sup3r
0.1.3.dev340+g1431d2f9
Home page
Installation and Usage
Installation
Option 1: Install from PIP (recommended for analysts):
Option 2: Clone repo (recommended for developers)
Examples
Sup3rCC Examples
Sup3rCC Data Access
Directory Structure
Example Sup3rCC Data Usage
Running Sup3rCC Models
Nuances of Sup3rCC
Sup3rCC Versions
Recommended Citation
Acknowledgements
Sup3rWind Examples
Sup3rWind Data Access
Example Sup3rWind Data Usage
Running Sup3rWind Models
Sup3rWind Versions
Recommended Citation
Acknowledgements
API reference
sup3r.batch
sup3r.batch.batch_cli
sup3r.bias
sup3r.bias.bias_calc
sup3r.bias.bias_calc.DataRetrievalBase
sup3r.bias.bias_calc.LinearCorrection
sup3r.bias.bias_calc.MonthlyLinearCorrection
sup3r.bias.bias_calc.MonthlyScalarCorrection
sup3r.bias.bias_calc.SkillAssessment
sup3r.bias.bias_calc_cli
sup3r.bias.bias_calc_cli.kickoff_local_job
sup3r.bias.bias_calc_cli.kickoff_slurm_job
sup3r.bias.bias_correct_means
sup3r.bias.bias_correct_means.BiasCorrectUpdate
sup3r.bias.bias_correct_means.VortexMeanPrepper
sup3r.bias.bias_transforms
sup3r.bias.bias_transforms.get_spatial_bc_factors
sup3r.bias.bias_transforms.get_spatial_bc_presrat
sup3r.bias.bias_transforms.get_spatial_bc_quantiles
sup3r.bias.bias_transforms.global_linear_bc
sup3r.bias.bias_transforms.local_linear_bc
sup3r.bias.bias_transforms.local_presrat_bc
sup3r.bias.bias_transforms.local_qdm_bc
sup3r.bias.bias_transforms.monthly_local_linear_bc
sup3r.bias.mixins
sup3r.bias.mixins.FillAndSmoothMixin
sup3r.bias.mixins.ZeroRateMixin
sup3r.bias.qdm
sup3r.bias.qdm.PresRat
sup3r.bias.qdm.QuantileDeltaMappingCorrection
sup3r.cli
sup3r.models
sup3r.models.abstract
sup3r.models.abstract.AbstractInterface
sup3r.models.abstract.AbstractSingleModel
sup3r.models.abstract.TensorboardMixIn
sup3r.models.base
sup3r.models.base.Sup3rGan
sup3r.models.conditional_moments
sup3r.models.conditional_moments.Sup3rCondMom
sup3r.models.data_centric
sup3r.models.data_centric.Sup3rGanDC
sup3r.models.data_centric.Sup3rGanSpatialDC
sup3r.models.linear
sup3r.models.linear.LinearInterp
sup3r.models.multi_step
sup3r.models.multi_step.MultiStepGan
sup3r.models.multi_step.MultiStepSurfaceMetGan
sup3r.models.multi_step.SolarMultiStepGan
sup3r.models.solar_cc
sup3r.models.solar_cc.SolarCC
sup3r.models.surface
sup3r.models.surface.SurfaceSpatialMetModel
sup3r.pipeline
sup3r.pipeline.forward_pass
sup3r.pipeline.forward_pass.ForwardPass
sup3r.pipeline.forward_pass.ForwardPassSlicer
sup3r.pipeline.forward_pass.ForwardPassStrategy
sup3r.pipeline.forward_pass_cli
sup3r.pipeline.forward_pass_cli.kickoff_local_job
sup3r.pipeline.forward_pass_cli.kickoff_slurm_job
sup3r.pipeline.pipeline_cli
sup3r.postprocessing
sup3r.postprocessing.collection
sup3r.postprocessing.collection.BaseCollector
sup3r.postprocessing.collection.CollectorH5
sup3r.postprocessing.collection.CollectorNC
sup3r.postprocessing.data_collect_cli
sup3r.postprocessing.data_collect_cli.kickoff_local_job
sup3r.postprocessing.data_collect_cli.kickoff_slurm_job
sup3r.postprocessing.file_handling
sup3r.postprocessing.file_handling.OutputHandler
sup3r.postprocessing.file_handling.OutputHandlerH5
sup3r.postprocessing.file_handling.OutputHandlerNC
sup3r.postprocessing.file_handling.OutputMixIn
sup3r.postprocessing.file_handling.RexOutputs
sup3r.preprocessing
sup3r.preprocessing.batch_handling
sup3r.preprocessing.batch_handling.Batch
