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data-maker/data/maker/__init__.py

85 lines
3.3 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
5 years ago
# labels = pd.get_dummies(df[column_id]).astype(np.float32).values
args['label'] = pd.get_dummies(df[column_id]).astype(np.float32).values
args['values'] = values
# handler = gan.Predict (context=context,label=labels,max_epochs=max_epochs,num_gpu=num_gpu,values=values,column=column,logs=logs)
handler = gan.Predict (**args)