Datasets:
Upload compas.py
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compas.py
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@@ -333,6 +333,11 @@ class Compas(datasets.GeneratorBasedBuilder):
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data.loc[:, feature] = data[feature].apply(encoding_function)
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return data[list(features_types_per_config[config].keys())]
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def encoding_dics(self):
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data = [pandas.DataFrame([(feature, original, encoded) for original, encoded in d.items()])
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data.loc[:, feature] = data[feature].apply(encoding_function)
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return data[list(features_types_per_config[config].keys())]
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def encode(self, feature, value):
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if feature in _ENCODING_DICS:
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return _ENCODING_DICS[feature][value]
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raise ValueError(f"Unknown feature: {feature}")
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def encoding_dics(self):
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data = [pandas.DataFrame([(feature, original, encoded) for original, encoded in d.items()])
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