sup3r.preprocessing.batch_handling.BatchHandler
sup3r.preprocessing.batch_handling.BatchHandlerCC
sup3r.preprocessing.batch_handling.BatchHandlerDC
sup3r.preprocessing.batch_handling.BatchHandlerSpatialDC
sup3r.preprocessing.batch_handling.SpatialBatchHandler
sup3r.preprocessing.batch_handling.SpatialBatchHandlerCC
sup3r.preprocessing.batch_handling.ValidationData
sup3r.preprocessing.batch_handling.ValidationDataDC
sup3r.preprocessing.batch_handling.ValidationDataSpatialDC
sup3r.preprocessing.batch_handling.ValidationDataTemporalDC
sup3r.preprocessing.conditional_moment_batch_handling
sup3r.preprocessing.conditional_moment_batch_handling.BatchHandlerMom1
sup3r.preprocessing.conditional_moment_batch_handling.BatchHandlerMom1SF
sup3r.preprocessing.conditional_moment_batch_handling.BatchHandlerMom2
sup3r.preprocessing.conditional_moment_batch_handling.BatchHandlerMom2SF
sup3r.preprocessing.conditional_moment_batch_handling.BatchHandlerMom2Sep
sup3r.preprocessing.conditional_moment_batch_handling.BatchHandlerMom2SepSF
sup3r.preprocessing.conditional_moment_batch_handling.BatchMom1
sup3r.preprocessing.conditional_moment_batch_handling.BatchMom1SF
sup3r.preprocessing.conditional_moment_batch_handling.BatchMom2
sup3r.preprocessing.conditional_moment_batch_handling.BatchMom2SF
sup3r.preprocessing.conditional_moment_batch_handling.BatchMom2Sep
sup3r.preprocessing.conditional_moment_batch_handling.BatchMom2SepSF
sup3r.preprocessing.conditional_moment_batch_handling.SpatialBatchHandlerMom1
sup3r.preprocessing.conditional_moment_batch_handling.SpatialBatchHandlerMom1SF
sup3r.preprocessing.conditional_moment_batch_handling.SpatialBatchHandlerMom2
sup3r.preprocessing.conditional_moment_batch_handling.SpatialBatchHandlerMom2SF
sup3r.preprocessing.conditional_moment_batch_handling.SpatialBatchHandlerMom2Sep
sup3r.preprocessing.conditional_moment_batch_handling.SpatialBatchHandlerMom2SepSF
sup3r.preprocessing.conditional_moment_batch_handling.ValidationDataMom1
sup3r.preprocessing.conditional_moment_batch_handling.ValidationDataMom1SF
sup3r.preprocessing.conditional_moment_batch_handling.ValidationDataMom2
sup3r.preprocessing.conditional_moment_batch_handling.ValidationDataMom2SF
sup3r.preprocessing.conditional_moment_batch_handling.ValidationDataMom2Sep
sup3r.preprocessing.conditional_moment_batch_handling.ValidationDataMom2SepSF
sup3r.preprocessing.data_extract_cli
sup3r.preprocessing.data_extract_cli.kickoff_local_job
sup3r.preprocessing.data_extract_cli.kickoff_slurm_job
sup3r.preprocessing.data_handling
sup3r.preprocessing.data_handling.base
sup3r.preprocessing.data_handling.dual_data_handling
sup3r.preprocessing.data_handling.exo_extraction
sup3r.preprocessing.data_handling.exogenous_data_handling
sup3r.preprocessing.data_handling.h5_data_handling
sup3r.preprocessing.data_handling.mixin
sup3r.preprocessing.data_handling.nc_data_handling
sup3r.preprocessing.dual_batch_handling
sup3r.preprocessing.dual_batch_handling.DualBatchHandler
sup3r.preprocessing.dual_batch_handling.DualValidationData
sup3r.preprocessing.dual_batch_handling.SpatialDualBatchHandler
sup3r.preprocessing.feature_handling
sup3r.preprocessing.feature_handling.BVFreqMon
sup3r.preprocessing.feature_handling.BVFreqSquaredH5
sup3r.preprocessing.feature_handling.BVFreqSquaredNC
sup3r.preprocessing.feature_handling.ClearSkyRatioCC
sup3r.preprocessing.feature_handling.ClearSkyRatioH5
