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PySyft

A library for encrypted, privacy preserving machine learning
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What is PySyft?

It is a Python library for secure and private Deep Learning. PySyft decouples private data from model training, using Federated Learning, Differential Privacy, and Multi-Party Computation (MPC) within the main Deep Learning frameworks like PyTorch and TensorFlow.
PySyft is a tool in the Machine Learning Tools category of a tech stack.
PySyft is an open source tool with 9.6K GitHub stars and 2K GitHub forks. Here’s a link to PySyft's open source repository on GitHub

Who uses PySyft?

Companies

Developers
6 developers on StackShare have stated that they use PySyft.

PySyft Integrations

PySyft's Features

  • Secure and private Deep Learning
  • Decouples private data from model training

PySyft Alternatives & Comparisons

What are some alternatives to PySyft?
PyTorch
PyTorch is not a Python binding into a monolothic C++ framework. It is built to be deeply integrated into Python. You can use it naturally like you would use numpy / scipy / scikit-learn etc.
Postman
It is the only complete API development environment, used by nearly five million developers and more than 100,000 companies worldwide.
Postman
It is the only complete API development environment, used by nearly five million developers and more than 100,000 companies worldwide.
Stack Overflow
Stack Overflow is a question and answer site for professional and enthusiast programmers. It's built and run by you as part of the Stack Exchange network of Q&A sites. With your help, we're working together to build a library of detailed answers to every question about programming.
Google Maps
Create rich applications and stunning visualisations of your data, leveraging the comprehensiveness, accuracy, and usability of Google Maps and a modern web platform that scales as you grow.
See all alternatives

PySyft's Followers
24 developers follow PySyft to keep up with related blogs and decisions.