Index

_

_abc_impl (pyhazards.Benchmark attribute) (pyhazards.benchmarks.base.Benchmark attribute) (pyhazards.benchmarks.Benchmark attribute) (pyhazards.benchmarks.earthquake.EarthquakeBenchmark attribute) (pyhazards.benchmarks.EarthquakeBenchmark attribute) (pyhazards.benchmarks.flood.FloodBenchmark attribute) (pyhazards.benchmarks.FloodBenchmark attribute) (pyhazards.benchmarks.tc.TropicalCycloneBenchmark attribute) (pyhazards.benchmarks.TropicalCycloneBenchmark attribute) (pyhazards.benchmarks.wildfire.WildfireBenchmark attribute) (pyhazards.benchmarks.WildfireBenchmark attribute) (pyhazards.ClassificationMetrics attribute) (pyhazards.datasets.base.Transform attribute) (pyhazards.MetricBase attribute) (pyhazards.metrics.ClassificationMetrics attribute) (pyhazards.metrics.MetricBase attribute) (pyhazards.metrics.RegressionMetrics attribute) (pyhazards.metrics.SegmentationMetrics attribute) (pyhazards.RegressionMetrics attribute) (pyhazards.SegmentationMetrics attribute) _build_model() (pyhazards.engine.BenchmarkRunner method) _edge_index() (pyhazards.models.HydroGraphNet method) _get_adjacency() (pyhazards.models.WildfireMamba method) _init_states() (pyhazards.models.WaveCastNet method) _is_protocol (pyhazards.datasets.base.Transform attribute) _load() (pyhazards.Dataset method) (pyhazards.datasets.AEFADataset method) (pyhazards.datasets.base.Dataset method) (pyhazards.datasets.CaravanStreamflowDataset method) (pyhazards.datasets.Dataset method) (pyhazards.datasets.FloodCastBenchInundationDataset method) (pyhazards.datasets.FPAFODTabularDataset method) (pyhazards.datasets.FPAFODWeeklyDataset method) (pyhazards.datasets.HydroBenchStreamflowDataset method) (pyhazards.datasets.IBTrACSTropicalCycloneDataset method) (pyhazards.datasets.PickBenchmarkWaveformDataset method) (pyhazards.datasets.SeisBenchWaveformDataset method) (pyhazards.datasets.SyntheticEarthquakeForecastDataset method) (pyhazards.datasets.SyntheticEarthquakeWaveformDataset method) (pyhazards.datasets.SyntheticFloodInundationDataset method) (pyhazards.datasets.SyntheticFloodStreamflowDataset method) (pyhazards.datasets.SyntheticTropicalCycloneDataset method) (pyhazards.datasets.SyntheticWildfireSpreadDataset method) (pyhazards.datasets.SyntheticWildfireSpreadTemporalDataset method) (pyhazards.datasets.TCBenchAlphaDataset method) (pyhazards.datasets.TropiCycloneNetDataset method) (pyhazards.datasets.WaterBenchStreamflowDataset method)

_load_data() (pyhazards.engine.BenchmarkRunner method) _make_loader() (pyhazards.engine.Trainer method) (pyhazards.engine.trainer.Trainer method) (pyhazards.Trainer method) _make_split() (pyhazards.datasets.SyntheticFloodStreamflowDataset method) _markdown_report() (in module pyhazards.reports.base) _match_edge_dim() (pyhazards.models.HydroGraphNet method) _one_step() (pyhazards.models.HydroGraphNet method) _prepare_edge_inputs() (pyhazards.models.HydroGraphNet method) _temporal_delta() (pyhazards.models.WildfireMamba static method) _to_device() (pyhazards.engine.Trainer method) (pyhazards.engine.trainer.Trainer method) (pyhazards.Trainer method) _weekly_table() (pyhazards.datasets.FPAFODWeeklyDataset method) _write_csv() (in module pyhazards.reports.base)