sup3r.preprocessing.feature_handling.CloudMaskH5
sup3r.preprocessing.feature_handling.DerivedFeature
sup3r.preprocessing.feature_handling.Feature
sup3r.preprocessing.feature_handling.FeatureHandler
sup3r.preprocessing.feature_handling.InverseMonNC
sup3r.preprocessing.feature_handling.LatLonH5
sup3r.preprocessing.feature_handling.LatLonNC
sup3r.preprocessing.feature_handling.PotentialTempNC
sup3r.preprocessing.feature_handling.PressureNC
sup3r.preprocessing.feature_handling.Rews
sup3r.preprocessing.feature_handling.Shear
sup3r.preprocessing.feature_handling.Tas
sup3r.preprocessing.feature_handling.TasMax
sup3r.preprocessing.feature_handling.TasMin
sup3r.preprocessing.feature_handling.TempNC
sup3r.preprocessing.feature_handling.TempNCforCC
sup3r.preprocessing.feature_handling.TopoH5
sup3r.preprocessing.feature_handling.UWind
sup3r.preprocessing.feature_handling.UWindPowerLaw
sup3r.preprocessing.feature_handling.VWind
sup3r.preprocessing.feature_handling.VWindPowerLaw
sup3r.preprocessing.feature_handling.Veer
sup3r.preprocessing.feature_handling.Vorticity
sup3r.preprocessing.feature_handling.WinddirectionNC
sup3r.preprocessing.feature_handling.WindspeedNC
sup3r.qa
sup3r.qa.qa
sup3r.qa.qa.Sup3rQa
sup3r.qa.qa_cli
sup3r.qa.stats
sup3r.qa.stats.Sup3rStatsBase
sup3r.qa.stats.Sup3rStatsCompute
sup3r.qa.stats.Sup3rStatsMulti
sup3r.qa.stats.Sup3rStatsSingle
sup3r.qa.stats_cli
sup3r.qa.utilities
sup3r.qa.utilities.continuous_dist
sup3r.qa.utilities.direct_dist
sup3r.qa.utilities.frequency_spectrum
sup3r.qa.utilities.gradient_dist
sup3r.qa.utilities.time_derivative_dist
sup3r.qa.utilities.tke_frequency_spectrum
sup3r.qa.utilities.tke_wavenumber_spectrum
sup3r.qa.utilities.wavenumber_spectrum
sup3r.qa.visual_qa
sup3r.qa.visual_qa.Sup3rVisualQa
sup3r.qa.visual_qa_cli
sup3r.solar
sup3r.solar.solar
sup3r.solar.solar.Solar
sup3r.solar.solar_cli
sup3r.solar.solar_cli.kickoff_local_job
sup3r.solar.solar_cli.kickoff_slurm_job
sup3r.utilities
sup3r.utilities.ModuleName
ModuleName
sup3r.utilities.cli
sup3r.utilities.cli.BaseCLI
sup3r.utilities.cli.SlurmManager
sup3r.utilities.era_downloader
sup3r.utilities.era_downloader.EraDownloader
sup3r.utilities.execution
sup3r.utilities.execution.DistributedProcess
sup3r.utilities.interpolate_log_profile
sup3r.utilities.interpolate_log_profile.LogLinInterpolator
sup3r.utilities.interpolation
sup3r.utilities.interpolation.Interpolator
sup3r.utilities.loss_metrics
sup3r.utilities.loss_metrics.gaussian_kernel
sup3r.utilities.loss_metrics.CoarseMseLoss
sup3r.utilities.loss_metrics.ExpLoss
sup3r.utilities.loss_metrics.LowResLoss
sup3r.utilities.loss_metrics.MaterialDerivativeLoss
sup3r.utilities.loss_metrics.MmdLoss
sup3r.utilities.loss_metrics.MmdMseLoss
sup3r.utilities.loss_metrics.MseExpLoss
sup3r.utilities.loss_metrics.SpatialExtremesLoss
sup3r.utilities.loss_metrics.SpatialExtremesOnlyLoss
sup3r.utilities.loss_metrics.SpatialFftOnlyLoss
sup3r.utilities.loss_metrics.SpatiotemporalExtremesLoss
sup3r.utilities.loss_metrics.SpatiotemporalFftOnlyLoss
sup3r.utilities.loss_metrics.StExtremesFftLoss
sup3r.utilities.loss_metrics.TemporalExtremesLoss
sup3r.utilities.loss_metrics.TemporalExtremesOnlyLoss
sup3r.utilities.plotting
sup3r.utilities.plotting.ax_plot_legend
sup3r.utilities.plotting.ax_pretty_labels
sup3r.utilities.plotting.make_movie
sup3r.utilities.plotting.plot_legend
sup3r.utilities.plotting.plot_multi_contour
