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OpenMined

7 indexed repositories · View on GitHub

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

Python · 10032 stars
TenSEAL
A library for doing homomorphic encryption operations on tensors

C++ · 1039 stars
courses
A place where our community can discuss OpenMined Courses, including posting questions, sharing feedback, or providing comments for discu...

169 stars
courses-app
OpenMined courses application

TypeScript · 27 stars
syft-flwr
Easy Setup, File-based, Offline Capable Federated Learning and Computations

Python · 23 stars
syft-space

Python · 9 stars
syfthub

Python · 7 stars

Beginner friendly Everything

Open All

syft-enclave: attestation token is a de-facto bearer credential — never refreshed, ~30-day expiry grace, freshness-nonce slot never checked Open

Enclave pkg:syft-enclave

Difficulty 4/5 3-5 days Newbie friendliness 55/100

OpenMined/PySyft#9489 · 1 comment · Opened Aug 23, 2026
Unable to access the Certificate Open

Type: Question :grey_question:

Difficulty 4/5 3-5 days Newbie friendliness 25/100

OpenMined/courses-app#236 · Opened Aug 20, 2026
Unable to sign in or sign up Open

Type: Bug :bug:

Difficulty 4/5 3-5 days Newbie friendliness 35/100

OpenMined/courses#460 · Opened Jun 11, 2026
CKKS depth-2 (w·x+b)² circuit: adversarial search finds max-error ~2e-3 (5/5 seeds) Open

Difficulty 4/5 3-5 days Newbie friendliness 42/100

OpenMined/TenSEAL#518 · Opened Apr 27, 2026
Design Use SyftHub in WhatsApp and other messaging apps for SyftHub Platform Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

OpenMined/syfthub#104 · Opened Feb 2, 2026
Enable Import users trust network from third-party platforms for SyftHub Platform Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

OpenMined/syfthub#103 · Opened Feb 2, 2026
Build Replace ngrok with in-house solution for Syft Space Platform Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

OpenMined/syft-space#77 · Opened Feb 2, 2026
Build Alternative communication protocols (beyond HTTP/ngrok) for Syft Space Platform Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

OpenMined/syft-space#76 · Opened Feb 2, 2026
Support Multi-hub publishing & deletion management for Syft Space Platform Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

OpenMined/syft-space#75 · Opened Feb 2, 2026
Build Support for video content for Syft Space Platform Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

OpenMined/syft-space#74 · Opened Feb 2, 2026
Build Support for image content for Syft Space Platform Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

OpenMined/syft-space#73 · Opened Feb 2, 2026
Build Support for audio content for Syft Space Platform Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

OpenMined/syft-space#72 · Opened Feb 2, 2026
Develop Aggregation in secure enclave for SyftHub Platform Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

OpenMined/syfthub#101 · Opened Feb 2, 2026
Implement Logout locally for Syft Space Platform Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

OpenMined/syft-space#71 · Opened Feb 2, 2026
Build Push to custom hubs (staging) for Syft Space Platform Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

OpenMined/syft-space#70 · Opened Feb 2, 2026
Build Data loaders solution for Syft Space Platform Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

OpenMined/syft-space#69 · Opened Feb 2, 2026
Design Mobile Syft Space with local linking for Syft Space Platform Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

OpenMined/syft-space#68 · Opened Feb 2, 2026
Create Local testing for endpoints for Syft Space Platform Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

OpenMined/syft-space#67 · Opened Feb 2, 2026
Create SDK integration for federated RAG for SyftHub Platform Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

OpenMined/syfthub#99 · 1 comment · Opened Feb 2, 2026
Create Voting model library in SDK for SyftHub Platform Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

OpenMined/syfthub#98 · 1 comment · Opened Feb 2, 2026
Create Claude Skill for Syft Space Platform Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

OpenMined/syft-space#66 · 1 comment · Opened Feb 2, 2026
Create CLI Client for Syft Space Platform Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

OpenMined/syft-space#65 · Opened Feb 2, 2026
Add Email notifications for Syft Space Platform Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

