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Runtime error
Runtime error
Update Space (evaluate main: e4a27243)
Browse files- requirements.txt +1 -1
- spearmanr.py +18 -3
requirements.txt
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@@ -1,2 +1,2 @@
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git+https://github.com/huggingface/evaluate@
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scipy
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git+https://github.com/huggingface/evaluate@e4a2724377909fe2aeb4357e3971e5a569673b39
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scipy
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spearmanr.py
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@@ -13,6 +13,8 @@
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# limitations under the License.
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"""Spearman correlation coefficient metric."""
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import datasets
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from scipy.stats import spearmanr
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@@ -96,13 +98,26 @@ _CITATION = r"""\
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"""
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@evaluate.utils.file_utils.add_start_docstrings(_DESCRIPTION, _KWARGS_DESCRIPTION)
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class Spearmanr(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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inputs_description=_KWARGS_DESCRIPTION,
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features=datasets.Features(
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{
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"predictions": datasets.Value("float"),
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@@ -112,9 +127,9 @@ class Spearmanr(evaluate.Metric):
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reference_urls=["https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.spearmanr.html"],
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)
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def _compute(self, predictions, references
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results = spearmanr(references, predictions)
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if return_pvalue:
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return {"spearmanr": results[0], "spearmanr_pvalue": results[1]}
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else:
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return {"spearmanr": results[0]}
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# limitations under the License.
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"""Spearman correlation coefficient metric."""
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from dataclasses import dataclass
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import datasets
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from scipy.stats import spearmanr
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"""
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@dataclass
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class SpearmanrConfig(evaluate.info.Config):
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name: str = "default"
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return_pvalue: bool = False
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@evaluate.utils.file_utils.add_start_docstrings(_DESCRIPTION, _KWARGS_DESCRIPTION)
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class Spearmanr(evaluate.Metric):
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CONFIG_CLASS = SpearmanrConfig
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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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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.Value("float"),
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reference_urls=["https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.spearmanr.html"],
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)
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def _compute(self, predictions, references):
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results = spearmanr(references, predictions)
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if self.config.return_pvalue:
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return {"spearmanr": results[0], "spearmanr_pvalue": results[1]}
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else:
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return {"spearmanr": results[0]}
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