sup3r.utilities.plotting.plot_single_contour
sup3r.utilities.plotting.pretty_labels
sup3r.utilities.pytest
sup3r.utilities.pytest.make_fake_cs_ratio_files
sup3r.utilities.pytest.make_fake_era_files
sup3r.utilities.pytest.make_fake_h5_chunks
sup3r.utilities.pytest.make_fake_multi_time_nc_files
sup3r.utilities.pytest.make_fake_nc_files
sup3r.utilities.regridder
sup3r.utilities.regridder.RegridOutput
sup3r.utilities.regridder.Regridder
sup3r.utilities.regridder.WindRegridder
sup3r.utilities.regridder_cli
sup3r.utilities.regridder_cli.kickoff_local_job
sup3r.utilities.regridder_cli.kickoff_slurm_job
sup3r.utilities.stitching
sup3r.utilities.stitching.blend_domains
sup3r.utilities.stitching.forward_avg
sup3r.utilities.stitching.get_domain_region
sup3r.utilities.stitching.get_files
sup3r.utilities.stitching.get_handles
sup3r.utilities.stitching.impute_domain
sup3r.utilities.stitching.prune_levels
sup3r.utilities.stitching.regrid_main_domain
sup3r.utilities.stitching.stitch_and_save
sup3r.utilities.stitching.stitch_domains
sup3r.utilities.stitching.unstagger_vars
sup3r.utilities.stitching.Regridder
sup3r.utilities.utilities
sup3r.utilities.utilities.bvf_squared
sup3r.utilities.utilities.correct_path
sup3r.utilities.utilities.daily_temporal_coarsening
sup3r.utilities.utilities.daily_time_sampler
sup3r.utilities.utilities.estimate_max_workers
sup3r.utilities.utilities.expand_paths
sup3r.utilities.utilities.forward_average
sup3r.utilities.utilities.generate_random_string
sup3r.utilities.utilities.get_chunk_slices
sup3r.utilities.utilities.get_input_handler_class
sup3r.utilities.utilities.get_raster_shape
sup3r.utilities.utilities.get_source_type
sup3r.utilities.utilities.get_time_dim_name
sup3r.utilities.utilities.get_wrf_date_range
sup3r.utilities.utilities.gradient_richardson_number
sup3r.utilities.utilities.ignore_case_path_fetch
sup3r.utilities.utilities.inverse_mo_length
sup3r.utilities.utilities.invert_pot_temp
sup3r.utilities.utilities.invert_uv
sup3r.utilities.utilities.lat_lon_coarsening
sup3r.utilities.utilities.nn_fill_array
sup3r.utilities.utilities.np_to_pd_times
sup3r.utilities.utilities.nsrdb_reduce_daily_data
sup3r.utilities.utilities.nsrdb_sub_daily_sampler
sup3r.utilities.utilities.pd_date_range
sup3r.utilities.utilities.potential_temperature
sup3r.utilities.utilities.potential_temperature_average
sup3r.utilities.utilities.potential_temperature_difference
sup3r.utilities.utilities.rotor_area
sup3r.utilities.utilities.rotor_equiv_ws
sup3r.utilities.utilities.round_array
sup3r.utilities.utilities.smooth_data
sup3r.utilities.utilities.spatial_coarsening
sup3r.utilities.utilities.spatial_simple_enhancing
sup3r.utilities.utilities.st_interp
sup3r.utilities.utilities.temporal_coarsening
sup3r.utilities.utilities.temporal_simple_enhancing
sup3r.utilities.utilities.transform_rotate_wind
sup3r.utilities.utilities.uniform_box_sampler
sup3r.utilities.utilities.uniform_time_sampler
sup3r.utilities.utilities.vorticity_calc
sup3r.utilities.utilities.weighted_box_sampler
sup3r.utilities.utilities.weighted_time_sampler
sup3r.utilities.utilities.windspeed_log_law
sup3r.utilities.utilities.Timer
CLI reference
sup3r
batch
bias-calc
data-collect
data-extract
forward-pass
pipeline
qa
regrid
solar
stats
visual-qa
sup3r
sup3r
sup3r.qa
sup3r.qa.qa_cli
Edit on GitHub
sup3r.qa.qa_cli
sup3r QA module CLI entry points.