NVIDIA FLARE

Open source

Open source SDK for building and deploying federated learning workflows across distributed sites.

Pricing: free
License: open-source
Open source: Yes

Editorial review

NVIDIA FLARE has not yet been editorially reviewed. User reviews and published field data below are unaffected — we say so rather than implying an editorial verdict.

Facts & attributes

Every value carries its evidence state. “—” means unknown — never a silent default (P-02).

Identity · Taxonomy

Documentation(HTTPS URL): https://nvidia.github.io/NVFlare/Verified
Tags(open-source;cloud-native): federated learning, privacy-preserving AI, machine learning, SDKVerification pending

Platform · Deployment

Delivery model(SaaS;self-hosted;desktop;mobile;embedded;managed-cloud;appliance): self-hostedVerification pending

Pricing · Licensing

License model(proprietary;open-source;source-available;dual-license): open-sourceVerified
Pricing model(free;subscription;usage;seat;asset;transaction;revenue-share;perpetual;custom): freeVerification pending
Source repository(HTTPS URL): https://github.com/NVIDIA/NVFlareVerified
SPDX license IDs(Apache-2.0;MIT): Apache-2.0Verified

Features · Product · Fit

Core capabilities(authoring;automation;analytics): domain-agnostic federated learning SDK, privacy-preserving algorithms hiding model updates, FedAvg, FedOpt, and FedProx workflow paradigms, secure provisioning using SSL certifications, admin console orchestration, TensorBoard experiment monitoringVerification pending

Api · Integrations · Ecosystem

API available(true/false): trueVerification pending

Audience · Use · Case

Best for(Neutral editorial summary): Researchers and platform teams running privacy-preserving federated learning across organizationsVerification pending
Primary use cases(build;monitor;automate): adapting ML/DL workflows to federated learning, multi-party collaboration without data leaving each site, researching new federated and privacy-preserving algorithmsVerification pending
Skill level(beginner;intermediate;advanced;specialist): specialistVerification pending

Lifecycle · Versioning

Maintenance status(active;maintenance;deprecated;EOL;archived): activeVerification pending

Vendor · Maintainer

Headquarters country(US): United StatesVerified
Vendor type(commercial;foundation;community;government;consortium;individual): commercialVerification pending

User reviews

Review policy

No published reviews yet.