A

accuracy() (pyhazards.models.WavefieldMetrics static method) AEFADataset (class in pyhazards.datasets) aggregate_metrics() (pyhazards.Benchmark method) (pyhazards.benchmarks.base.Benchmark method) (pyhazards.benchmarks.Benchmark method) artifacts (pyhazards.BenchmarkReport attribute) (pyhazards.BenchmarkResult attribute) (pyhazards.benchmarks.BenchmarkResult attribute) (pyhazards.benchmarks.schemas.BenchmarkResult attribute) (pyhazards.reports.base.BenchmarkReport attribute) (pyhazards.reports.BenchmarkReport attribute) ASUFM (class in pyhazards.models)

asufm_builder() (in module pyhazards.models) auto_device() (in module pyhazards.utils) (in module pyhazards.utils.hardware) available_benchmarks() (in module pyhazards) (in module pyhazards.benchmarks) (in module pyhazards.benchmarks.registry) available_datasets() (in module pyhazards) (in module pyhazards.datasets) (in module pyhazards.datasets.registry) available_hazard_tasks() (in module pyhazards) available_models() (in module pyhazards) (in module pyhazards.models) (in module pyhazards.models.registry)

B

Benchmark (class in pyhazards) (class in pyhazards.benchmarks) (class in pyhazards.benchmarks.base) benchmark (pyhazards.configs._schema.ExperimentConfig attribute) (pyhazards.configs.ExperimentConfig attribute) (pyhazards.ExperimentConfig attribute) benchmark_name (pyhazards.BenchmarkReport attribute) (pyhazards.BenchmarkResult attribute) (pyhazards.BenchmarkRunSummary attribute) (pyhazards.benchmarks.BenchmarkResult attribute) (pyhazards.benchmarks.BenchmarkRunSummary attribute) (pyhazards.benchmarks.schemas.BenchmarkResult attribute) (pyhazards.benchmarks.schemas.BenchmarkRunSummary attribute) (pyhazards.reports.base.BenchmarkReport attribute) (pyhazards.reports.BenchmarkReport attribute) BenchmarkConfig (class in pyhazards) (class in pyhazards.configs) (class in pyhazards.configs._schema)

BenchmarkReport (class in pyhazards) (class in pyhazards.reports) (class in pyhazards.reports.base) BenchmarkResult (class in pyhazards) (class in pyhazards.benchmarks) (class in pyhazards.benchmarks.schemas) BenchmarkRunner (class in pyhazards.engine) BenchmarkRunSummary (class in pyhazards) (class in pyhazards.benchmarks) (class in pyhazards.benchmarks.schemas) build_benchmark() (in module pyhazards) (in module pyhazards.benchmarks) (in module pyhazards.benchmarks.registry) build_model() (in module pyhazards) (in module pyhazards.models) (in module pyhazards.models.builder)

C

CaravanStreamflowDataset (class in pyhazards.datasets) channels (pyhazards.datasets.base.FeatureSpec attribute) (pyhazards.datasets.FeatureSpec attribute) (pyhazards.FeatureSpec attribute) ClassificationHead (class in pyhazards) (class in pyhazards.models) (class in pyhazards.models.heads) ClassificationMetrics (class in pyhazards) (class in pyhazards.metrics) cnn_aspp_builder() (in module pyhazards.models) CNNPatchEncoder (class in pyhazards) (class in pyhazards.models) (class in pyhazards.models.backbones)

compute() (pyhazards.ClassificationMetrics method) (pyhazards.MetricBase method) (pyhazards.metrics.ClassificationMetrics method) (pyhazards.metrics.MetricBase method) (pyhazards.metrics.RegressionMetrics method) (pyhazards.metrics.SegmentationMetrics method) (pyhazards.RegressionMetrics method) (pyhazards.SegmentationMetrics method) compute_all() (pyhazards.models.WavefieldMetrics static method) ConvLEMCell (class in pyhazards.models)

D

DataBundle (class in pyhazards) (class in pyhazards.datasets) (class in pyhazards.datasets.base) Dataset (class in pyhazards) (class in pyhazards.datasets) (class in pyhazards.datasets.base) dataset (pyhazards.configs._schema.ExperimentConfig attribute) (pyhazards.configs.ExperimentConfig attribute) (pyhazards.ExperimentConfig attribute) DatasetRef (class in pyhazards) (class in pyhazards.configs) (class in pyhazards.configs._schema) DataSplit (class in pyhazards) (class in pyhazards.datasets) (class in pyhazards.datasets.base)

default_builder() (in module pyhazards.models.builder) description (pyhazards.datasets.base.FeatureSpec attribute) (pyhazards.datasets.base.LabelSpec attribute) (pyhazards.datasets.FeatureSpec attribute) (pyhazards.datasets.LabelSpec attribute) (pyhazards.FeatureSpec attribute) (pyhazards.HazardTask attribute) (pyhazards.LabelSpec attribute) devices (pyhazards.engine.distributed.DistributedConfig attribute) (pyhazards.engine.DistributedConfig attribute) DistributedConfig (class in pyhazards.engine) (class in pyhazards.engine.distributed) dump_experiment_config() (in module pyhazards) (in module pyhazards.configs) (in module pyhazards.configs._schema)

