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
  • PreDiff: Precipitation Nowcasting Based on Latent Diffusion Models

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)

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