Home

Installation

Go to the directory where the repo will be installed

git clone https://github.com/hpi-sam/GNN-SpaceTimeGraphs.git cd GNN-SpaceTimeGraphs

export fileid=1pAGRfzMx6K9WWsfDcD1NMbIif0T0saFC

export filename=data/metr_la/metr-la.h5

wget -O $filename 'https://drive.google.com/uc?export=download&id='$fileid

export fileid=1wD-mHlqAb2mtHOe_68fZvDh1LpDegMMq/

export filename=data/pems_bay/pems-bay.h5

wget -O $filename 'https://drive.google.com/uc?export=download&id='$fileid

• todo:

requirements.txt

numpy

torch

tqdm

configargparse

pandas

scipy

PyYAML

Datasets

[How to generate the .npz files? - Option: create it by running a setup file]

Remember to have the .h5 files within their respective data folders. To do: setup.py

--output_dir=data/metr_la --traffic_df_filename=data/metr_la/metr-la.h5 --sts=True

--output_dir=data/metr_la --traffic_df_filename=data/metr_la/metr-la.h5 # without sts arg

[Explanation instant-to-instance]

[Explanation sequence-to-sequence]