E

EarthquakeBenchmark (class in pyhazards.benchmarks) (class in pyhazards.benchmarks.earthquake) EQNet (class in pyhazards.models) eqnet_builder() (in module pyhazards.models) EQTransformer (class in pyhazards.models) eqtransformer_builder() (in module pyhazards.models) eval_split (pyhazards.BenchmarkConfig attribute) (pyhazards.configs._schema.BenchmarkConfig attribute) (pyhazards.configs.BenchmarkConfig attribute) evaluate() (pyhazards.Benchmark method) (pyhazards.benchmarks.base.Benchmark method) (pyhazards.benchmarks.Benchmark method) (pyhazards.benchmarks.earthquake.EarthquakeBenchmark method) (pyhazards.benchmarks.EarthquakeBenchmark method) (pyhazards.benchmarks.flood.FloodBenchmark method) (pyhazards.benchmarks.FloodBenchmark method) (pyhazards.benchmarks.tc.TropicalCycloneBenchmark method) (pyhazards.benchmarks.TropicalCycloneBenchmark method) (pyhazards.benchmarks.wildfire.WildfireBenchmark method) (pyhazards.benchmarks.WildfireBenchmark method) (pyhazards.engine.Trainer method) (pyhazards.engine.trainer.Trainer method) (pyhazards.Trainer method)

ExperimentConfig (class in pyhazards) (class in pyhazards.configs) (class in pyhazards.configs._schema) export_report() (pyhazards.Benchmark method) (pyhazards.benchmarks.base.Benchmark method) (pyhazards.benchmarks.Benchmark method) (pyhazards.benchmarks.earthquake.EarthquakeBenchmark method) (pyhazards.benchmarks.EarthquakeBenchmark method) export_report_bundle() (in module pyhazards) (in module pyhazards.reports) (in module pyhazards.reports.base) extra (pyhazards.datasets.base.FeatureSpec attribute) (pyhazards.datasets.base.LabelSpec attribute) (pyhazards.datasets.FeatureSpec attribute) (pyhazards.datasets.LabelSpec attribute) (pyhazards.FeatureSpec attribute) (pyhazards.LabelSpec attribute)

F

feature_spec (pyhazards.DataBundle attribute) (pyhazards.datasets.base.DataBundle attribute) (pyhazards.datasets.DataBundle attribute) FeatureSpec (class in pyhazards) (class in pyhazards.datasets) (class in pyhazards.datasets.base) FireCastNet (class in pyhazards.models) firecastnet_builder() (in module pyhazards.models) fit() (pyhazards.engine.Trainer method) (pyhazards.engine.trainer.Trainer method) (pyhazards.Trainer method) FloodBenchmark (class in pyhazards.benchmarks) (class in pyhazards.benchmarks.flood) FloodCast (class in pyhazards.models) floodcast_builder() (in module pyhazards.models) FloodCastBenchInundationDataset (class in pyhazards.datasets) forefire_builder() (in module pyhazards.models) ForeFireAdapter (class in pyhazards.models) formats (pyhazards.configs._schema.ReportConfig attribute) (pyhazards.configs.ReportConfig attribute) (pyhazards.ReportConfig attribute) forward() (pyhazards.ClassificationHead method) (pyhazards.CNNPatchEncoder method) (pyhazards.MLPBackbone method) (pyhazards.models.ASUFM method) (pyhazards.models.backbones.CNNPatchEncoder method) (pyhazards.models.backbones.MLPBackbone method) (pyhazards.models.backbones.TemporalEncoder method) (pyhazards.models.ClassificationHead method) (pyhazards.models.CNNPatchEncoder method) (pyhazards.models.ConvLEMCell method) (pyhazards.models.EQNet method) (pyhazards.models.EQTransformer method) (pyhazards.models.FireCastNet method) (pyhazards.models.FloodCast method) (pyhazards.models.ForeFireAdapter method) (pyhazards.models.FourCastNetTC method) (pyhazards.models.GoogleFloodForecasting method) (pyhazards.models.GPD method) (pyhazards.models.GraphCastTC method) (pyhazards.models.heads.ClassificationHead method) (pyhazards.models.heads.RegressionHead method) (pyhazards.models.heads.SegmentationHead method) (pyhazards.models.Hurricast method) (pyhazards.models.HydroGraphNet method) (pyhazards.models.HydroGraphNetLoss method) (pyhazards.models.MLPBackbone method) (pyhazards.models.NeuralHydrologyEALSTM method) (pyhazards.models.NeuralHydrologyLSTM method) (pyhazards.models.PanguTC method) (pyhazards.models.PhaseNet method) (pyhazards.models.RegressionHead method) (pyhazards.models.SAFNet method) (pyhazards.models.SegmentationHead method) (pyhazards.models.TCIFFusion method) (pyhazards.models.TemporalEncoder method) (pyhazards.models.TropicalCycloneMLP method) (pyhazards.models.TropiCycloneNet method) (pyhazards.models.TverskyLoss method) (pyhazards.models.UrbanFloodCast method) (pyhazards.models.WaveCastNet method) (pyhazards.models.WaveCastNetLoss method) (pyhazards.models.WildfireCNNASPP method) (pyhazards.models.WildfireForecasting method) (pyhazards.models.WildfireFPA method) (pyhazards.models.WildfireMamba method) (pyhazards.models.WildfireSpreadTS method) (pyhazards.models.WRFSFireAdapter method) (pyhazards.RegressionHead method) (pyhazards.SegmentationHead method) (pyhazards.TemporalEncoder method)

