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data-maker/data/maker/__init__.py

459 lines
18 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._df = _args['data'] if 'data' in _args else None
return [] #{'name':self._df.dtypes.index.tolist()[i],'type':self._df.dtypes.astype(str).tolist()[i]}for i in range(self._df.dtypes.shape[0])]
#
3 years ago
month = np.random.randint(1,13)
FORMAT = '%Y-%m-%d'
_type = np.int
_schema = self.get_schema()
2 years ago
np.random.seed(1)