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# ABSyn: An Accurate Differentially Private Data Synthesis Scheme with Adaptive Selection and Batch Processes
# ABSyn: 具有自适应选择和批处理功能的差分隐私数据合成方案
## 介绍
ABSyn 是一种差分隐私数据合成方案,它以表格数据集为输入,并输出相同格式的合成数据集。
## Install ABSyn
## 安装 ABSyn
The code can be executed in Python 3.6.9.
该代码可以在Python 3.6.9中执行。
The dependencies of this project can be installed with pip as follows:
这个项目的依赖项可以用pip安装如下:
$ pip install -r requirements.txt
Additionally, you have to add the src folder to the PYTHONPATH. If you are using Ubuntu, add the following line to your .bashrc file:
此外您必须将src文件夹添加到PYTHONPATH。如果您使用的是Ubuntu系统在你的.bashrc文件中添加以下一行:
PYTHONPATH=$PYTHONPATH:/path/to/ABSyn/src
Once this is done, test the scheme by the following code:
完成后,使用以下代码测试该方案:
$ python ABSyn.py
$ python ABSyn.py
项目的测试数据集存储在datasets文件夹下
合成数据集将在ABSyn.py所在的目录下生成