ds4dm Goto Github PK

amcts-cplex

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

bliss

Fork of Bliss

bnb-size-prediction

Model to predict the size of branch and bound trees.

branch-search-trees

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

capsac

Repository containing data instances of the Covering-Assignment Problem for Swarm-powered Ad-hoc Clouds (CAPsac).

cng-instances

Instances and results for the Critical Node Game

doc.ecole.ai

Generated documentation for Ecole.

ecole

Extensible Combinatorial Optimization Learning Environments

ecole-extension

Template repository for using Ecole C++ library from Python

ecole-paper

Compare Ecole and Gasse et al. 2019 implementations

epecinstances

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

graphrl

ignite-rl

Reinforcement learning abstractions.

irratdcm

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

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)

llrs

code for the paper ``An Exact Method for (Constrained) Assortment Optimization Problems with Product Costs'', Leitner et al.

milp-outcome

miqp-clf2lin

ml4co-competition

Machine Learning for Combinatorial Optimization - NeurIPS'21 competition

ml4co-competition-hidden

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

nectar

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

pyscipopt

Python interface for the SCIP Optimization Suite

pysvmrank

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

rl-baselines-zoo

A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.

singularity-conda

A Singularity recipe that properly initialize a conda environment

sparse-gcn

Sparse graph attention

stable-baselines

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

tipsntricks

Tips, tricks and setup information at the chair