LTluttmann

rl4msprp

PyTorch implementation of Luttmann, Xie (2024): Neural Combinatorial Optimization on Heterogeneous Graphs. An Application to the Picker Routing Problem in Mixed-shelves Warehouses

cobot_shortest_path

Implementation of the VNS in Xie, L., Li, H., & Luttmann, L. (2023). Formulating and solving integrated order batching and routing in multi-depot AGV-assisted mixed-shelves warehouses.

ekf-nn-training

Implement backpropagation and extended kalman filter to train feedforward neural networks

tljh-repo2user-dir

TLJH plugin which automatically populates the user directories with a repository

attention-learn-to-route

Attention based model for learning to solve different routing problems

dediqa

Repository for DEep Document Image Quality Assessment. In reference to the wonderful portafilter coffee machine Delonghi Dedica

fashion_similarities

MatNet

codes for the paper "Matrix Encoding Networks for Neural Combinatorial Optimization"

rl4co

A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)

unbiased_neural_ranking

Repository for my master thesis on unbiased neural ranking models in product search

ros4wheels

sancho_shortest_path

This repository implements the dynamic programming solution to the shortest path problem with time constraints on parking and movement (Sancho 1992)

scrape-ycomb

similarities_webapp

build a django webapp around the fashion similarities package

simple-mqtt-pubsub-on-docker

Repo for learning about Docker, message broker and pub/sub architectures

SimpleParsing

Simple, Elegant, Typed Argument Parsing with argparse

streamlit-cropper

A simple image cropper for Streamlit

tdi23

educational material for "Tag der Informatik 2023" hosted at Leuphana University

text

Making text a first-class citizen in TensorFlow.

thingsboard-on-azure

usin5g-apps

apps for usin5g