Index

_

_abc_impl (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) _get_adjacency() (pyhazards.models.WildfireMamba method)

_is_protocol (pyhazards.datasets.base.Transform attribute) _load() (pyhazards.Dataset method) (pyhazards.datasets.base.Dataset method) (pyhazards.datasets.Dataset method) _make_loader() (pyhazards.engine.Trainer method) (pyhazards.engine.trainer.Trainer method) (pyhazards.Trainer method) _temporal_delta() (pyhazards.models.WildfireMamba static method) _to_device() (pyhazards.engine.Trainer method) (pyhazards.engine.trainer.Trainer method) (pyhazards.Trainer method)

A

auto_device() (in module pyhazards.utils) (in module pyhazards.utils.hardware) available_datasets() (in module pyhazards) (in module pyhazards.datasets) (in module pyhazards.datasets.registry)

available_models() (in module pyhazards) (in module pyhazards.models) (in module pyhazards.models.registry)

B

build_model() (in module pyhazards) (in module pyhazards.models) (in module pyhazards.models.builder)

C

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)

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) 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.LabelSpec attribute) devices (pyhazards.engine.distributed.DistributedConfig attribute) (pyhazards.engine.DistributedConfig attribute) DistributedConfig (class in pyhazards.engine) (class in pyhazards.engine.distributed)

E

evaluate() (pyhazards.engine.Trainer method) (pyhazards.engine.trainer.Trainer method) (pyhazards.Trainer method) 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) fit() (pyhazards.engine.Trainer method) (pyhazards.engine.trainer.Trainer method) (pyhazards.Trainer method) forward() (pyhazards.ClassificationHead method) (pyhazards.CNNPatchEncoder method) (pyhazards.MLPBackbone 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.heads.ClassificationHead method) (pyhazards.models.heads.RegressionHead method) (pyhazards.models.heads.SegmentationHead method) (pyhazards.models.MLPBackbone method) (pyhazards.models.RegressionHead method) (pyhazards.models.SegmentationHead method) (pyhazards.models.TemporalEncoder method) (pyhazards.models.TverskyLoss method) (pyhazards.models.WildfireCNNASPP method) (pyhazards.models.WildfireMamba method) (pyhazards.RegressionHead method) (pyhazards.SegmentationHead method) (pyhazards.TemporalEncoder method)

G

get_device() (in module pyhazards.utils) (in module pyhazards.utils.hardware) 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) graph_collate() (in module pyhazards.datasets) GraphTemporalDataset (class in pyhazards.datasets)

I

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)

M

metadata (pyhazards.DataBundle attribute) (pyhazards.datasets.base.DataBundle attribute) (pyhazards.datasets.base.DataSplit attribute) (pyhazards.datasets.DataBundle attribute) (pyhazards.datasets.DataSplit attribute) (pyhazards.DataSplit attribute) MetricBase (class in pyhazards) (class in pyhazards.metrics) MLPBackbone (class in pyhazards) (class in pyhazards.models) (class in pyhazards.models.backbones) module pyhazards 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.metrics pyhazards.models pyhazards.models.backbones pyhazards.models.builder pyhazards.models.heads pyhazards.models.registry pyhazards.utils pyhazards.utils.common pyhazards.utils.hardware

N

name (pyhazards.Dataset attribute) (pyhazards.datasets.base.Dataset attribute) (pyhazards.datasets.Dataset attribute) 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)

P

predict() (pyhazards.engine.Trainer method) (pyhazards.engine.trainer.Trainer method) (pyhazards.Trainer method) pyhazards 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.metrics module pyhazards.models module pyhazards.models.backbones module pyhazards.models.builder module pyhazards.models.heads module pyhazards.models.registry module pyhazards.utils module pyhazards.utils.common module pyhazards.utils.hardware module

R

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) 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)

S

save_checkpoint() (pyhazards.engine.Trainer method) (pyhazards.engine.trainer.Trainer method) (pyhazards.Trainer method) 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) 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)

T

targets (pyhazards.datasets.base.DataSplit attribute) (pyhazards.datasets.DataSplit attribute) (pyhazards.DataSplit attribute) task_type (pyhazards.datasets.base.LabelSpec attribute) (pyhazards.datasets.LabelSpec attribute) (pyhazards.LabelSpec attribute) TemporalEncoder (class in pyhazards) (class in pyhazards.models) (class in pyhazards.models.backbones)

Trainer (class in pyhazards) (class in pyhazards.engine) (class in pyhazards.engine.trainer) Transform (class in pyhazards.datasets.base) 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)

W

wildfire_aspp_builder() (in module pyhazards.models) wildfire_mamba_builder() (in module pyhazards.models)

WildfireASPP (class in pyhazards.models) WildfireCNNASPP (class in pyhazards.models) WildfireMamba (class in pyhazards.models)