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Federated Learning with Substra

huggingface.co·AI & ML

Substra is a web-based application that allows users to experiment with federated learning workflows, enabling collaborative model training without sharing raw data. It is designed for machine learning researchers and organizations focused on privacy-preserving AI.

FreeWebEmbeddableCloud-managed
FFederated Learning with Substra preview
Visit huggingface.co↗

Overview

5 features

Federated Learning with Substra is an AI & ML project. It focuses on enabling experimentation with federated learning without sharing raw data between parties. Federated Learning with Substra is a B2B product aimed at machine learning researchers. Federated Learning with Substra is free to use. It runs on the web and embeddable surfaces.

owkin builds and maintains Federated Learning with Substra, and it first shipped in 2023. Among its 5 catalogued features are federated learning, experiment tracking, and model training.

Summary written by a language model from the project’s public pages.

  • ✓Federated learning
  • ✓Experiment tracking
  • ✓Model training
  • ✓Data privacy
  • ✓Workflow visualization
Tags
federated-learningprivacy-preservingml-experiments
AI capabilities
Structured
Inference: Cloud API

Built with & integrations

Hosting
AWS
AI providers
local_oss
Runs on
BrowserEmbeddableCloud-managed
Detected from
AWS
x-amz-cf-id header · x-amz-cf-pop header · via header
local_oss
huggingface in the HTML

Trust & compliance

Verified signals
✓HTTPS✓Free tier

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed10 Jul · 23:25 UTC
    owkin/substra verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about Federated Learning with Substra

What is Federated Learning with Substra?
Federated Learning with Substra focuses on enabling experimentation with federated learning without sharing raw data between parties. It is catalogued under AI & ML on PulseGate.
Who should use Federated Learning with Substra?
Federated Learning with Substra is a B2B product built for machine learning researchers.
Is Federated Learning with Substra free?
Yes — Federated Learning with Substra is free to use.
What platforms does Federated Learning with Substra run on?
Federated Learning with Substra runs on the web and embeddable surfaces.
Is Federated Learning with Substra still maintained?
Unverified. Federated Learning with Substra has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.
What are alternatives to Federated Learning with Substra?
Similar projects tracked by PulseGate include Cliprise, chi-ai, and AI DocuChat.Cliprisechi-aiAI DocuChat
Who makes Federated Learning with Substra?
Federated Learning with Substra is developed by owkin.
How long has Federated Learning with Substra been around?
Federated Learning with Substra first shipped in 2023.

At a glance

Platforms
Web
Languages
English
Built for
machine learning researchers
Model
B2B
Solves
Enabling experimentation with federated learning without sharing raw data between parties.

Registered as

Hugging Face Spaces
owkin/substra

Developer

owkin

Live coverage

Identity confidence
High · 93.8
Indexed
10 Jul 2026
Lifecycle
Unverified
Last seen
10 Jul 2026
Identity audit (12)
Slug
owkin-substra-huggingface-co
Verification state
Indexed for public listing
Listing state
Listed: yes
Index status
Included in index
Latest evidence snapshot
10 Jul 2026
Timeline basis
Indexed-at chronology. This listing's first-seen date was written by the catalog backfill, not observed here, so it is not treated as a sighting.
Name from
Derived from the project's own page and URL.
Category from
Assigned by a language model.
Summary from
Written by a language model from public pages.
Languages from
Detected by a language model from page content.
Last updated
5 Aug 2026
Canonical URL
https://huggingface.co/spaces/owkin/substra

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