Datasets:
Upload isolet.py
Browse files
isolet.py
CHANGED
@@ -30,7 +30,7 @@ features_types_per_config = {
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str(i): datasets.Value("float64") for i in range(617)
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}
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}
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features_types_per_config["isolet"]["
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features_per_config = {k: datasets.Features(features_types_per_config[k]) for k in features_types_per_config}
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@@ -73,4 +73,4 @@ 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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return data.astype({"
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str(i): datasets.Value("float64") for i in range(617)
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}
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}
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features_types_per_config["isolet"]["617"] = datasets.ClassLabel(num_classes=26)
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features_per_config = {k: datasets.Features(features_types_per_config[k]) for k in features_types_per_config}
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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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