vidalt

imodels

Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).

msvc-dev-cmd

GitHub Action to setup Developer Command Prompt for Microsoft Visual C++

Coluna.jl

Branch-and-Price-and-Cut in Julia

InferOpt.jl

Combinatorial optimization layers for machine learning pipelines

PyHygese

A Python wrapper for the Hybrid Genetic Search algorithm for Capacitated Vehicle Routing Problems (HGS-CVRP)

dvrp-stochastic-requests

Online algorithms for solving large-scale dynamic vehicle routing problems with stochastic requests

filo

A Fast Iterated-Local-Search Localized Optimization algorithm for the CVRP.

odtlearn

A package for tree-based statistical estimation and inference using optimal decision trees.

hybridcvrp

HybridCVRP: A Hybrid Metaheuristic Solver for the Capacitated Vehicle Routing Problem

cvrp-decomposition

Decomposition Strategies for Vehicle Routing Heuristics

GA-EAX

A genetic algorithm using Edge Assembly Crossover for the traveling salesman problem

LKH3

Customized version of Helsgaun's LKH3 algorithm for vehicle routing problems.

GROOT

[ICML 2021] A fast algorithm for fitting robust decision trees. http://proceedings.mlr.press/v139/vos21a.html

cobra

A set of reusable components for fast prototyping CVRP heuristic solution approaches.

sph

Set Partitioning Heuristic (SPH) based on CPLEX MILP solver and created starting from the CFT Heuristic implemented by Accorsi Luca and Cavaliere Francesco

Hygese.jl

A Julia wrapper for the Hybrid Genetic Search algorithm for Capacitated Vehicle Routing Problems (HGS-CVRP)

DRAFT

DRAFT : Dataset Reconstruction Attack From Trained ensembles. Source code associated with the paper "Trained Random Forests Completely Reveal your Dataset (ICML'24, forthcoming)" authored by Julien Ferry, Ricardo Fukasawa, Timothée Pascal, and Thibaut Vidal

Explainable-CSO

Code for "Explainable Data-Driven Optimization" (ICML 2023)

Benders_4_Quadratic_Facility_Location

Benders Decomposition for SAHLP

fairCORELS

Algorithm for learning fair rule lists

2022.0048

CF-OPT

Official repository for the ICML'24 paper CF-OPT: Counterfactual Explanations for Structured Prediction.

HGS-SSP

Hybrid genetic search applied to the Job Sequencing and Tool Switching Problem (SSP).

AdaptiveCC

Code for paper on "Adaptive Partitioning for Chance-Constrained Problems"

RobustCF4RF

Code for "Robust counterfactual explanations for random forests"

TrEnCo

ML-CO-pipeline-AMoD-control

saa_endog

This is a repository with the implementation of the SAA Method for solving the network design and facility protection problem with endogenous uncertainty.

process-copy

Process copies: handle moodle files and grades, extract grades.

RegularizationAndOptimizationInModelBasedClustering.jl