Datasets:
Update isolet.py
Browse files
isolet.py
CHANGED
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@@ -65,8 +65,8 @@ class Isolet(datasets.GeneratorBasedBuilder):
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def _generate_examples(self, filepath: str):
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data = pandas.read_csv(filepath + "/isolet1+2+3+4.data", header=None).infer_objects()
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data = self.preprocess(data, config=self.config.name)
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print(
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for row_id, row in data.iterrows():
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data_row = dict(row)
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@@ -75,7 +75,7 @@ class Isolet(datasets.GeneratorBasedBuilder):
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def preprocess(self, data: pandas.DataFrame, config: str = DEFAULT_CONFIG) -> pandas.DataFrame:
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data.columns = [str(i) for i in range(618)]
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data.loc[:, "617"] = data["617"].apply(int)
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data = data.astype({"617": "int8"})
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data = data.astype({str(i): "float64" for i in range(617)})
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return data
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def _generate_examples(self, filepath: str):
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data = pandas.read_csv(filepath + "/isolet1+2+3+4.data", header=None).infer_objects()
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data = self.preprocess(data, config=self.config.name)
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print(data.dtypes)
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+
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for row_id, row in data.iterrows():
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data_row = dict(row)
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def preprocess(self, data: pandas.DataFrame, config: str = DEFAULT_CONFIG) -> pandas.DataFrame:
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data.columns = [str(i) for i in range(618)]
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data.loc[:, "617"] = data["617"].apply(int)
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data = data.astype({str(i): "float64" for i in range(617)})
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data = data.astype({"617": "int8"})
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return data
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