Datasets:
Upload diamonds.py
Browse files- diamonds.py +3 -2
diamonds.py
CHANGED
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@@ -113,11 +113,12 @@ class Diamond(datasets.GeneratorBasedBuilder):
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data.loc[:, "color"] = data.color.astype(str)
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data.loc[:, "color"] = data.color.apply(lambda x: x[2])
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print(data.clarity.unique())
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data.loc[:, "clarity"] = data.clarity.apply(lambda x: x.replace("b", "").replace("'", ""))
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print(data.clarity.unique())
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encode_clarity = partial(self.encode, "clarity")
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data.loc[:, "clarity"] = data.clarity.apply(encode_clarity)
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data.columns = _BASE_FEATURE_NAMES
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data = data.drop_duplicates(subset=["carat", "color", "clarity", "depth", "table",
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data.loc[:, "color"] = data.color.astype(str)
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data.loc[:, "color"] = data.color.apply(lambda x: x[2])
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data.loc[:, "clarity"] = data.clarity.apply(lambda x: x.replace("b", "").replace("'", ""))
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encode_clarity = partial(self.encode, "clarity")
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data.loc[:, "clarity"] = data.clarity.apply(encode_clarity)
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encode_cut = partial(self.encode, "cut")
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data.loc[:, "cut"] = data.cut.apply(encode_cut)
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data.columns = _BASE_FEATURE_NAMES
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data = data.drop_duplicates(subset=["carat", "color", "clarity", "depth", "table",
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