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<p align="left"> | ||
<img width=15% src="https://dai.lids.mit.edu/wp-content/uploads/2018/06/Logo_DAI_highres.png" alt=“Copulas” /> | ||
<img width=15% src="https://dai.lids.mit.edu/wp-content/uploads/2018/06/Logo_DAI_highres.png" alt="DAI-Lab" /> | ||
<i>An open source project from Data to AI Lab at MIT.</i> | ||
</p> | ||
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[![PyPi Shield](https://img.shields.io/pypi/v/RDT.svg)](https://pypi.python.org/pypi/RDT) | ||
[![Travis CI Shield](https://travis-ci.org/HDI-Project/RDT.svg?branch=master)](https://travis-ci.org/HDI-Project/RDT) | ||
[![Coverage Status](https://codecov.io/gh/HDI-Project/RDT/branch/master/graph/badge.svg)](https://codecov.io/gh/HDI-Project/RDT) | ||
[![Travis CI Shield](https://travis-ci.org/sdv-dev/RDT.svg?branch=master)](https://travis-ci.org/sdv-dev/RDT) | ||
[![Coverage Status](https://codecov.io/gh/sdv-dev/RDT/branch/master/graph/badge.svg)](https://codecov.io/gh/sdv-dev/RDT) | ||
[![Downloads](https://pepy.tech/badge/rdt)](https://pepy.tech/project/rdt) | ||
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<h1>RDT: Reversible Data Transforms</h1> | ||
# RDT: Reversible Data Transforms | ||
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- License: MIT | ||
- Documentation: https://HDI-Project.github.io/RDT | ||
- Homepage: https://github.com/HDI-Project/RDT | ||
* License: [MIT](https://github.com/sdv-dev/RDT/blob/master/LICENSE) | ||
* Documentation: https://sdv-dev.github.io/RDT | ||
* Homepage: https://github.com/sdv-dev/RDT | ||
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# Overview | ||
## Overview | ||
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**RDT** is a Python library used to transform data for data science libraries and preserve | ||
the transformations in order to revert them as needed. | ||
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source by running `make install` on the `stable` branch: | ||
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```bash | ||
git clone [email protected]:HDI-Project/RDT.git | ||
git clone [email protected]:sdv-dev/RDT.git | ||
cd RDT | ||
git checkout stable | ||
make install | ||
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If you want to contribute to the project, a few more steps are required to make the project ready | ||
for development. | ||
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Please head to the [Contributing Guide](https://HDI-Project.github.io/RDT/contributing.html#get-started) | ||
Please head to the [Contributing Guide](https://sdv-dev.github.io/RDT/contributing.html#get-started) | ||
for more details about this process. | ||
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# Quickstart | ||
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For more details about **Reversible Data Transforms**, how to contribute to the project, and | ||
its complete API reference, please visit the [documentation site]( | ||
https://HDI-Project.github.io/RDT/). | ||
https://sdv-dev.github.io/RDT/). |
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__author__ = """MIT Data To AI Lab""" | ||
__email__ = '[email protected]' | ||
__version__ = '0.2.0' | ||
__version__ = '0.2.1.dev0' | ||
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import numpy as np | ||
import pandas as pd | ||
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