forward_with_reconstruction() (pyhazards.models.WildfireFPA method) fourcastnet_tc_builder() (in module pyhazards.models) FourCastNetTC (class in pyhazards.models) FPAFODTabularDataset (class in pyhazards.datasets) FPAFODWeeklyDataset (class in pyhazards.datasets)

G

get_benchmark() (in module pyhazards) (in module pyhazards.benchmarks) (in module pyhazards.benchmarks.registry) get_device() (in module pyhazards.utils) (in module pyhazards.utils.hardware) get_hazard_task() (in module pyhazards) get_logger() (in module pyhazards.utils) (in module pyhazards.utils.common) get_model_config() (in module pyhazards.models.registry) get_split() (pyhazards.DataBundle method) (pyhazards.datasets.base.DataBundle method) (pyhazards.datasets.DataBundle method)

google_flood_forecasting_builder() (in module pyhazards.models) GoogleFloodForecasting (class in pyhazards.models) GPD (class in pyhazards.models) gpd_builder() (in module pyhazards.models) graph_collate() (in module pyhazards.datasets) graphcast_tc_builder() (in module pyhazards.models) GraphCastTC (class in pyhazards.models) GraphTemporalDataset (class in pyhazards.datasets)

H

has_hazard_task() (in module pyhazards) hazard (pyhazards.HazardTask attribute) hazard_task (pyhazards.Benchmark attribute) (pyhazards.BenchmarkConfig attribute) (pyhazards.BenchmarkReport attribute) (pyhazards.BenchmarkResult attribute) (pyhazards.BenchmarkRunSummary attribute) (pyhazards.benchmarks.base.Benchmark attribute) (pyhazards.benchmarks.Benchmark attribute) (pyhazards.benchmarks.BenchmarkResult attribute) (pyhazards.benchmarks.BenchmarkRunSummary attribute) (pyhazards.benchmarks.earthquake.EarthquakeBenchmark attribute) (pyhazards.benchmarks.EarthquakeBenchmark attribute) (pyhazards.benchmarks.flood.FloodBenchmark attribute) (pyhazards.benchmarks.FloodBenchmark attribute) (pyhazards.benchmarks.schemas.BenchmarkResult attribute) (pyhazards.benchmarks.schemas.BenchmarkRunSummary attribute) (pyhazards.benchmarks.tc.TropicalCycloneBenchmark attribute) (pyhazards.benchmarks.TropicalCycloneBenchmark attribute) (pyhazards.benchmarks.wildfire.WildfireBenchmark attribute) (pyhazards.benchmarks.WildfireBenchmark attribute) (pyhazards.configs._schema.BenchmarkConfig attribute) (pyhazards.configs.BenchmarkConfig attribute) (pyhazards.reports.base.BenchmarkReport attribute) (pyhazards.reports.BenchmarkReport attribute)

