feat: Generic data processor #117
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November 8, 2021 17:29
fabclmnt
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| cat_cols (list of strings): | ||
| List of names of categorical columns | ||
| """ | ||
| def __init__(self, *, num_cols: List[str] = None, cat_cols: List[str] = None): |
jfsantos-ds
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* data_processor mvp * add more typings * one output missing typing * remove redundant fit_transform method * typecheck simplifications * add cols positional index support to DataProcessor * add base processor
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Adds a generic data processor to cover synthesizer examples.
This processor is integrated in the ydata synthetic examples to simplify the data processing pipelines.
The preprocessor can be passed to the synthesizers in order to enable the following behaviors:
Closes #113