Extensible Combinatorial Optimization Learning Environments
learn2branch
Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)
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)
ml4co-competition
Machine Learning for Combinatorial Optimization - NeurIPS'21 competition
sparse-gcn
Sparse graph attention
tipsntricks
Tips, tricks and setup information at the chair
Tulip.jl
Interior-point solver in pure Julia
CERC Data Science For Decision Making's Repositories
ds4dm/learn2branch
Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)
ds4dm/ecole
Extensible Combinatorial Optimization Learning Environments
ds4dm/Tulip.jl
Interior-point solver in pure Julia
ds4dm/ml4co-competition
Machine Learning for Combinatorial Optimization - NeurIPS'21 competition
ds4dm/branch-search-trees
Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies (AAAI 2021)
ds4dm/learn2branch-ecole
Reimplementation of "Exact Combinatorial Optimization with Graph Convolutional Neural Networks" (NeurIPS 2019)
ds4dm/learn2comparenodes
Learning to Compare Nodes in Branch and Bound with Graph Neural Networks (NeurIPS 2022)
ds4dm/Bliss
Fork of Bliss
ds4dm/ZERO
ZERO is a modular C++ library interfacing Mathematical Programming and Game Theory.
ds4dm/EPECInstances
An Instance generator for NASPs (Nash Games among Stackelberg Players)
ds4dm/singularity-conda
A Singularity recipe that properly initialize a conda environment
ds4dm/PySCIPOpt
Python interface for the SCIP Optimization Suite
ds4dm/ml4co-competition-hidden
Machine Learning for Combinatorial Optimization - NeurIPS'21 competition (hidden code)
ds4dm/nectar
Codebase for "A learning-based algorithm to quickly compute good primal solutions for Stochastic Integer Programs"
ds4dm/milp-outcome
ds4dm/miqp-clf2lin
ds4dm/tipsntricks
Tips, tricks and setup information at the chair
ds4dm/CNG-Instances
Instances and results for the Critical Node Game
ds4dm/ecole-paper
Compare Ecole and Gasse et al. 2019 implementations
ds4dm/IrratDCM
"On the estimation of discrete choice models to capture irrational customer behaviors" by Jena et al. (2021)
ds4dm/CAPsac
Repository containing data instances of the Covering-Assignment Problem for Swarm-powered Ad-hoc Clouds (CAPsac).
ds4dm/GraphRL
ds4dm/LLRS
code for the paper ``An Exact Method for (Constrained) Assortment Optimization Problems with Product Costs'', Leitner et al.
ds4dm/bnb-size-prediction
Model to predict the size of branch and bound trees.
ds4dm/doc.ecole.ai
Generated documentation for Ecole.
ds4dm/ecole-extension
Template repository for using Ecole C++ library from Python
ds4dm/ignite-rl
Reinforcement learning abstractions.
ds4dm/rl-baselines-zoo
A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.
ds4dm/stable-baselines
A fork of OpenAI Baselines, implementations of reinforcement learning algorithms
ds4dm/www.ecole.ai
Website for Ecole