HazardTask (class in pyhazards) Hurricast (class in pyhazards.models) hurricast_builder() (in module pyhazards.models) HydroBenchStreamflowDataset (class in pyhazards.datasets) HydroGraphNet (class in pyhazards.models) hydrographnet_builder() (in module pyhazards.models) HydroGraphNetLoss (class in pyhazards.models)

I

IBTrACSTropicalCycloneDataset (class in pyhazards.datasets) input_dim (pyhazards.datasets.base.FeatureSpec attribute) (pyhazards.datasets.FeatureSpec attribute) (pyhazards.FeatureSpec attribute)

inputs (pyhazards.datasets.base.DataSplit attribute) (pyhazards.datasets.DataSplit attribute) (pyhazards.DataSplit attribute)

L

label_spec (pyhazards.DataBundle attribute) (pyhazards.datasets.base.DataBundle attribute) (pyhazards.datasets.DataBundle attribute) LabelSpec (class in pyhazards) (class in pyhazards.datasets) (class in pyhazards.datasets.base) load() (pyhazards.Dataset method) (pyhazards.datasets.base.Dataset method) (pyhazards.datasets.Dataset method)

load_dataset() (in module pyhazards) (in module pyhazards.datasets) (in module pyhazards.datasets.registry) load_experiment_config() (in module pyhazards) (in module pyhazards.configs) (in module pyhazards.configs._schema)

M

metadata (pyhazards.BenchmarkReport attribute) (pyhazards.BenchmarkResult attribute) (pyhazards.BenchmarkRunSummary attribute) (pyhazards.benchmarks.BenchmarkResult attribute) (pyhazards.benchmarks.BenchmarkRunSummary attribute) (pyhazards.benchmarks.schemas.BenchmarkResult attribute) (pyhazards.benchmarks.schemas.BenchmarkRunSummary attribute) (pyhazards.configs._schema.ExperimentConfig attribute) (pyhazards.configs.ExperimentConfig attribute) (pyhazards.DataBundle attribute) (pyhazards.datasets.base.DataBundle attribute) (pyhazards.datasets.base.DataSplit attribute) (pyhazards.datasets.DataBundle attribute) (pyhazards.datasets.DataSplit attribute) (pyhazards.DataSplit attribute) (pyhazards.ExperimentConfig attribute) (pyhazards.reports.base.BenchmarkReport attribute) (pyhazards.reports.BenchmarkReport attribute) metric_names_by_task (pyhazards.benchmarks.earthquake.EarthquakeBenchmark attribute) (pyhazards.benchmarks.EarthquakeBenchmark attribute) (pyhazards.benchmarks.flood.FloodBenchmark attribute) (pyhazards.benchmarks.FloodBenchmark attribute) (pyhazards.benchmarks.tc.TropicalCycloneBenchmark attribute) (pyhazards.benchmarks.TropicalCycloneBenchmark attribute) (pyhazards.benchmarks.wildfire.WildfireBenchmark attribute) (pyhazards.benchmarks.WildfireBenchmark attribute) MetricBase (class in pyhazards) (class in pyhazards.metrics) metrics (pyhazards.BenchmarkConfig attribute) (pyhazards.BenchmarkReport attribute) (pyhazards.BenchmarkResult attribute) (pyhazards.BenchmarkRunSummary attribute) (pyhazards.benchmarks.BenchmarkResult attribute) (pyhazards.benchmarks.BenchmarkRunSummary attribute) (pyhazards.benchmarks.schemas.BenchmarkResult attribute) (pyhazards.benchmarks.schemas.BenchmarkRunSummary attribute) (pyhazards.configs._schema.BenchmarkConfig attribute) (pyhazards.configs.BenchmarkConfig attribute) (pyhazards.reports.base.BenchmarkReport attribute) (pyhazards.reports.BenchmarkReport attribute) MLPBackbone (class in pyhazards) (class in pyhazards.models) (class in pyhazards.models.backbones)

model (pyhazards.configs._schema.ExperimentConfig attribute) (pyhazards.configs.ExperimentConfig attribute) (pyhazards.ExperimentConfig attribute) ModelRef (class in pyhazards) (class in pyhazards.configs) (class in pyhazards.configs._schema) module pyhazards pyhazards.benchmarks pyhazards.benchmarks.base pyhazards.benchmarks.earthquake pyhazards.benchmarks.flood pyhazards.benchmarks.registry pyhazards.benchmarks.runner pyhazards.benchmarks.schemas pyhazards.benchmarks.tc pyhazards.benchmarks.wildfire pyhazards.configs pyhazards.configs._schema pyhazards.datasets pyhazards.datasets.base pyhazards.datasets.hazards pyhazards.datasets.registry pyhazards.datasets.transforms pyhazards.engine pyhazards.engine.distributed pyhazards.engine.inference pyhazards.engine.trainer pyhazards.interactive_map pyhazards.metrics pyhazards.models pyhazards.models.backbones pyhazards.models.builder pyhazards.models.heads pyhazards.models.registry pyhazards.reports pyhazards.reports.base pyhazards.utils pyhazards.utils.common pyhazards.utils.hardware

