Skip to main content
Ctrl+K
miles-credit 2025.2.0 documentation - Home

Getting Started

  • Getting Started
  • Installing CREDIT from source

Configuration File

  • What’s in the Configuration File?

Training and Inference

  • Training a Model
  • Running Inference
  • Evaluation and Metrics

Contributing

  • Contributing

Adding New Models and Datasets (Coming Soon)

  • Supported Model Architectures
  • Post Blocks
  • API Reference
    • train
    • credit
      • credit.animation
      • credit.boundary_padding
      • credit.data
      • credit.data404
      • credit.datasets
        • credit.datasets.era5_multistep
        • credit.datasets.era5_multistep_batcher
        • credit.datasets.era5_singlestep
        • credit.datasets.load_dataset_and_dataloader
        • credit.datasets.realtime_predict
        • credit.datasets.sequential_multistep
      • credit.distributed
      • credit.ensemble
        • credit.ensemble.bred_vector
        • credit.ensemble.crps
        • credit.ensemble.gaussian_noise
      • credit.forecast
      • credit.interp
      • credit.loss
      • credit.loss404
      • credit.metadata
      • credit.metrics
      • credit.mixed_precision
      • credit.models
        • credit.models.base_model
        • credit.models.checkpoint
        • credit.models.crossformer
        • credit.models.crossformer_diffusion
        • credit.models.crossformer_ensemble
        • credit.models.debugger_model
        • credit.models.fuxi
        • credit.models.graph
        • credit.models.reset
        • credit.models.swin
        • credit.models.unet
        • credit.models.unet404
      • credit.nwp
      • credit.output
      • credit.parser
      • credit.pbs
      • credit.physics_constants
      • credit.physics_core
      • credit.pol_lapdiff_filt
      • credit.postblock
      • credit.regrid
      • credit.replay_buffer
      • credit.scheduler
      • credit.seed
      • credit.skebs
      • credit.solar
      • credit.trainers
        • credit.trainers.base_trainer
        • credit.trainers.trainer404
        • credit.trainers.trainerERA5
        • credit.trainers.trainerERA5_ensemble
        • credit.trainers.utils
      • credit.transforms
      • credit.transforms404
      • credit.visualization_tools
      • credit.xr_sampler
    • scaler
    • train404
    • gfs_init
    • predict404
    • graph_edges
    • model_summary
    • trainerERA5_v2
    • trainerERA5_v1
    • rollout_metrics
    • graph_edges_knn
    • train_multistep
    • rollout_realtime
    • rollout_ensemble
    • calc_global_solar
    • rollout_to_netcdf
    • rollout_ens_batcher
    • trainerERA5_multistep_v1
    • trainerERA5_multistep_sum
    • trainerERA5_multistep_concat
    • trainer_multistep_deprecated
    • rollout_ensemble_bred_vector
  • .rst

gfs_init

Contents

  • Attributes
  • Module Contents
    • parser
    • args
    • config
    • base_path
    • credit_grid
    • model_levels
    • model_level_indices
    • variables
    • date
    • now_date
    • gdas_base_path
    • gfs_init

gfs_init#

Attributes#

parser

args

config

base_path

credit_grid

model_levels

model_level_indices

variables

date

now_date

gdas_base_path

gfs_init

Module Contents#

gfs_init.parser#
gfs_init.args = None#
gfs_init.config#
gfs_init.base_path = b'.'#
gfs_init.credit_grid#
gfs_init.model_levels = None#
gfs_init.model_level_indices#
gfs_init.variables#
gfs_init.date#
gfs_init.now_date#
gfs_init.gdas_base_path = 'gs://global-forecast-system/'#
gfs_init.gfs_init#

previous

train404

next

predict404

Contents
  • Attributes
  • Module Contents
    • parser
    • args
    • config
    • base_path
    • credit_grid
    • model_levels
    • model_level_indices
    • variables
    • date
    • now_date
    • gdas_base_path
    • gfs_init

By University Corporation for Atmospheric Research

© Copyright 2024, University Corporation for Atmospheric Research.