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README.md

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# TensorFlow ManOpt
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[![PyPI version](https://img.shields.io/pypi/v/tensorflow-manopt.svg)](https://pypi.org/project/tensorflow-manopt/)
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[![DOI](https://zenodo.org/badge/298014876.svg)](https://zenodo.org/badge/latestdoi/298014876)
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[![Build Status](https://travis-ci.org/master/tensorflow-manopt.svg?branch=master)](https://travis-ci.org/master/tensorflow-manopt)
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[![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/python/black)
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[![License](https://img.shields.io/:license-mit-blue.svg)](https://badges.mit-license.org)
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- [Hyperbolic Neural Network](examples/hyperbolic_nn/) - Ganea, Octavian, Gary Bécigneul, and Thomas Hofmann. "Hyperbolic neural networks." Advances in neural information processing systems. 2018.
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- [Poincaré GloVe](examples/poincare_glove/) - Tifrea, Alexandru, Gary Becigneul, and Octavian-Eugen Ganea. "Poincaré Glove: Hyperbolic Word Embeddings." International Conference on Learning Representations. 2018.
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## References
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If you find TensorFlow ManOpt useful in your research, please cite:
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```
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@software{tfmanopt2020smirnov,
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author = {Oleg Smirnov},
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title = {{TensorFlow ManOpt: a library for manifold-constrained optimization in TensorFlow}},
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month = oct,
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year = 2020,
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publisher = {Zenodo},
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version = {v0.1.0},
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doi = {10.5281/zenodo.4094937},
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url = {https://doi.org/10.5281/zenodo.4094937}
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}
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```
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## Acknowledgment
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TensorFlow ManOpt was inspired by many similar projects:

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