elizabethxyhu Goto Github PK

aaai_melding_code

Code the AAAI 2019 paper "Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization"

aaai_posthocregret

aaai_predit_then_optimize

Code release for AAAI 2020 paper "Smart Predict-and-Optimize for Hard Combinatorial Optimization Problems"

beamerstyleslides

🌈Beamer风格的幻灯片模板集。包含了PowerPoint和Keynote两套格式。

comboptnet

Source code for the Paper: CombOptNet: Fit the Right NP-Hard Problem by Learning Integer Programming Constraints}

cpaior_branchandlearnwithcorrection

cvrp

This repository contains algorithms in C++ to solve the Capacitated Vehicle Routing Problem (cvrp).

divide-and-learn

Code release for the paper A Divide and Conquer Algorithm for Predict+Optimize with Non-Convex Problems

elizabethxyhu.github.io

ierg5350-assignment

ierg5350proj

ilploss

official repo for the NeurIPS 2022 paper "A Solver-Free Framework for Scalable Learning in Neural ILP Architectures"

neural-combinatorial-optimization-rl-tensorflow

Neural Combinatorial Optimization with Reinforcement Learning

neurips_branchandlearn

neurips_two_stage_predict-optimize

neuripsintopt

Implementation of "Interior Point Solving for LP-based prediction+optimisation" paper in Neurips 2020.

simplex-algorithm

this include C++ implementation for Linear programming Simplex method

smartpredictthenoptimize

Code for the paper "Smart 'Predict, then Optimize'"

spotree

thesis

Differentiable Optimization-Based Modeling for Machine Learning

tsp_drl_ptrnet

PyTorch, Traveling Salesman Problem, Pointer Networks, Deep Reinforcement Learning(Actor Critic), Neural Combinatorial Optimization, Active Search