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HPI System Analysis and Modeling Group's Projects

ask-your-repository-api icon ask-your-repository-api

This service provides an api to store artefacts with their related meta-data and tags and performs machine learning on them

ask-your-repository-web icon ask-your-repository-web

React Web Application for visualising and managing image data. Main user interface of the Ask You Repository project.

digital-fuesim-manv icon digital-fuesim-manv

A German simulation system for training emergency medical services leadership personnel on how to manage Mass Casualty Incidents.

extended-gdns icon extended-gdns

Evaluation artifacts for extended Generalized Discrimination Networks

gnn-commenters icon gnn-commenters

Exploration of Graph Neural Network techniques for representation, prediction, and intervention on networks of comments on news sites.

gnn-course-2021 icon gnn-course-2021

Materials of the Graph Neural Networks course taught in Winter Semester 2021 at the Hasso-Plattner Institute University of Potsdam

gnn-effectants icon gnn-effectants

Investigate different methods for link prediction and their effectiveness for the polypharmacy problem.

gnn-entitylinking icon gnn-entitylinking

Exploration of Graph Neural Network techniques to represent, predict, and intervene on Entity Linking tasks.

gnn-nlp icon gnn-nlp

Exploration of Graph Neural Networks for representation, prediction, and intervention in NLP tasks

gnn-spacetimegraphs icon gnn-spacetimegraphs

Graph Neural Networks utilization for Spatiotemporal graphs. These methods will be applied into the problem of forecasting traffic flow on PEMS-Bay, METR-LA and Seattle Loop Datasets

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