pyhazards

• pyhazards package
  • Subpackages
    • pyhazards.datasets package
      • Catalog Summary
      • Developer Dataset Workflow
      • Submodules
      • pyhazards.datasets.base module
      • pyhazards.datasets.registry module
      • pyhazards.datasets.transforms package
      • pyhazards.datasets.hazards package
      • Module contents
    • pyhazards.models package
      • Catalog Summary
      • Developer Registry Workflow
      • Submodules
      • pyhazards.models.backbones module
      • pyhazards.models.heads module
      • pyhazards.models.builder module
      • pyhazards.models.registry module
      • Module contents
    • pyhazards.benchmarks package
      • Submodules
      • pyhazards.benchmarks.base module
      • pyhazards.benchmarks.registry module
      • pyhazards.benchmarks.runner module
      • pyhazards.benchmarks.schemas module
      • pyhazards.benchmarks.earthquake module
      • pyhazards.benchmarks.wildfire module
      • pyhazards.benchmarks.flood module
      • pyhazards.benchmarks.tc module
      • Module contents
    • pyhazards.configs package
      • Submodules
      • pyhazards.configs._schema module
      • Module contents
    • pyhazards.reports package
      • Submodules
      • pyhazards.reports.base module
      • Module contents
    • pyhazards.engine package
      • Submodules
      • pyhazards.engine.trainer module
      • pyhazards.engine.distributed module
      • pyhazards.engine.inference module
      • Module contents
    • pyhazards.metrics package
      • ClassificationMetrics
      • MetricBase
      • RegressionMetrics
      • SegmentationMetrics
    • pyhazards.utils package
      • Submodules
      • pyhazards.utils.hardware module
      • pyhazards.utils.common module
      • Module contents
  • Submodules
  • pyhazards.interactive_map module
    • RAI_FIRE_URL
    • open_interactive_map()
  • Module contents
    • Benchmark
      • Benchmark._abc_impl
      • Benchmark.aggregate_metrics()
      • Benchmark.evaluate()
      • Benchmark.export_report()
      • Benchmark.hazard_task
      • Benchmark.name
    • BenchmarkConfig
      • BenchmarkConfig.eval_split
      • BenchmarkConfig.hazard_task
      • BenchmarkConfig.metrics
      • BenchmarkConfig.name
      • BenchmarkConfig.params
    • BenchmarkReport
      • BenchmarkReport.artifacts
      • BenchmarkReport.benchmark_name
      • BenchmarkReport.hazard_task
      • BenchmarkReport.metadata
      • BenchmarkReport.metrics
      • BenchmarkReport.to_dict()
    • BenchmarkResult
      • BenchmarkResult.artifacts
      • BenchmarkResult.benchmark_name
      • BenchmarkResult.hazard_task
      • BenchmarkResult.metadata
      • BenchmarkResult.metrics
      • BenchmarkResult.predictions
    • BenchmarkRunSummary
      • BenchmarkRunSummary.benchmark_name
      • BenchmarkRunSummary.hazard_task
      • BenchmarkRunSummary.metadata
      • BenchmarkRunSummary.metrics
      • BenchmarkRunSummary.report_paths
    • CNNPatchEncoder
      • CNNPatchEncoder.forward()
    • ClassificationHead
      • ClassificationHead.forward()
    • ClassificationMetrics
      • ClassificationMetrics._abc_impl
      • ClassificationMetrics.compute()
      • ClassificationMetrics.reset()
      • ClassificationMetrics.update()
    • DataBundle
      • DataBundle.feature_spec
      • DataBundle.get_split()
      • DataBundle.label_spec
      • DataBundle.metadata
      • DataBundle.splits
    • DataSplit
      • DataSplit.inputs
      • DataSplit.metadata
      • DataSplit.targets
    • Dataset
      • Dataset._load()
      • Dataset.load()
      • Dataset.name
    • DatasetRef
      • DatasetRef.name
      • DatasetRef.params
    • ExperimentConfig
      • ExperimentConfig.benchmark
      • ExperimentConfig.dataset
      • ExperimentConfig.metadata
      • ExperimentConfig.model
      • ExperimentConfig.report
      • ExperimentConfig.seed
      • ExperimentConfig.to_dict()
    • FeatureSpec
      • FeatureSpec.channels
      • FeatureSpec.description
      • FeatureSpec.extra
      • FeatureSpec.input_dim
    • HazardTask
      • HazardTask.description
      • HazardTask.hazard
      • HazardTask.name
      • HazardTask.target
    • LabelSpec
      • LabelSpec.description
      • LabelSpec.extra
      • LabelSpec.num_targets
      • LabelSpec.task_type
    • MLPBackbone
      • MLPBackbone.forward()
    • MetricBase
      • MetricBase._abc_impl
      • MetricBase.compute()
      • MetricBase.reset()
      • MetricBase.update()
    • ModelRef
      • ModelRef.name
      • ModelRef.params
      • ModelRef.task
    • RegressionHead
      • RegressionHead.forward()
    • RegressionMetrics
      • RegressionMetrics._abc_impl
      • RegressionMetrics.compute()
      • RegressionMetrics.reset()
      • RegressionMetrics.update()
    • ReportConfig
      • ReportConfig.formats
      • ReportConfig.output_dir
    • SegmentationHead
      • SegmentationHead.forward()
    • SegmentationMetrics
      • SegmentationMetrics._abc_impl
      • SegmentationMetrics.compute()
      • SegmentationMetrics.reset()
      • SegmentationMetrics.update()
    • TemporalEncoder
      • TemporalEncoder.forward()
    • Trainer
      • Trainer._make_loader()
      • Trainer._resolve_metrics()
      • Trainer._to_device()
      • Trainer.evaluate()
      • Trainer.fit()
      • Trainer.predict()
      • Trainer.save_checkpoint()
    • available_benchmarks()
    • available_datasets()
    • available_hazard_tasks()
    • available_models()
    • build_benchmark()
    • build_model()
    • dump_experiment_config()
    • export_report_bundle()
    • get_benchmark()
    • get_hazard_task()
    • has_hazard_task()
    • load_dataset()
    • load_experiment_config()
    • open_interactive_map()
    • register_benchmark()
    • register_dataset()
    • register_model()
    • run_benchmark()