Datasets:
Upload german.py
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german.py
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@@ -237,7 +237,21 @@ class German(datasets.GeneratorBasedBuilder):
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data = data[_BASE_FEATURE_NAMES]
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return data
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def encode_loan_purpose(self, code):
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return {
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"A40": "new car",
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data = data[_BASE_FEATURE_NAMES]
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return data
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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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for feature, d in _ENCODING_DICS.items()]
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data = pandas.concat(data, axis="rows").reset_index()
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data.drop("index", axis="columns", inplace=True)
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data.columns = ["feature", "original_value", "encoded_value"]
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return data
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def encode_loan_purpose(self, code):
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return {
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"A40": "new car",
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