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101 repositories

PySyft
Public
Perform data science on data that remains in someone else's server
python cryptography privacy deep-learning pytorch hacktoberfest secure-computation syft federated-learning
Python
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Apache License 2.0
•2k•9.6k•8•41•Updated Feb 23, 2025Feb 23, 2025
syft
Public
Python
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Apache License 2.0
•7•11•3•11•Updated Feb 21, 2025Feb 21, 2025
TenSEAL
Public
A library for doing homomorphic encryption operations on tensors
python cryptography deep-learning cpp tensor homomorphic-encryption hacktoberfest encryption docker-image microsoft-seal
C++
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Apache License 2.0
•159•883•126•4•Updated Feb 19, 2025Feb 19, 2025
syft-extras
Public
SyftBox Experimental
Python
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MIT License
•1•2•0•0•Updated Feb 19, 2025Feb 19, 2025
fl_client
Public
Python
•
Apache License 2.0
•3•0•0•1•Updated Jan 29, 2025Jan 29, 2025
cpu_tracker_member
Public
Python
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MIT License
•2•1•0•0•Updated Jan 29, 2025Jan 29, 2025
inbox
Public
Python
•1•3•0•0•Updated Jan 29, 2025Jan 29, 2025
fl_aggregator
Public
Python
•
Apache License 2.0
•4•1•0•2•Updated Jan 29, 2025Jan 29, 2025
PipelineDP
Public
PipelineDP is a Python framework for applying differentially private aggregations to large datasets using batch processing systems such as Apache Spark, Apache Beam, and more.
Python
•
Apache License 2.0
•78•274•18•11•Updated Jan 22, 2025Jan 22, 2025
30DaysOfFLCode
Public
Official Repo for the 30DaysOfFLCode Challenge Initiative
Apache License 2.0
•57•69•0•2•Updated Dec 20, 2024Dec 20, 2024
sync_status_indicators
Public
Add sync status indicators to datasite files in OS-native file manager
Python
•0•0•0•0•Updated Dec 20, 2024Dec 20, 2024
NoSpoilerAPI
Public
Python
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MIT License
•0•0•0•0•Updated Dec 13, 2024Dec 13, 2024
syftbox-sdk
Public
Python
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MIT License
•0•0•0•0•Updated Dec 13, 2024Dec 13, 2024
DatasetLoader
Public
Python
•
MIT License
•1•0•0•1•Updated Dec 6, 2024Dec 6, 2024
syft-heart-disease-tutorial
Public
Jupyter Notebook
•
Apache License 2.0
•3•6•0•0•Updated Dec 5, 2024Dec 5, 2024
fedreduce
Public
Federated Map-Reduce
Python
•
MIT License
•0•0•0•0•Updated Dec 2, 2024Dec 2, 2024
pretrained_model_aggregator
Public
Python
•
MIT License
•1•1•0•1•Updated Nov 28, 2024Nov 28, 2024
model_aggregator
Public
Python
•0•0•0•0•Updated Nov 26, 2024Nov 26, 2024
model_local_training
Public
Jupyter Notebook
•1•0•0•0•Updated Nov 26, 2024Nov 26, 2024
intro-to-ppml-workshop
Public
Introduction to Privacy Preserving Machine Learning Live webinar
HTML
•
Apache License 2.0
•0•0•0•0•Updated Nov 25, 2024Nov 25, 2024
SyMPC
Public
A SMPC companion library for Syft
python machine-learning cryptography privacy torch mpc
Python
•
MIT License
•38•102•51•132•Updated Nov 25, 2024Nov 25, 2024
cpu_tracker_leader
Public
JavaScript
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MIT License
•1•1•0•0•Updated Nov 22, 2024Nov 22, 2024
pretrained_model_local
Public
Jupyter Notebook
•
MIT License
•0•0•0•0•Updated Nov 21, 2024Nov 21, 2024
basic_aggregator
Public
Python
•0•0•0•0•Updated Nov 20, 2024Nov 20, 2024
logged_in
Public
Python
•1•0•0•0•Updated Nov 19, 2024Nov 19, 2024
tutorial-apps
Public
Python
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MIT License
•1•1•0•0•Updated Nov 15, 2024Nov 15, 2024
ring
Public
Python
•5•1•1•3•Updated Nov 14, 2024Nov 14, 2024
ftop
Public
Federated Table of Processes
JavaScript
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MIT License
•0•1•0•0•Updated Nov 12, 2024Nov 12, 2024
github_app_updater
Public
Python
•0•0•0•0•Updated Nov 11, 2024Nov 11, 2024
PSI
Public
Private Set Intersection Cardinality protocol based on ECDH and Bloom Filters
c golang cpp private-set-intersection javascript
C++
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Apache License 2.0
•36•138•0•1•Updated Nov 8, 2024Nov 8, 2024