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data-maker/data/maker/__init__.py

519 lines
20 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
}
else:
self.network_args = _args['network_args']
self._encoder = None
self._map = None
self._df = _args['data'] if 'data' in _args else None
if hasattr(self,'logger') :
#
2 years ago
_info = self._queue.get()
beg = datetime.now() #.strftime('%Y-%m-%d %H:%M:%S')
self.log(**{'action':'init-map','input':{'filename':filename,'exists':os.path.exists(filename)}})
_columns = self.info['approximate']
3 years ago
def format(self,_df,_schema):
# _df[name] = _df[name].astype(str)
_store = None