pyhazards.metrics package¶

class pyhazards.metrics.ClassificationMetrics[source]¶

Bases: MetricBase

_abc_impl = <_abc._abc_data object>¶

compute()[source]¶

Return type:: Dict[str, float]

reset()[source]¶

Return type:: None

update(preds, targets)[source]¶

Return type:: None

class pyhazards.metrics.MetricBase[source]¶

Bases: ABC

_abc_impl = <_abc._abc_data object>¶

abstract compute()[source]¶

Return type:: Dict[str, float]

abstract reset()[source]¶

Return type:: None

abstract update(preds, targets)[source]¶

Return type:: None

class pyhazards.metrics.RegressionMetrics[source]¶

Bases: MetricBase

_abc_impl = <_abc._abc_data object>¶

compute()[source]¶

Return type:: Dict[str, float]

reset()[source]¶

Return type:: None

update(preds, targets)[source]¶

Return type:: None

class pyhazards.metrics.SegmentationMetrics(num_classes=None)[source]¶

Bases: MetricBase

_abc_impl = <_abc._abc_data object>¶

compute()[source]¶

Return type:: Dict[str, float]

reset()[source]¶

Return type:: None

update(preds, targets)[source]¶

Return type:: None