Datasets:
Update isolet.py
Browse files
isolet.py
CHANGED
@@ -65,6 +65,7 @@ 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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for row_id, row in data.iterrows():
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print(row_id)
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@@ -74,7 +75,5 @@ class Isolet(datasets.GeneratorBasedBuilder):
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yield row_id, data_row
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def preprocess(self, data: pandas.DataFrame, config: str = DEFAULT_CONFIG) -> pandas.DataFrame:
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print(data.shape)
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print(data.columns)
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data.columns = [str(i) for i in range(618)]
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return data.astype({"617": "int"})
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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(f"reading {filepath}/isolet1+2+3+4.data")
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for row_id, row in data.iterrows():
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print(row_id)
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yield row_id, data_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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return data.astype({"617": "int"})
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