You cannot select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
|
|
|
|
"""
|
|
|
|
|
(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])]
|
|
|
|
|
super().__init__(**_args)
|
|
|
|
|
# g.run()
|
|
|
|
|
|
|
|
|
|
_date = datetime(year=year,month=month,day=day,minute=0,hour=0,second=0)
|
|
|
|
|
if 'format' in self.info and name in self.info['format'] :
|
|
|
|
|
return _df
|
|
|
|
|
def __init__(self,**_args):
|