N

name (pyhazards.Benchmark attribute) (pyhazards.BenchmarkConfig attribute) (pyhazards.benchmarks.base.Benchmark attribute) (pyhazards.benchmarks.Benchmark attribute) (pyhazards.benchmarks.earthquake.EarthquakeBenchmark attribute) (pyhazards.benchmarks.EarthquakeBenchmark attribute) (pyhazards.benchmarks.flood.FloodBenchmark attribute) (pyhazards.benchmarks.FloodBenchmark attribute) (pyhazards.benchmarks.tc.TropicalCycloneBenchmark attribute) (pyhazards.benchmarks.TropicalCycloneBenchmark attribute) (pyhazards.benchmarks.wildfire.WildfireBenchmark attribute) (pyhazards.benchmarks.WildfireBenchmark attribute) (pyhazards.configs._schema.BenchmarkConfig attribute) (pyhazards.configs._schema.DatasetRef attribute) (pyhazards.configs._schema.ModelRef attribute) (pyhazards.configs.BenchmarkConfig attribute) (pyhazards.configs.DatasetRef attribute) (pyhazards.configs.ModelRef attribute) (pyhazards.Dataset attribute) (pyhazards.DatasetRef attribute) (pyhazards.datasets.AEFADataset attribute) (pyhazards.datasets.base.Dataset attribute) (pyhazards.datasets.CaravanStreamflowDataset attribute) (pyhazards.datasets.Dataset attribute) (pyhazards.datasets.FloodCastBenchInundationDataset attribute) (pyhazards.datasets.FPAFODTabularDataset attribute) (pyhazards.datasets.FPAFODWeeklyDataset attribute) (pyhazards.datasets.HydroBenchStreamflowDataset attribute) (pyhazards.datasets.IBTrACSTropicalCycloneDataset attribute) (pyhazards.datasets.PickBenchmarkWaveformDataset attribute) (pyhazards.datasets.SeisBenchWaveformDataset attribute) (pyhazards.datasets.SyntheticEarthquakeForecastDataset attribute) (pyhazards.datasets.SyntheticEarthquakeWaveformDataset attribute) (pyhazards.datasets.SyntheticFloodInundationDataset attribute) (pyhazards.datasets.SyntheticFloodStreamflowDataset attribute) (pyhazards.datasets.SyntheticTropicalCycloneDataset attribute) (pyhazards.datasets.SyntheticWildfireSpreadDataset attribute) (pyhazards.datasets.SyntheticWildfireSpreadTemporalDataset attribute) (pyhazards.datasets.TCBenchAlphaDataset attribute) (pyhazards.datasets.TropiCycloneNetDataset attribute) (pyhazards.datasets.WaterBenchStreamflowDataset attribute) (pyhazards.HazardTask attribute) (pyhazards.ModelRef attribute)

neuralhydrology_ealstm_builder() (in module pyhazards.models) neuralhydrology_lstm_builder() (in module pyhazards.models) NeuralHydrologyEALSTM (class in pyhazards.models) NeuralHydrologyLSTM (class in pyhazards.models) num_devices() (in module pyhazards.utils) (in module pyhazards.utils.hardware) num_targets (pyhazards.datasets.base.LabelSpec attribute) (pyhazards.datasets.LabelSpec attribute) (pyhazards.LabelSpec attribute)

O

open_interactive_map() (in module pyhazards) (in module pyhazards.interactive_map)

output_dir (pyhazards.configs._schema.ReportConfig attribute) (pyhazards.configs.ReportConfig attribute) (pyhazards.ReportConfig attribute)

