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## SyferText

SyferText is a library for privacy preserving Natural Language Processing in Python. It leverages PySyft to perform Federated Learning and Encrypted Computations (
[Multi-Party Computation (MPC)](https://en.wikipedia.org/wiki/Secure_multi-party_computation) on text data. The two main usage scenarios of SyferText are:
[Multi-Party Computation (MPC)](https://en.wikipedia.org/wiki/Secure_multi-party_computation) ) on text data. The two main usage scenarios of SyferText are:

- :fire: **Secure plaintext pre-processing:** Enables pre-processing of text located on a remote machine without breaking data privacy.
- :rocket: **Secure pipeline deploy:** Starting from version 0.1.0, SyferText will be able to bundle a complete pipeline composed of pre-processing components and trained PySyft models and to securely deploy it to PyGrid.
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