Index

A

add_graph() (gnnwr.models.GNNWR method) Adjust_R2() (gnnwr.utils.DIAGNOSIS method)

AIC() (gnnwr.utils.DIAGNOSIS method) AICc() (gnnwr.utils.DIAGNOSIS method)

B

baseDataset (class in gnnwr.datasets)

BasicDistance() (in module gnnwr.datasets)

D

default_dense_layer() (in module gnnwr.networks) DIAGNOSIS (class in gnnwr.utils)

display_dataset() (gnnwr.utils.Visualize method) dot_map() (gnnwr.utils.Visualize method)

F

F1_GNN() (gnnwr.utils.DIAGNOSIS method) forward() (gnnwr.networks.STNN_SPNN method) (gnnwr.networks.STPNN method) (gnnwr.networks.SWNN method)

G

getLoss() (gnnwr.models.GNNWR method) getScaledDataframe() (gnnwr.datasets.baseDataset method) getWeights() (gnnwr.models.GNNWR method) GNNWR (class in gnnwr.models) gnnwr.datasets module gnnwr.models module

gnnwr.networks module gnnwr.utils module gpumodel_to_cpu() (gnnwr.models.GNNWR method) GTNNWR (class in gnnwr.models)

H

hat() (gnnwr.utils.DIAGNOSIS method)

I

init_dataset() (in module gnnwr.datasets) init_dataset_cv() (in module gnnwr.datasets)

init_optimizer() (gnnwr.models.GNNWR method) init_predict_dataset() (in module gnnwr.datasets)

L

load_dataset() (in module gnnwr.datasets)

load_model() (gnnwr.models.GNNWR method)

M

Manhattan_distance() (in module gnnwr.datasets) minmax_scaler() (gnnwr.datasets.predictDataset method) module gnnwr.datasets gnnwr.models gnnwr.networks gnnwr.utils

O

OLS (class in gnnwr.utils)

P

predict() (gnnwr.models.GNNWR method)

predict_weight() (gnnwr.models.GNNWR method) predictDataset (class in gnnwr.datasets)

R

R2() (gnnwr.utils.DIAGNOSIS method) read() (gnnwr.datasets.baseDataset method) reg_result() (gnnwr.models.GNNWR method) rescale() (gnnwr.datasets.baseDataset method) (gnnwr.datasets.predictDataset method)

result() (gnnwr.models.GNNWR method) RMSE() (gnnwr.utils.DIAGNOSIS method) run() (gnnwr.models.GNNWR method)

S

save() (gnnwr.datasets.baseDataset method) scale() (gnnwr.datasets.baseDataset method) scale2() (gnnwr.datasets.baseDataset method)

standard_scaler() (gnnwr.datasets.predictDataset method) STNN_SPNN (class in gnnwr.networks) STPNN (class in gnnwr.networks) SWNN (class in gnnwr.networks)

V

Visualize (class in gnnwr.utils)

W

weight_share() (in module gnnwr.networks)

weights_heatmap() (gnnwr.utils.Visualize method)