OpenMined

Repositories

• federated

  Forked from tensorflow/federated

  A framework for implementing federated learning
  Python Apache-2.0 286 2 0 0 Updated Jul 15, 2020

• PySyft

  A library for encrypted, privacy preserving machine learning

  python cryptography privacy deep-learning pytorch secure-computation syft
  Python Apache-2.0 1,336 5,898 121 (6 issues need help) 18 Updated Jul 15, 2020

• TenSEAL

  A library for doing homomorphic encryption operations on tensors

  python cryptography deep-learning tensor homomorphic-encryption
  C++ Apache-2.0 12 82 8 (2 issues need help) 2 Updated Jul 16, 2020

• SyferText

  A privacy preserving NLP framework

  python nlp natural-language-processing
  Python Apache-2.0 36 112 17 (4 issues need help) 12 Updated Jul 15, 2020

• PyVertical

  Privacy Preserving Vertically Distributed Learning

  psi private-set-intersection splitnn split-neural-network
  Python Apache-2.0 4 15 14 (5 issues need help) 1 Updated Jul 15, 2020

• syft-proto

  Defines types for all Serde encoding across languages

  javascript java swift syft
  JavaScript Apache-2.0 22 16 11 3 Updated Jul 15, 2020

• PSI

  Private Set Intersection Cardinality protocol based on ECDH and Bloom Filters

  javascript c golang cpp private-set-intersection
  C++ Apache-2.0 8 15 3 0 Updated Jul 15, 2020

• PyGrid

  A Peer-to-peer Platform for Secure, Privacy-preserving, Decentralized Data Science

  python peer-to-peer pygrid
  Python Apache-2.0 166 385 13 (2 issues need help) 5 Updated Jul 15, 2020

• PyDP

  A python wrapper for https://github.com/google/differential-privacy

  python cpp python-wrapper differential-privacy
  C++ Apache-2.0 33 107 29 (3 issues need help) 2 Updated Jul 15, 2020

• Roadmap

  This repository contains OpenMined's official development and community roadmap.

  roadmap
  22 98 2 1 Updated Jul 14, 2020

• Threepio

  A multi-language library for translating commands between PyTorch, TensorFlow, and TensorFlow.js

  tensorflow pytorch tensorflowjs
  Python Apache-2.0 7 20 32 (24 issues need help) 1 Updated Jul 14, 2020

• SwiftSyft

  The official Syft worker for iOS, built in Swift

  swift syft
  Swift Apache-2.0 6 21 54 (43 issues need help) 1 Updated Jul 14, 2020

• PyDPValidator

  Validation assets for core OpenMined libraries
  Jupyter Notebook MIT 0 3 0 0 Updated Jul 14, 2020

• PyZPK

  Python wrapper for open source Zero Proof Knowledge Library
  C++ Apache-2.0 2 10 11 (4 issues need help) 0 Updated Jul 14, 2020

• clojure-dp

  clojure jvm differential-privacy
  Clojure Apache-2.0 1 1 3 0 Updated Jul 14, 2020

• JavaDP

  Differential privacy implementation in the Java family of languages (Java, Kotlin, Scala etc...)

  java differential-privacy
  Apache-2.0 1 9 1 0 Updated Jul 14, 2020

• syft.js

  The official Syft worker for Web and Node, built in Javascript

  javascript privacy typescript deep-learning syft
  JavaScript Apache-2.0 51 97 33 (27 issues need help) 1 Updated Jul 14, 2020

• PyGridNode

  Server-based Grid Node used by the PyGrid platform

  python pygrid
  Python Apache-2.0 16 14 1 1 Updated Jul 13, 2020

• OM-Welcome-Package

  Everything you need to know to contribute to OpenMined!
  1 58 13 0 Updated Jul 13, 2020

• PIR

  Private Information Retrieval protocol

  cryptography crypto cpp bazel seal homomorphic-encryption private-information-retrieval
  C++ Apache-2.0 2 9 7 0 Updated Jul 13, 2020

• KotlinSyft

  The official Syft worker for secure on-device machine learning

  kotlin security deep-learning android-library syft federated-learning
  Kotlin Apache-2.0 14 25 83 (1 issue needs help) 2 Updated Jul 12, 2020

• PyDentity

  A repository for leveraging Self-Sovereign Identity in applications
  Jupyter Notebook 0 12 1 0 Updated Jul 11, 2020

• omui

  The OpenMined UI component system for usage in all our web applications and Framer prototyping
  TypeScript Apache-2.0 1 4 0 0 Updated Jul 9, 2020

• writing
  1 4 56 0 Updated Jul 7, 2020

• syft-proto-feedstock

  Forked from conda-forge/syft-proto-feedstock

  A conda-smithy repository for syft-proto.
  BSD-3-Clause 2 0 0 0 Updated Jul 7, 2020

• PyGridNetwork

  A network router used by the PyGrid platform.

  python pygrid
  Python Apache-2.0 6 12 3 1 Updated Jul 7, 2020

• grid-admin

  An admin user interface for managing a Grid node or load-balanced cluster

  javascript pygrid
  JavaScript 0 1 1 0 Updated Jul 5, 2020

• openmined-website

  The OpenMined website...

  javascript web
  JavaScript Apache-2.0 8 35 8 (1 issue needs help) 0 Updated Jun 25, 2020

• sgx-experiments

  Trusted execution experiments with Intel SGX

  python security intel pytorch secure graphene experiments
  Makefile Apache-2.0 1 5 0 0 Updated Jun 17, 2020

• learning-team-resources

  A list of resources dedicated to the OpenMined Learning Team
  1 1 0 0 Updated Jun 17, 2020