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HGCN2SP

HGCN2SP: Hierarchical Graph Convolutional Network for Two-Stage Stochastic Programming

three_stage_stoachstic_programming_w_SSD

Reductions-of-Non-Separable-ALPs-for-NRM

Decision-Aware-Denoising

Code for the Numerics of the Paper

AssortOpt

Assortment optimization under consider-then-choose choice models

Meituan-INFORMS-TSL-Research-Challenge

DRLSolver4DTSP

stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

RL-and-AI-in-Revenue-Management

newsvendor_tester

This repository contains the code for the numerical simulations of the paper "Online Inventory Problems: Beyond the i.i.d. Setting with Online Convex Optimization".

Online-Learning-Implementation

This project aims to implement those algorithms from different papers related to online learning

Portfolio-Optimization

Implementation & Modification of DPCA, RPCA, PPCA

BinPackingPredictions

Experiments on online bin packing algorithms with erroneous predictions. See https://arxiv.org/abs/2102.03311

ofcourse

Order Fulfillment by Multi-Agent Reinforcement Learning

TasteNet-MNL

PyTorch code for TasteNet-MNL

optimalPLD

Code for paper "Exact First-Choice Product Line Optimization" by D. Bertsimas and V. V. Mišić

ccpcm

Cross-Category Product Choice: A Scalable Deep-Learning Model

DRL-assortment

online_dual_mirror_descent

Exp_Cone_Approximation

Second-order conic and polyhedral approximations of the exponential cone: application to mixed-integer exponential conic programs

ecos-python

Python interface for ECOS

ecos

A lightweight conic solver for second-order cone programming.

scs

Splitting Conic Solver

CMfg-DSC

cs-ranking

Context-sensitive ranking and choice in Python with PyTorch

RUMnet

LDRSolver

IdentificationQuestion

Code for "The Value of Robust Assortment Optimization Under Ranking-based Choice Models"

tensor-house

A collection of reference Jupyter notebooks and demo AI/ML applications for enterprise use cases: marketing, pricing, supply chain, smart manufacturing, and more.

DSMatchingULT