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!
168 15 3874
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.
Language:Python275 21 6977
private-ai-resources
SOON TO BE DEPRECATED - Private machine learning progress
470 45 498
PyDP
The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy
Language:Python511 20 158139
PyGrid-deprecated---see-PySyft-
A Peer-to-peer Platform for Secure, Privacy-preserving, Decentralized Data Science
Language:Python615 61 313216
PySyft
Perform data science on data that remains in someone else's server
Language:Python9.6k 198 3.4k2k
PyVertical
Privacy Preserving Vertical Federated Learning
Language:Python216 13 5652
SyferText
A privacy preserving NLP framework
Language:Python198 22 7949
syft.js
The official Syft worker for Web and Node, built in Javascript
Language:JavaScript147 26 9655
TenSEAL
A library for doing homomorphic encryption operations on tensors
Language:C++857 20 256157

OpenMined's Repositories

OpenMined/PySyft
Perform data science on data that remains in someone else's server
Language:Python9.6k 198 3.4k2k
OpenMined/PSI
Private Set Intersection Cardinality protocol based on ECDH and Bloom Filters
Language:C++137 14 3136
OpenMined/SyMPC
A SMPC companion library for Syft
Language:Python101 6 15538
OpenMined/30DaysOfFLCode
Official Repo for the 30DaysOfFLCode Challenge Initiative
6253
OpenMined/syft
Language:Python9 7 56
OpenMined/syft-heart-disease-tutorial
Language:Jupyter Notebook63
OpenMined/NetworkRegistry
5 3 03
OpenMined/inbox
Language:Python31
OpenMined/llm-training-data-eval
Example code for the demonstration conducted in "Third-party evaluation to identify risks in LLMs’ training data".
Language:Jupyter Notebook2
OpenMined/cpu_tracker_leader
Language:JavaScript11
OpenMined/cpu_tracker_member
Language:Python12
OpenMined/fl_aggregator
Language:Python13
OpenMined/ftop
Federated Table of Processes
Language:JavaScript1
OpenMined/py_fast_rsync
Language:Python1
OpenMined/ring
Language:Python15
OpenMined/tutorial-apps
Language:Python11
OpenMined/basic_aggregator
Language:Python
OpenMined/DatasetLoader
Language:Python1
OpenMined/fedreduce
Federated Map-Reduce
Language:Python
OpenMined/fl_client
Language:Python5 02
OpenMined/github_app_updater
Language:Python1
OpenMined/intro-to-ppml-workshop
Introduction to Privacy Preserving Machine Learning Live webinar
Language:HTML
OpenMined/logged_in
Language:Python1
OpenMined/model_aggregator
Language:Python
OpenMined/model_local_training
Language:Jupyter Notebook1
OpenMined/NoSpoilerAPI
Language:Python
OpenMined/pretrained_model_aggregator
Language:Python1
OpenMined/pretrained_model_local
Language:Jupyter Notebook
OpenMined/syftbox-sdk
Language:Python
OpenMined/sync_status_indicators
Add sync status indicators to datasite files in OS-native file manager
Language:Python