OpenMined

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96 repositories

intro-to-ppml-workshop
Public
Introduction to Privacy Preserving Machine Learning Live webinar
HTML
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Apache License 2.0
•0•0•0•0•Updated Nov 25, 2024Nov 25, 2024
syft
Public
Python
•4•9•1•9•Updated Nov 25, 2024Nov 25, 2024
model_aggregator
Public
Python
•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
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MIT License
•39•100•51•132•Updated Nov 25, 2024Nov 25, 2024
model_local_training
Public
Jupyter Notebook
•0•0•0•0•Updated Nov 25, 2024Nov 25, 2024
30DaysOfFLCode
Public
Official Repo for the 30DaysOfFLCode Challenge Initiative
Apache License 2.0
•39•47•0•3•Updated Nov 23, 2024Nov 23, 2024
fl_client
Public
Python
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Apache License 2.0
•1•0•0•1•Updated Nov 22, 2024Nov 22, 2024
fl_aggregator
Public
Python
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Apache License 2.0
•0•0•0•2•Updated Nov 22, 2024Nov 22, 2024
cpu_tracker_leader
Public
JavaScript
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MIT License
•0•0•0•0•Updated Nov 22, 2024Nov 22, 2024
cpu_tracker_member
Public
Python
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MIT License
•0•1•0•0•Updated Nov 22, 2024Nov 22, 2024
inbox
Public
Python
•0•1•0•0•Updated Nov 22, 2024Nov 22, 2024
pretrained_model_aggregator
Public
Python
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MIT License
•0•0•0•1•Updated Nov 22, 2024Nov 22, 2024
pretrained_model_local
Public
Jupyter Notebook
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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
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•9.5k•7•37•Updated Nov 18, 2024Nov 18, 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
fedreduce
Public
Federated Map-Reduce
Python
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MIT License
•0•0•0•0•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
•1•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•137•0•1•Updated Nov 8, 2024Nov 8, 2024
py_fast_rsync
Public
Python
•0•0•0•0•Updated Nov 5, 2024Nov 5, 2024
syft-heart-disease-tutorial
Public
Jupyter Notebook
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Apache License 2.0
•2•3•0•0•Updated Nov 4, 2024Nov 4, 2024
llm-training-data-eval
Public
Example code for the demonstration conducted in "Third-party evaluation to identify risks in LLMs’ training data".
Jupyter Notebook
•0•1•0•0•Updated Oct 31, 2024Oct 31, 2024
NetworkRegistry
Public
3•5•0•0•Updated Oct 24, 2024Oct 24, 2024
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
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Apache License 2.0
•77•276•18•10•Updated Oct 17, 2024Oct 17, 2024
design
Public
This is the main hub for those interested in design in the OpenMined community
ui-design animation data-visualization graphic-design ux-design user-research
Jupyter Notebook
•3•11•1•0•Updated Oct 8, 2024Oct 8, 2024
syft_stats
Public
0•1•0•0•Updated Oct 7, 2024Oct 7, 2024
example_project
Public
Python
•2•0•0•1•Updated Oct 7, 2024Oct 7, 2024