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Edit readme (#205)

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ninamiolane authored and johmathe committed Dec 29, 2018
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Computations and statistics on manifolds with geometric structures.

- [Geomstats paper](https://arxiv.org/abs/1805.08308) on arxiv.
- For more in-detph examples, see the [examples repository](https://github.com/geomstats/examples/).
- For more in-depth applications of ``geomstats``, see the [applications repository](https://github.com/geomstats/applications/).

<img src="https://raw.githubusercontent.com/ninamiolane/geomstats/master/examples/imgs/gradient_descent.gif" width=384 height=384><img src="https://raw.githubusercontent.com/ninamiolane/geomstats/master/examples/imgs/h2_grid.png" width=200 height=200>

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