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data-maker/data/maker/__init__.py

308 lines
12 KiB
Python

"""
(c) 2019 Data Maker, hiplab.mc.vanderbilt.edu
version 1.0.0
This package serves as a proxy to the overall usage of the framework.
This package is designed to generate synthetic data from a dataset from an original dataset using deep learning techniques
@TODO:
- Make configurable GPU, EPOCHS
"""
import pandas as pd
import numpy as np
self.name = self.__class__.__name__
3 years ago
_log = {'action':'data-prep','input':{'rows':self._df.shape[0],'cols':self._df.shape[1]} }
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# g.run()
end = datetime.now().strftime('%Y-%m-%d %H:%M:%S')
offset = _args['offset'] if 'offset' in _args else 0