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flwrlabs/flower

flower

Flower: A Friendly Federated AI Framework

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Builder

flwrlabs

flwrlabs

flwrlabs • individual

Stars

6,920

Using upstream star count

Forks

1,197

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Feb 17, 2020

Project creation date

README Summary

<p align="center"> <a href="https://flower.ai/"> <img src="https://flower.ai/static/images/icon/icon.png" width="140px" alt="Flower Website" /> </a> </p> <p align="center"> <a href="https://flower.ai/">Website</a> | <a href="https://flower.ai/blog">Blog</a> | <a href="https://flower.ai/docs/">Docs</a> | <a href="https://flower.ai/events/flower-ai-summit-2026">Summit</a> | <a href="https://flower.ai/join-slack">Slack</a> <br /><br /> </p>

Community Evaluation

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AI Dev Skills

Unmapped

Client-Server ArchitectureCross-Device LearningDecentralized TrainingDeep LearningDifferential PrivacyDistributed Machine LearningFederated LearningModel AggregationPrivacy-Preserving AISecure Aggregation

Tags

Client-Server ArchitectureCross-Device LearningDecentralized TrainingDeep LearningDifferential PrivacyDistributed Machine LearningFederated LearningModel AggregationPrivacy-Preserving AISecure AggregationCurated ListData ScienceDockerFine-TuningForkedHuggingFaceKerasLarge Language ModelsMachine LearningMobileNumPyOpenAIPandasPrivacyPyTorchResearch / PapersScikit-learnSecuritySpeech to TextTensorFlowTransformersTutorial

Taxonomy

AI Trends

Privacy-Preserving AIOn-device AIDistributed AIAI SafetyEdge ComputingCollaborative AI

category

Foundation ModelsModel TrainingGenerative MediaMLOps & InfrastructureDev Tools & AutomationLearning ResourcesSecurity & SafetyData Science & Analytics

Deployment Context

Edge/MobileOn-premiseCloud APISelf-hostedHybrid Cloud

Industries

HealthcareFinTechTelecommunicationsAutomotiveIoTMobile Computing

Modalities

TextImageTabularTime SeriesMultimodal

Skill Areas

Federated LearningDistributed Machine LearningPrivacy-Preserving AIDeep LearningCross-Device LearningDifferential PrivacySecure AggregationClient-Server ArchitectureModel AggregationDecentralized Training

tag

Curated ListData ScienceDockerFine-TuningForkedHuggingFaceKerasLarge Language ModelsMachine LearningMobileNumPyOpenAIPandasPrivacyPrivacy-Preserving AIPyTorchResearch / PapersScikit-learnSecuritySpeech to TextTensorFlowTransformersTutorial

Use Cases

Cross-Silo Federated LearningCross-Device Mobile AIPrivacy-Preserving Healthcare AnalyticsDistributed IoT Model TrainingMulti-Party Financial Risk ModelingEdge Device Collaborative Learning

Recent Activity

Updated 2 months ago

7 Days

0

30 Days

0

90 Days

20

feat(framework): Extend FAB exclude patterns (#6804)

Chong Shen Ng • Mar 20, 2026

130d639

refactor(framework:skip): Remove unused LinkState get_pending_run_id (#6802)

Heng Pan • Mar 20, 2026

b05be42

ci(framework): Bump minimum typer version to `0.13.0` (#6801)

Heng Pan • Mar 20, 2026

2f7af96

Quality

production
Quality
high
Maturity
production

Categories

MLOps & InfrastructurePrimaryDev Tools & AutomationLearning ResourcesSecurity & SafetyData Science & AnalyticsFoundation ModelsModel TrainingGenerative MediaEdge & Mobile AISearch & KnowledgeOther AI / ML

PM Skills

Safety & AlignmentUser ExperienceScale & ReliabilityData & Evaluation

Languages

Python100.0%

Timeline

Project created
Feb 17, 2020
Forked
Mar 22, 2026
Your last push
2 months ago
Upstream last push
16 days ago
Tracked since
Mar 20, 2026

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