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securefederatedai/openfederatedlearning

openfederatedlearning

An Open Framework for Federated Learning.

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Builder

securefederatedai

securefederatedai

securefederatedai • individual

Stars

839

Using upstream star count

Forks

235

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Jan 12, 2021

Project creation date

README Summary

<div align="center"> <img src="https://github.com/securefederatedai/artwork/blob/main/PNG/OpenFL%20Logo%20-%20color.png?raw=true" width="70%"> </div>

Community Evaluation

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AI Dev Skills

Unmapped

Decentralized TrainingDifferential PrivacyDistributed Machine LearningFederated LearningModel AggregationPrivacy-Preserving MLSecure Multi-Party Computation

Tags

Decentralized TrainingDifferential PrivacyDistributed Machine LearningFederated LearningModel AggregationPrivacy-Preserving MLSecure Multi-Party ComputationEvalsFinTechForkedHealthcare AIMachine LearningNumPyPrivacyPrivacy-Preserving AIPyTorchPythonResearch / PapersTensorFlow

Taxonomy

AI Trends

Privacy-Preserving AIDecentralized AIEdge AICollaborative ML

category

Model TrainingEvals & BenchmarkingLearning ResourcesIndustry: HealthcareIndustry: FinTechSecurity & SafetyData Science & Analytics

Deployment Context

Edge/MobileOn-premiseMulti-cloudHybrid

Industries

HealthcareFinTechTelecommunicationsIoT

Modalities

TabularTextImage

Skill Areas

Federated LearningDistributed Machine LearningPrivacy-Preserving MLModel AggregationSecure Multi-Party ComputationDifferential PrivacyDecentralized Training

tag

EvalsFinTechForkedHealthcare AIMachine LearningNumPyPrivacyPrivacy-Preserving AIPyTorchPythonResearch / PapersTensorFlow

Use Cases

Cross-hospital medical research without patient data sharingFinancial fraud detection across institutionsMobile keyboard prediction trainingIoT sensor data analysisMulti-organizational AI model development

Recent Activity

Updated 3 months ago

7 Days

0

30 Days

0

90 Days

0

Quality

prototype
Quality
medium
Maturity
prototype

Categories

Evals & BenchmarkingPrimaryLearning ResourcesIndustry: HealthcareIndustry: FinTechSecurity & SafetyData Science & AnalyticsModel TrainingHealthcare & BiologyFinance & LegalSearch & KnowledgeOther AI / ML

PM Skills

Safety & AlignmentData & Evaluation

Languages

Python100.0%

Timeline

Project created
Jan 12, 2021
Forked
Mar 22, 2026
Your last push
3 months ago
Upstream last push
3 months ago
Tracked since
Feb 21, 2026

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