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Graph convolutional neural network for forecasting traffic in the London bike-share system, where the graph convolutions pass spatial information between stations, and one-dimensional convolutions pass information from past traffic.

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anderzzz/london_bike_forecast

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README.md
README.md
 
 
consts.py
consts.py
 
 
covid_bikers.py
covid_bikers.py
 
 
descriptive_stat.py
descriptive_stat.py
 
 
eval_st_london.py
eval_st_london.py
 
 
london_dataset.py
london_dataset.py
 
 
multichannel_spatiotemporal.py
multichannel_spatiotemporal.py
 
 
rawdata_reformat.py
rawdata_reformat.py
 
 
train_st_london.py
train_st_london.py
 
 

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london_bike_forecast

Graph convolutional neural network built with PyTorch Geometric intended for spatiotemporal forecasting of traffic in the London bike-share system.

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Graph convolutional neural network for forecasting traffic in the London bike-share system, where the graph convolutions pass spatial information between stations, and one-dimensional convolutions pass information from past traffic.

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