1. Introduction¶
Urban Computing ToolBox is a package providing spatial-temporal predicting models. It contains both conventional models and state-of-art models.
Currently the package supported the following models: (Details)
ARIMA
DCRNN
DeepST
GeoMAN
HM
HMM
ST-MGCN
ST-ResNet
STMeta
XGBoost
UCTB is a flexible and open package. You can use the data we provided or use your own data, the data structure is well stated in the tutorial chapter. You can build your own model based on model-units we provided and use the model-training class to train the model.