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Add method to generate a multi table synthesizer #149

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katxiao opened this issue Oct 26, 2022 · 0 comments · Fixed by #156
Closed

Add method to generate a multi table synthesizer #149

katxiao opened this issue Oct 26, 2022 · 0 comments · Fixed by #156
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feature request Request for a new feature
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@katxiao
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katxiao commented Oct 26, 2022

Problem Description

Add a method to generate a custom synthesizer for multi table datasets. This method takes in a function that creates synthetic data.

Expected behavior

from sdgym import create_multi_table_synthesizer

def generate(data, metadata):
  # custom ML logic for the data and metadata
  # custom logic for creating synthetic data
  return synthetic_data

MySynthesizer = create_multi_table_synthesizer(
  generate_fn=generate
)
@katxiao katxiao added the feature request Request for a new feature label Oct 26, 2022
@katxiao katxiao added this to the 0.6.0 milestone Feb 1, 2023
@katxiao katxiao self-assigned this Feb 1, 2023
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