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attention-learn-to-route

Attention based model for learning to solve different routing problems

awesome-ml4co

Awesome machine learning for combinatorial optimization papers.

creditcardfrauddetection

dataframe2libffm

Change pandas Dataframe data format to libffm data format

ds-take-home

My solution to the book A Collection of Data Science Take-Home Challenges

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

gcn-npec

PyTorch implementation of GCN-NPEC in "Efficiently Solving the Practical Vehicle Routing Problem: A Novel Joint Learning Approach"

hcvrp_drl

This repo implements our paper, "Deep Reinforcement Learning for Solving the Heterogeneous Capacitated Vehicle Routing Problem"

libffm

A Library for Field-aware Factorization Machines

machine_learning_examples

A collection of machine learning examples and tutorials.

manager-worker-mtsptwr

Official implementation of paper "Learning to Solve Multiple-TSP with Time Window and Rejections via Deep Reinforcement Learning"

models

Models and examples built with TensorFlow

online-3d-bpp-drl

This repository contains the implementation of paper Online 3D Bin Packing with Constrained Deep Reinforcement Learning.

online_dual_mirror_descent

pysparkdtreefeatureimportance

This code shows the feature importance of decision trees using pyspark

reinforcement-learning-cvrp

Dynamic Attention Encoder-Decoder model to learn and design heuristics to solve capacitated vehicle routing problems

sphinx-test

sphinx-test

thinkmatch

A research protocol for deep graph matching.

tsp_drl_ptrnet

"Neural Combinatorial Optimization with Reinforcement Learning"[Bello+, 2016], Traveling Salesman Problem solver

vehicle-routing-problem

Deep Reinforcement Approach to Vehicle Routing Problem

vrp_drl_mha

"Attention, Learn to Solve Routing Problems!"[Kool+, 2019], Capacitated Vehicle Routing Problem solver