CERC Data Science For Decision Making (@ds4dm)
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Top repositories

1

learn2branch

Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)
Python
344
star
2

ecole

Extensible Combinatorial Optimization Learning Environments
C++
316
star
3

Tulip.jl

Interior-point solver in pure Julia
Julia
154
star
4

ml4co-competition

Machine Learning for Combinatorial Optimization - NeurIPS'21 competition
Python
125
star
5

branch-search-trees

Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies (AAAI 2021)
Python
64
star
6

learn2branch-ecole

Reimplementation of "Exact Combinatorial Optimization with Graph Convolutional Neural Networks" (NeurIPS 2019)
Python
32
star
7

learn2comparenodes

Learning to Compare Nodes in Branch and Bound with Graph Neural Networks (NeurIPS 2022)
Jupyter Notebook
18
star
8

sparse-gcn

Sparse graph attention
Python
17
star
9

Bliss

Fork of Bliss
C++
12
star
10

ZERO

ZERO is a modular C++ library interfacing Mathematical Programming and Game Theory.
C++
9
star
11

singularity-conda

A Singularity recipe that properly initialize a conda environment
Shell
8
star
12

EPECInstances

An Instance generator for NASPs (Nash Games among Stackelberg Players)
Python
8
star
13

PySVMRank

Python API for SVMrank (http://www.cs.cornell.edu/people/tj/svm_light/svm_rank.html)
Python
7
star
14

nectar

Codebase for "A learning-based algorithm to quickly compute good primal solutions for Stochastic Integer Programs"
Python
4
star
15

tipsntricks

Tips, tricks and setup information at the chair
HTML
3
star
16

milp-outcome

Jupyter Notebook
3
star
17

miqp-clf2lin

Python
3
star
18

ml4co-competition-hidden

Machine Learning for Combinatorial Optimization - NeurIPS'21 competition (hidden code)
Python
3
star
19

CNG-Instances

Instances and results for the Critical Node Game
2
star
20

ecole-paper

Compare Ecole and Gasse et al. 2019 implementations
Jupyter Notebook
1
star
21

amcts-cplex

Asynchronous Monte-Carlo Tree Search (AMCTS) implementation for learning to branch in CPLEX.
Jupyter Notebook
1
star
22

GraphRL

Python
1
star
23

IrratDCM

"On the estimation of discrete choice models to capture irrational customer behaviors" by Jena et al. (2021)
1
star