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Flower Datasets 0.5.0
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Flower Datasets 0.5.0

Tutorial

  • Quickstart
  • Use Partitioners
  • Visualize Label Distribution

How-to guides

  • Installation
  • Use with PyTorch
  • Use with TensorFlow
  • Use with NumPy
  • Use with Local Data
  • Disable/Enable Progress Bar
  • Generate Demo Data for SuperNodes

References

  • Reference
    • flwr_datasets
      • FederatedDataset
      • metrics
        • compute_counts
        • compute_frequencies
      • partitioner
        • ContinuousPartitioner
        • DirichletPartitioner
        • DistributionPartitioner
        • ExponentialPartitioner
        • GroupedNaturalIdPartitioner
        • IdToSizeFncPartitioner
        • IidPartitioner
        • InnerDirichletPartitioner
        • LinearPartitioner
        • NaturalIdPartitioner
        • Partitioner
        • PathologicalPartitioner
        • ShardPartitioner
        • SizePartitioner
        • SquarePartitioner
        • VerticalEvenPartitioner
        • VerticalSizePartitioner
      • preprocessor
        • Divider
        • Merger
        • Preprocessor
      • utils
        • concatenate_divisions
        • divide_dataset
      • visualization
        • plot_comparison_label_distribution
        • plot_label_distributions
    • Flower Datasets CLI reference

Reference docs

  • Recommended FL Datasets
  • Telemetry

Contributor tutorials

  • How to contribute a dataset
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Reference¶

References¶

flwr_datasets

Flower Datasets main package.
  • Flower Datasets CLI reference
    • Basic Commands
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