OpenMined
We're on a mission to align and incentivise all institutions to only serve the best interests of humanity.
Pinned Repositories
courses
A place where our community can discuss OpenMined Courses, including posting questions, sharing feedback, or providing comments for discussion!
PipelineDP
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.
private-ai-resources
SOON TO BE DEPRECATED - Private machine learning progress
PyDP
The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy
PyGrid-deprecated---see-PySyft-
A Peer-to-peer Platform for Secure, Privacy-preserving, Decentralized Data Science
PySyft
Perform data science on data that remains in someone else's server
PyVertical
Privacy Preserving Vertical Federated Learning
SyferText
A privacy preserving NLP framework
syft.js
The official Syft worker for Web and Node, built in Javascript
TenSEAL
A library for doing homomorphic encryption operations on tensors
OpenMined's Repositories
OpenMined/PySyft
Perform data science on data that remains in someone else's server
OpenMined/TenSEAL
A library for doing homomorphic encryption operations on tensors
OpenMined/PyGrid-deprecated---see-PySyft-
A Peer-to-peer Platform for Secure, Privacy-preserving, Decentralized Data Science
OpenMined/PyDP
The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy
OpenMined/PipelineDP
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.
OpenMined/PyVertical
Privacy Preserving Vertical Federated Learning
OpenMined/SyferText
A privacy preserving NLP framework
OpenMined/courses
A place where our community can discuss OpenMined Courses, including posting questions, sharing feedback, or providing comments for discussion!
OpenMined/syft.js
The official Syft worker for Web and Node, built in Javascript
OpenMined/PSI
Private Set Intersection Cardinality protocol based on ECDH and Bloom Filters
OpenMined/SyMPC
A SMPC companion library for Syft
OpenMined/sycret
Function Secret Sharing library for Python and Rust with hardware acceleration
OpenMined/covid-alert
A privacy-preserving app for comparing last-known locations of coronavirus patients
OpenMined/openmined-website
The OpenMined website...
OpenMined/openmined
OpenMined courses application
OpenMined/opus
OpenMined/datasets
OpenMined/pygrid-admin
The user interface for PyGrid!
OpenMined/aries-did.js
A repo for exploring the use of Hyperledger Aries to facilitate decentralised identity services.
OpenMined/writing
OpenMined/omui
The OpenMined UI component system for usage in all our web applications and Framer prototyping
OpenMined/design
This is the main hub for those interested in design in the OpenMined community
OpenMined/serverless-website-api
SOON TO BE DEPRECATED - A Github statistics fetcher, running on a cron job, with permanent storage to DynamoDB, for the OpenMined community.
OpenMined/privacy-conference
The website for our 2020 privacy conference
OpenMined/NetworkRegistry
OpenMined/paillier.js
A pure javascript implementation of paillier - runnable in browser, node, or react native
OpenMined/Hackathon-DSA
OpenMined/syft-enclave
OpenMined/mongomock
Small library for mocking pymongo collection objects for testing purposes
OpenMined/opengrid-demo