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1. DeepView DeepView Public

   This is an implementation of the DeepView framework that was presented in the paper Schulz, A., Hinder, F., & Hammer, B. (2020): https://www.ijcai.org/Proceedings/2020/319. Also available on Arxiv …

   Jupyter Notebook 19 4

2. graph-unet-traffic-prediction graph-unet-traffic-prediction Public

   Hybrid UNet model for traffic prediction from traffic movies. The hybrid graph operation is a mixture of CNN and GNN operations to capture pixel topology and improve spatial generalization.

   Python 13 2

3. lightweight-motion-forecasting lightweight-motion-forecasting Public

   A lightweight graph-convolutional model for skeletal human motion forecasting on the Human3.6M (H3.6M) dataset.

   Python 4

4. Code to compute label informativenes... Code to compute label informativeness given an edge index and node labels as proposed by Platonov et al. (2022) Characterizing Graph Datasets for Node Classification: Beyond Homophily-Heterophily Dichotomy

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   from scipy.stats import entropy

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   import numpy as np

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   def label_informativeness(edge_index, labels):

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       '''