P

pangu_tc_builder() (in module pyhazards.models) PanguTC (class in pyhazards.models) params (pyhazards.BenchmarkConfig attribute) (pyhazards.configs._schema.BenchmarkConfig attribute) (pyhazards.configs._schema.DatasetRef attribute) (pyhazards.configs._schema.ModelRef attribute) (pyhazards.configs.BenchmarkConfig attribute) (pyhazards.configs.DatasetRef attribute) (pyhazards.configs.ModelRef attribute) (pyhazards.DatasetRef attribute) (pyhazards.ModelRef attribute) PhaseNet (class in pyhazards.models) phasenet_builder() (in module pyhazards.models) PickBenchmarkWaveformDataset (class in pyhazards.datasets) predict() (pyhazards.engine.Trainer method) (pyhazards.engine.trainer.Trainer method) (pyhazards.Trainer method) predictions (pyhazards.BenchmarkResult attribute) (pyhazards.benchmarks.BenchmarkResult attribute) (pyhazards.benchmarks.schemas.BenchmarkResult attribute) pyhazards module pyhazards.benchmarks module pyhazards.benchmarks.base module pyhazards.benchmarks.earthquake module pyhazards.benchmarks.flood module pyhazards.benchmarks.registry module pyhazards.benchmarks.runner module pyhazards.benchmarks.schemas module pyhazards.benchmarks.tc module pyhazards.benchmarks.wildfire module pyhazards.configs module pyhazards.configs._schema module

pyhazards.datasets module pyhazards.datasets.base module pyhazards.datasets.hazards module pyhazards.datasets.registry module pyhazards.datasets.transforms module pyhazards.engine module pyhazards.engine.distributed module pyhazards.engine.inference module pyhazards.engine.trainer module pyhazards.interactive_map module pyhazards.metrics module pyhazards.models module pyhazards.models.backbones module pyhazards.models.builder module pyhazards.models.heads module pyhazards.models.registry module pyhazards.reports module pyhazards.reports.base module pyhazards.utils module pyhazards.utils.common module pyhazards.utils.hardware module

R

RAI_FIRE_URL (in module pyhazards.interactive_map) register_benchmark() (in module pyhazards) (in module pyhazards.benchmarks) (in module pyhazards.benchmarks.registry) register_dataset() (in module pyhazards) (in module pyhazards.datasets) (in module pyhazards.datasets.registry) register_model() (in module pyhazards) (in module pyhazards.models) (in module pyhazards.models.registry) RegressionHead (class in pyhazards) (class in pyhazards.models) (class in pyhazards.models.heads) RegressionMetrics (class in pyhazards) (class in pyhazards.metrics) report (pyhazards.configs._schema.ExperimentConfig attribute) (pyhazards.configs.ExperimentConfig attribute) (pyhazards.ExperimentConfig attribute) report_paths (pyhazards.BenchmarkRunSummary attribute) (pyhazards.benchmarks.BenchmarkRunSummary attribute) (pyhazards.benchmarks.schemas.BenchmarkRunSummary attribute)

ReportConfig (class in pyhazards) (class in pyhazards.configs) (class in pyhazards.configs._schema) reset() (pyhazards.ClassificationMetrics method) (pyhazards.MetricBase method) (pyhazards.metrics.ClassificationMetrics method) (pyhazards.metrics.MetricBase method) (pyhazards.metrics.RegressionMetrics method) (pyhazards.metrics.SegmentationMetrics method) (pyhazards.RegressionMetrics method) (pyhazards.SegmentationMetrics method) reset_parameters() (pyhazards.models.ConvLEMCell method) resolve_benchmark() (in module pyhazards.benchmarks.runner) rfne() (pyhazards.models.WavefieldMetrics static method) rollout() (pyhazards.models.HydroGraphNet method) run() (pyhazards.engine.BenchmarkRunner method) run_benchmark() (in module pyhazards) (in module pyhazards.benchmarks) (in module pyhazards.benchmarks.runner)

S

saf_net_builder() (in module pyhazards.models) SAFNet (class in pyhazards.models) save_checkpoint() (pyhazards.engine.Trainer method) (pyhazards.engine.trainer.Trainer method) (pyhazards.Trainer method) seed (pyhazards.configs._schema.ExperimentConfig attribute) (pyhazards.configs.ExperimentConfig attribute) (pyhazards.ExperimentConfig attribute) seed_all() (in module pyhazards.utils) (in module pyhazards.utils.common) SegmentationHead (class in pyhazards) (class in pyhazards.models) (class in pyhazards.models.heads) SegmentationMetrics (class in pyhazards) (class in pyhazards.metrics) SeisBenchWaveformDataset (class in pyhazards.datasets) select_strategy() (in module pyhazards.engine) (in module pyhazards.engine.distributed)

