Datasets:
Upload bank.py
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bank.py
CHANGED
@@ -114,13 +114,10 @@ class Bank(datasets.GeneratorBasedBuilder):
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def _generate_examples(self, filepath: str):
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if self.config.name == "encoding":
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data = pandas.read_csv(filepath, sep=";")
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data = self.preprocess(data, config=self.config.name)
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for row_id, row in data.iterrows():
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data_row = dict(row)
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@@ -159,9 +156,7 @@ class Bank(datasets.GeneratorBasedBuilder):
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default_data = [("default", default, code) for default, code in yes_no_dic.items()]
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data = pandas.DataFrame(education_data + loan_data + housing_data + default_data,
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columns=["feature", "original_value", "encoded_value"])
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print(data)
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return data
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def encode_education(self, education):
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def _generate_examples(self, filepath: str):
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if self.config.name == "encoding":
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data = self.encoding_dictionaries()
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else:
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data = pandas.read_csv(filepath, sep=";")
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data = self.preprocess(data, config=self.config.name)
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for row_id, row in data.iterrows():
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data_row = dict(row)
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default_data = [("default", default, code) for default, code in yes_no_dic.items()]
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data = pandas.DataFrame(education_data + loan_data + housing_data + default_data,
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columns=["feature", "original_value", "encoded_value"])
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return data
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def encode_education(self, education):
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