Spaces:
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Update Space (evaluate main: e4a27243)
Browse files- poseval.py +16 -3
- requirements.txt +1 -1
poseval.py
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# limitations under the License.
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""" seqeval metric. """
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from typing import Union
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import datasets
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"""
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@evaluate.utils.file_utils.add_start_docstrings(_DESCRIPTION, _KWARGS_DESCRIPTION)
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class Poseval(evaluate.Metric):
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return evaluate.MetricInfo(
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description=_DESCRIPTION,
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citation=_CITATION,
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homepage="https://scikit-learn.org",
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inputs_description=_KWARGS_DESCRIPTION,
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features=datasets.Features(
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{
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"predictions": datasets.Sequence(datasets.Value("string", id="label"), id="sequence"),
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self,
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predictions,
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references,
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zero_division: Union[str, int] = "warn",
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):
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report = classification_report(
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y_true=[label for ref in references for label in ref],
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y_pred=[label for pred in predictions for label in pred],
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output_dict=True,
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zero_division=zero_division,
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)
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return report
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# limitations under the License.
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""" seqeval metric. """
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from dataclasses import dataclass
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from typing import Union
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import datasets
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"""
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@dataclass
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class PosevalConfig(evaluate.info.Config):
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name: str = "default"
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zero_division: Union[str, int] = "warn"
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@evaluate.utils.file_utils.add_start_docstrings(_DESCRIPTION, _KWARGS_DESCRIPTION)
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class Poseval(evaluate.Metric):
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CONFIG_CLASS = PosevalConfig
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ALLOWED_CONFIG_NAMES = ["default"]
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def _info(self, config):
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return evaluate.MetricInfo(
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description=_DESCRIPTION,
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citation=_CITATION,
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homepage="https://scikit-learn.org",
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inputs_description=_KWARGS_DESCRIPTION,
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config=config,
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features=datasets.Features(
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{
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"predictions": datasets.Sequence(datasets.Value("string", id="label"), id="sequence"),
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self,
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predictions,
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references,
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):
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report = classification_report(
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y_true=[label for ref in references for label in ref],
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y_pred=[label for pred in predictions for label in pred],
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output_dict=True,
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zero_division=self.config.zero_division,
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)
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return report
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requirements.txt
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git+https://github.com/huggingface/evaluate@
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scikit-learn
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git+https://github.com/huggingface/evaluate@e4a2724377909fe2aeb4357e3971e5a569673b39
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scikit-learn
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