Datasets:
Update isolet.py
Browse files
isolet.py
CHANGED
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@@ -69,10 +69,8 @@ class Isolet(datasets.GeneratorBasedBuilder):
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for row_id, row in data.iterrows():
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data_row = dict(row)
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data_row["617"] = int(data_row["617"])
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print(row_id)
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yield row_id, data_row
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print("\n\n\n")
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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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@@ -81,7 +79,4 @@ class Isolet(datasets.GeneratorBasedBuilder):
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data.loc[:, "617"] = data["617"].apply(lambda x: int(x) - 1)
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data = data.astype({str(i): "float64" for i in range(617)})
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print(data.dtypes)
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print(sorted(data["617"].unique()))
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return data
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for row_id, row in data.iterrows():
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data_row = dict(row)
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data_row["617"] = int(data_row["617"])
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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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data.loc[:, "617"] = data["617"].apply(lambda x: int(x) - 1)
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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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