W&B evaluator
gentropy.method.l2g.evaluator.WandbEvaluator
¶
Bases: Evaluator
Wrapper for pyspark Evaluators. It is expected that the user will provide an Evaluators, and this wrapper will log metrics from said evaluator to W&B.
Source code in src/gentropy/method/l2g/evaluator.py
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__init__(label_values: list[str] | None = None, **kwargs: BinaryClassificationEvaluator | MulticlassClassificationEvaluator | Run) -> None
¶
Initialize a WandbEvaluator.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
label_values |
list[str] | None
|
List of label values. |
None
|
**kwargs |
BinaryClassificationEvaluator | MulticlassClassificationEvaluator | Run
|
Keyword arguments. |
{}
|
Source code in src/gentropy/method/l2g/evaluator.py
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getlabel_values() -> list[str]
¶
Get the label_values parameter.
Returns:
Type | Description |
---|---|
list[str]
|
list[str]: List of label values. |
Source code in src/gentropy/method/l2g/evaluator.py
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getspark_ml_evaluator() -> Evaluator
¶
Get the spark_ml_evaluator parameter.
Returns:
Name | Type | Description |
---|---|---|
Evaluator |
Evaluator
|
Spark ML evaluator. |
Source code in src/gentropy/method/l2g/evaluator.py
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getwandb_project_name() -> Any
¶
Get the wandb_project_name parameter.
Returns:
Name | Type | Description |
---|---|---|
Any |
Any
|
Name of the W&B project. |
Source code in src/gentropy/method/l2g/evaluator.py
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getwandb_run() -> Run
¶
Get the wandb_run parameter.
Returns:
Name | Type | Description |
---|---|---|
Run |
Run
|
Wandb run object. |
Source code in src/gentropy/method/l2g/evaluator.py
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setlabel_values(value: list[str]) -> None
¶
Set the label_values parameter.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
value |
list[str]
|
List of label values. |
required |
Source code in src/gentropy/method/l2g/evaluator.py
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setspark_ml_evaluator(value: Evaluator) -> None
¶
Set the spark_ml_evaluator parameter.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
value |
Evaluator
|
Spark ML evaluator. |
required |
Source code in src/gentropy/method/l2g/evaluator.py
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