FLamby
importeddata/flamby
Cross-silo Federated Learning playground in Python. Discover 7 real-world federated datasets to test your new FL strategies and try to beat the leaderboard.
Machine-generated from the listed sources and not yet reviewed by a human.
- Category
- Data & Standards
- Subcategory
- unknown
- License
- MIT(osi)
- Status
- active
- Maturity
- deployed
- Organization
- owkin
- Country
- unknown
- Homepage
- owkin.github.io/FLamby/
- Repository
- github.com/owkin/FLamby
- Documentation
- unknown
- Tags
- dataset · deep-learning · differential-privacy · federated-learning · healthcare · machine-learning · python
- Regulatory
- unknown
Top contributors by commit count, from the project’s public repository. Avatars are served by their origin, not stored here. To be removed from this list, open an issue.
Computed from shared tags, weighted so a rare tag counts for more than a common one. These are suggestions, not curated relationships.
- federated_hedifferential-privacy · federated-learning
Federated learning with homomorphic encryption enables multiple parties to securely co-train artificial intelligence models in pathology and radiology, reaching state-of-the-art performance with…
- DP_CXRdifferential-privacy
Building an AI model for chest X-ray under patient privacy guarantees
- blood-cell-detection-datasetdataset · healthcare
WBC & RBC detection dataset from peripheral blood smears. https://aslan.md/blood-cell-detection-dataset/
- dataset-uta7-dicomdataset · healthcare
[IJHCS] UTA7: a dataset with DICOM files of medical imaging provided by radiologists. The work was published in the International Journal of Human-Computer Studies.
- ePillID-benchmarkdataset · healthcare
ePillID Dataset: A Low-Shot Fine-Grained Benchmark for Pill Identification (CVPR 2020 VL3)
- fedbiomeddataset · healthcare
A collaborative learning framework for empowering biomedical research
- api.github.com/repos/owkin/FLambyretrieved 2026-08-05 · via github-api
Machine-imported from GitHub search. Last push 2026-07-07, 241 stars, license reported as MIT. Category and schematic were assigned by keyword heuristics and are unreviewed.
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