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pyhazards.metrics package
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class pyhazards.metrics.ClassificationMetrics[source]
Bases: MetricBase
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_abc_impl = <_abc._abc_data object>
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compute()[source]
- Return type:
Dict[str, float]
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reset()[source]
- Return type:
None
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update(preds, targets)[source]
- Return type:
None
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class pyhazards.metrics.MetricBase[source]
Bases: ABC
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_abc_impl = <_abc._abc_data object>
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abstractmethod compute()[source]
- Return type:
Dict[str, float]
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abstractmethod reset()[source]
- Return type:
None
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abstractmethod update(preds, targets)[source]
- Return type:
None
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class pyhazards.metrics.RegressionMetrics[source]
Bases: MetricBase
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_abc_impl = <_abc._abc_data object>
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compute()[source]
- Return type:
Dict[str, float]
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reset()[source]
- Return type:
None
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update(preds, targets)[source]
- Return type:
None
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class pyhazards.metrics.SegmentationMetrics(num_classes=None)[source]
Bases: MetricBase
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_abc_impl = <_abc._abc_data object>
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compute()[source]
- Return type:
Dict[str, float]
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reset()[source]
- Return type:
None
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update(preds, targets)[source]
- Return type:
None