MindSpore
Installation Deployment
MindSpore Earth Installation
Dem-Super-resolution
DEM-SRNet: Super-resolution Reconstruction of A 3 Arc-second Global DEM Dataset
Medium-range
FourCastNet: Medium-range Global Weather Forecasting Based on FNO
GraphCast: Medium-range Global Weather Forecasting Based on GNN
ViT-KNO: Medium-range Global Weather Forecasting Based on Koopman
FuXi: Medium-range Global Weather Forecasting Based on Cascade Architecture
Medium-range precipitation forecasting based on GraphCast
NowCasting
DGMR: Nowcasting Precipitation with Deep Generative Model
NowcastNet: Physics-based generative model for extreme precipitation nowcasting
API Reference
mindearth.cell
mindearth.core
mindearth.data
mindearth.module
mindearth.utils
RELEASE NOTES
Release Notes
MindSpore
»
Index
Index
A
|
C
|
D
|
E
|
F
|
G
|
P
|
R
|
T
|
V
|
W
A
AFNONet (class in mindearth.cell)
C
compute_total_rmse_acc() (mindearth.module.WeatherForecast method)
create_dataset() (mindearth.data.Dataset method)
D
Dataset (class in mindearth.data)
DemData (class in mindearth.data)
DEMNet (class in mindearth.cell)
DgmrDiscriminator (class in mindearth.cell)
DgmrGenerator (class in mindearth.cell)
E
Era5Data (class in mindearth.data)
eval() (mindearth.module.WeatherForecast method)
F
forecast() (mindearth.module.WeatherForecast static method)
G
get_callback() (mindearth.module.Trainer method)
get_checkpoint() (mindearth.module.Trainer method)
get_data_generator() (mindearth.module.Trainer method)
get_datapath_from_date() (in module mindearth.utils)
get_dataset() (mindearth.module.Trainer method)
get_optimizer() (mindearth.module.Trainer method)
get_solver() (mindearth.module.Trainer method)
get_warmup_cosine_annealing_lr() (in module mindearth.core)
GraphCastNet (class in mindearth.cell)
P
plt_global_field_data() (in module mindearth.utils)
plt_metrics() (in module mindearth.utils)
R
RadarData (class in mindearth.data)
RelativeRMSELoss (class in mindearth.core)
T
train() (mindearth.module.Trainer method)
Trainer (class in mindearth.module)
V
ViTKNO (class in mindearth.cell)
W
WeatherForecast (class in mindearth.module)