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Search results for dataset federated learning
dataset
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federated-learning
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11 search results found
Medmnist
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903
[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification
Complete Life Cycle Of A Data Science Project
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499
Complete-Life-Cycle-of-a-Data-Science-Project
Fedscale
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347
FedScale is a scalable and extensible open-source federated learning (FL) platform.
Fedjax
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240
FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.
Flamby
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177
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.
Fair_flearn
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121
Fair Resource Allocation in Federated Learning (ICLR '20)
Federatedandroidtrainer
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117
See new version https://github.com/mccorby/PhotoLabeller
Fedreid
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84
Implementation of Federated Learning to Person Re-identification (Code for ACMMM 2020 paper)
Pyvertical
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52
Privacy Preserving Vertical Federated Learning
Federated_pca
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27
Federated Principal Component Analysis Revisited!
Privacy Preserving Bandits
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14
Privacy-Preserving Bandits (MLSys'20)
Dataset_grouper
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12
Federated Xgboost
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11
Federated Learning on XGBoost
Fedmax
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9
Source code for ECML-PKDD (2020) paper: FedMAX: Mitigating Activation Divergence for Accurate and Communication-Efficient Federated Learning
Federated Benchmark
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7
A Benchmark of Real-world Image Dataset for Federated Learning
Ssfod
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7
[Official] NeurIPS 2023, "Navigating Data Heterogeneity in Federated Learning: A Semi-Supervised Approach for Object Detection"
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