mstz commited on
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6db76e1
1 Parent(s): 809b7ad

Upload monks.py

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Files changed (1) hide show
  1. monks.py +1 -1
monks.py CHANGED
@@ -166,13 +166,13 @@ class Monk(datasets.GeneratorBasedBuilder):
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  def preprocess(self, data: pandas.DataFrame, config: str = "monks1") -> pandas.DataFrame:
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  print(data.head())
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  data.columns = _ORIGINAL_FEATURE_NAMES
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- print(data.head())
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  data.drop("ID", axis="columns", inplace=True)
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  data.drop("empty", axis="columns", inplace=True)
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  data.loc[:, "has_tie"] = data.has_tie.apply(bool)
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  data.loc[:, "is_smiling"] = data.is_smiling.apply(bool)
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  data.columns = _BASE_FEATURE_NAMES
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  for feature in _ENCODING_DICS:
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  print(feature)
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  print(data[feature].unique())
 
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  def preprocess(self, data: pandas.DataFrame, config: str = "monks1") -> pandas.DataFrame:
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  print(data.head())
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  data.columns = _ORIGINAL_FEATURE_NAMES
 
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  data.drop("ID", axis="columns", inplace=True)
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  data.drop("empty", axis="columns", inplace=True)
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  data.loc[:, "has_tie"] = data.has_tie.apply(bool)
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  data.loc[:, "is_smiling"] = data.is_smiling.apply(bool)
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  data.columns = _BASE_FEATURE_NAMES
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+ print(data.head())
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  for feature in _ENCODING_DICS:
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  print(feature)
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  print(data[feature].unique())