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update readme with logo
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cosmicBboy committed Oct 10, 2017
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16 changes: 9 additions & 7 deletions README.md
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[![Build Status](https://travis-ci.org/cosmicBboy/themis-ml.svg?branch=master)](https://travis-ci.org/cosmicBboy/themis-ml)
[![Documentation Status](https://readthedocs.org/projects/themis-ml/badge/?version=latest)](http://themis-ml.readthedocs.io/en/latest/?badge=latest)

<img src="static/themis-ml-logo.svg" width="100" height="100">

`themis-ml` is a Python library built on top of `pandas` and `sklearn`that
implements fairness-aware machine learning algorithms.

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`themis-ml` also provides utility functions for loading freely available
datasets from a variety of sources.

- [X] German Credit Dataset [(source)][german-credit]
- [ ] Taiwan Credit Default Dataset [(source)][taiwan-credit]
- [ ] Australian Credit Approval Dataset [(source)][australian-credit]
- [ ] Adult Census Dataset [(source)][adult-census]
- [ ] Census Income Dataset [(source)][census-income]
- [ ] Communities and Crime Dataset [(source)][communities-crime]
- [ ] Disabled Residents Expenditure Dataset [(source)][disabled-expenditure]
- [X] German Credit [(source)][german-credit]
- [X] Census Income [(source)][census-income]
- [ ] Taiwan Credit Default [(source)][taiwan-credit]
- [ ] Australian Credit Approval [(source)][australian-credit]
- [ ] Adult Census [(source)][adult-census]
- [ ] Communities and Crime [(source)][communities-crime]
- [ ] Disabled Residents Expenditure [(source)][disabled-expenditure]

# Installation

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