set_adjacency() (pyhazards.models.WildfireMamba method) set_device() (in module pyhazards.utils) (in module pyhazards.utils.hardware) SlidingWindowInference (class in pyhazards.engine) (class in pyhazards.engine.inference) splits (pyhazards.DataBundle attribute) (pyhazards.datasets.base.DataBundle attribute) (pyhazards.datasets.DataBundle attribute) strategy (pyhazards.engine.distributed.DistributedConfig attribute) (pyhazards.engine.DistributedConfig attribute) SyntheticEarthquakeForecastDataset (class in pyhazards.datasets) SyntheticEarthquakeWaveformDataset (class in pyhazards.datasets) SyntheticFloodInundationDataset (class in pyhazards.datasets) SyntheticFloodStreamflowDataset (class in pyhazards.datasets) SyntheticTropicalCycloneDataset (class in pyhazards.datasets) SyntheticWildfireSpreadDataset (class in pyhazards.datasets) SyntheticWildfireSpreadTemporalDataset (class in pyhazards.datasets)

T

target (pyhazards.HazardTask attribute) targets (pyhazards.datasets.base.DataSplit attribute) (pyhazards.datasets.DataSplit attribute) (pyhazards.DataSplit attribute) task (pyhazards.configs._schema.ModelRef attribute) (pyhazards.configs.ModelRef attribute) (pyhazards.ModelRef attribute) task_type (pyhazards.datasets.base.LabelSpec attribute) (pyhazards.datasets.LabelSpec attribute) (pyhazards.LabelSpec attribute) TCBenchAlphaDataset (class in pyhazards.datasets) tcif_fusion_builder() (in module pyhazards.models) TCIFFusion (class in pyhazards.models) TemporalEncoder (class in pyhazards) (class in pyhazards.models) (class in pyhazards.models.backbones) to_dict() (pyhazards.BenchmarkReport method) (pyhazards.configs._schema.ExperimentConfig method) (pyhazards.configs.ExperimentConfig method) (pyhazards.ExperimentConfig method) (pyhazards.reports.base.BenchmarkReport method) (pyhazards.reports.BenchmarkReport method)

Trainer (class in pyhazards) (class in pyhazards.engine) (class in pyhazards.engine.trainer) Transform (class in pyhazards.datasets.base) tropicalcyclone_mlp_builder() (in module pyhazards.models) TropicalCycloneBenchmark (class in pyhazards.benchmarks) (class in pyhazards.benchmarks.tc) TropicalCycloneMLP (class in pyhazards.models) TropiCycloneNet (class in pyhazards.models) tropicyclonenet_builder() (in module pyhazards.models) TropiCycloneNetDataset (class in pyhazards.datasets) TverskyLoss (class in pyhazards.models)

U

update() (pyhazards.ClassificationMetrics method) (pyhazards.MetricBase method) (pyhazards.metrics.ClassificationMetrics method) (pyhazards.metrics.MetricBase method) (pyhazards.metrics.RegressionMetrics method) (pyhazards.metrics.SegmentationMetrics method) (pyhazards.RegressionMetrics method) (pyhazards.SegmentationMetrics method)

UrbanFloodCast (class in pyhazards.models) urbanfloodcast_builder() (in module pyhazards.models)

W

WaterBenchStreamflowDataset (class in pyhazards.datasets) WaveCastNet (class in pyhazards.models) wavecastnet_builder() (in module pyhazards.models) WaveCastNetLoss (class in pyhazards.models) WavefieldMetrics (class in pyhazards.models) wildfire_aspp_builder() (in module pyhazards.models) wildfire_forecasting_builder() (in module pyhazards.models) wildfire_fpa_builder() (in module pyhazards.models) wildfire_mamba_builder() (in module pyhazards.models) WildfireASPP (class in pyhazards.models)

WildfireBenchmark (class in pyhazards.benchmarks) (class in pyhazards.benchmarks.wildfire) WildfireCNNASPP (class in pyhazards.models) WildfireForecasting (class in pyhazards.models) WildfireFPA (class in pyhazards.models) WildfireMamba (class in pyhazards.models) WildfireSpreadTS (class in pyhazards.models) wildfirespreadts_builder() (in module pyhazards.models) wrf_sfire_builder() (in module pyhazards.models) WRFSFireAdapter (class in pyhazards.models)