OpenMined/syft-space#64 · Opened Feb 2, 2026
Add Local notifications for Syft Space Platform Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

OpenMined/syft-space#63 · Opened Feb 2, 2026
Create Automatic approve/deny using LLM for Syft Space Platform Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

OpenMined/syft-space#62 · Opened Feb 2, 2026
Create LLM filtering (post-processing) for Syft Space Platform Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

OpenMined/syft-space#60 · Opened Feb 2, 2026
Enable Payments redistribution for Syft Space Platform Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

OpenMined/syft-space#59 · Opened Feb 2, 2026
Enable Collective representation in UI for SyftHub Platform Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

OpenMined/syfthub#95 · Opened Feb 2, 2026
Enable Unified routing for Syft Space Platform Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

OpenMined/syft-space#58 · Opened Feb 2, 2026
Enable Collective members vetting for Syft Space Platform Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

OpenMined/syft-space#57 · Opened Feb 2, 2026
Enable Collective policies inheritance for Syft Space Platform Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

OpenMined/syft-space#56 · Opened Feb 2, 2026
Enable Collective multi-tenant architecture for Syft Space Platform Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

OpenMined/syft-space#55 · Opened Feb 2, 2026
Enable Collective Space (Desktop/Docker app) for Syft Space Platform Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

OpenMined/syft-space#54 · Opened Feb 2, 2026
Build Per-token pricing policy for Syft Space Platform Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

OpenMined/syft-space#53 · Opened Feb 2, 2026
Per-endpoint analytics for Syft Space Platform Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

OpenMined/syft-space#52 · Opened Feb 2, 2026
Implement Forgot Password Flow for Syft Space Platform Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

OpenMined/syft-space#51 · Opened Feb 2, 2026
Build Support for tabular or graph data for Syft Space Platform Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

OpenMined/syft-space#50 · Opened Feb 2, 2026
Build Bring your own custom vector db for Syft Space Platform Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

OpenMined/syft-space#49 · Opened Feb 2, 2026
Build Add Anthropic SDK + expand OpenRouter/ChatGPT list for Syft Space Platform Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

OpenMined/syft-space#48 · Opened Feb 2, 2026
Streaming responses for Syft Space Platform Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

OpenMined/syft-space#46 · Opened Feb 2, 2026
Design Better Recent Sources for SyftHub Platform Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

OpenMined/syfthub#88 · 1 comment · Opened Feb 2, 2026
Improve Improve build tab with "who is this for" for SyftHub Platform Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

OpenMined/syfthub#86 · 1 comment · Opened Feb 2, 2026
Fix Docker image access root (docs) for Syft Space Platform Open

OpenMined/syft-space#42 · 1 assignee · Opened Feb 2, 2026
Fix File Names with Spaces Bug Open

Difficulty 3/5 1-2 days Newbie friendliness 45/100

OpenMined/syft-space#41 · Opened Feb 2, 2026
Desktop App for Syft Space Open

OpenMined/syft-space#40 · 1 assignee · Opened Feb 2, 2026
Gaps in testing (local Python --> local GDrive --> Colab) Open

Type: Testing :test_tube:

Difficulty 3/5 1-2 days Newbie friendliness 38/100

OpenMined/PySyft#9411 · 1 comment · Opened Jan 15, 2026
Bug when using in_memory_cache Open

Type: Bug :bug:

OpenMined/PySyft#9410 · 4 comments · 1 assignee · Opened Jan 12, 2026
Syft client log in is slow Open

Type: Improvement :chart_with_upwards_trend:

Difficulty 4/5 3-5 days Newbie friendliness 35/100

OpenMined/PySyft#9409 · 1 comment · Opened Nov 24, 2025
TenSEAL CKKS Rotation Open

Type: Question :grey_question:

Difficulty 4/5 3-5 days Newbie friendliness 30/100

OpenMined/TenSEAL#515 · Opened Sep 19, 2025
Fix bug Open

Type: Bug :bug:

Difficulty 3/5 1-2 days Newbie friendliness 35/100

OpenMined/syft-flwr#86 · 1 comment · Opened Jul 15, 2025

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