OpenMined/courses

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OpenMined/courses

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A place where our community can discuss OpenMined Courses, including posting questions, sharing feedback, or providing comments for discussion!

Courses Discussion

Welcome to the Courses Discussion board, where our community can post any questions, comments, or feedback they have about the experience on OpenMined Courses. Feel free to navigate over to the discussion to get started!

If you have technical issues with the website itself, or want to provide feedback or feature requests, please create an Issue here.

Course Resources

Notebooks, code, and other resources associated with our courses are kept on separate branches in the repo. Here's a list for easy access:

Foundations of Private Computation

Introduction to Remote Data Science

PySyft

Perform data science on data that remains in someone else's server

TenSEAL

A library for doing homomorphic encryption operations on tensors

PyGrid-deprecated---see-PySyft-

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

PyDP

The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy

private-ai-resources

SOON TO BE DEPRECATED - Private machine learning progress

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.

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

Roadmap

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

PSI

Private Set Intersection Cardinality protocol based on ECDH and Bloom Filters

SyMPC

A SMPC companion library for Syft

KotlinSyft

The official Syft worker for secure on-device machine learning

PyDentity

A repository for leveraging Self-Sovereign Identity in applications

Jupyter Notebook

PySyft-TensorFlow

SOON TO BE DEPRECATED - The TensorFlow bindings for PySyft

Threepio

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

sycret

Function Secret Sharing library for Python and Rust with hardware acceleration

SwiftSyft

The official Syft worker for iOS, built in Swift

openmined-website

The OpenMined website...

covid-alert

A privacy-preserving app for comparing last-known locations of coronavirus patients

PyFE

A library for running Functional Encryption on tensors

PIR

Private Information Retrieval protocol

PyZPK

Python wrapper for open source Zero Proof Knowledge Library

openmined

OpenMined courses application

opus

PyAriesFL

Federated Learning on HyperLedger Aries

syft-proto

Defines types for all Serde encoding across languages

datasets

Jupyter Notebook

pygrid-admin

The user interface for PyGrid!

JavaDP

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

aries-did.js

A repo for exploring the use of Hyperledger Aries to facilitate decentralised identity services.

syft_experimental

Deliberate experimental Rust implementation of Syft

SwiftDP

Swift wrapper for Google's Differential Privacy Project

writing

sgx-experiments

Trusted execution experiments with Intel SGX

omui

The OpenMined UI component system for usage in all our web applications and Framer prototyping

design

This is the main hub for those interested in design in the OpenMined community

Jupyter Notebook

CampX

Tensor Based Environment Framework for Training RL Agents - Pre Alpha

.github

All our community health files

design-assets

All OpenMined design assets

Bootcamps

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.

privacy-conference

The website for our 2020 privacy conference

PyDPValidator

Validation assets for core OpenMined libraries

Jupyter Notebook

X-PenTest

Repository for carrying out Pentesting on OM Infrastructure

NetworkRegistry

miner

A collection of web scraping technologies focused around making it easy for users to download their data.

paillier.js

A pure javascript implementation of paillier - runnable in browser, node, or react native

research

Hackathon-DSA

Jupyter Notebook

openmined-ghost-theme

SOON TO BE DEPRECATED - The theme for the OpenMined and Weekly Digs blogs.

GridMonitor

SOON TO BE DEPRECATED - A user interface for monitoring a network router for PyGrid Platform

daa.js

A javascript wrapper around https://github.com/xaptum/ecdaa

diffPrivR

R implementation of google's differential privacy library

syft-enclave

syft.cpp

SOON TO BE DEPRECATED - A library for encrypted, privacy preserving machine learning

OpenGridNodes

KotlinPSI

A Kotlin library for private set intersection

clojure-dp

trasterisk

kwarger is a Flake8 plugin which enforces named kwargs or trasterisks in your function arguments

SwiftPSI

A Swift library for private set intersection