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34 lines
1007 B
YAML
34 lines
1007 B
YAML
table_structure:
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- name: col_a
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code_type: float
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args:
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code_len: 4 # number of tokens used to code the column
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base: 16 # the positional base number. ie. it uses 16 tokens for one digit
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fillall: False # whether to use full base number for each token or derive it from the data.
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hasnan: False # can it handles nan or not
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transform: yeo-johnson # can be ['yeo-johnson', 'quantile', 'robust'], check https://scikit-learn.org/stable/modules/classes.html#module-sklearn.preprocessing
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- name: col_b
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code_type: float
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args:
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code_len: 4
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base: 32
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fillall: True
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hasnan: True
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transform: quantile
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- name: col_c
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code_type: int
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args:
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code_len: 3
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base: 12
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fillall: True
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hasnan: True
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- name: col_d
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code_type: category
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args:
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code_len: 3
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base: 12
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fillall: True
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hasnan: True
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tokenizer_file: ??? # tabular tokneizer output file path
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table_csv_file: ??? # input table csv file
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