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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

API 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
    • utils
      • concatenate_divisions
      • divide_dataset
    • visualization
      • plot_comparison_label_distribution
      • plot_label_distributions

Reference docs

  • Recommended FL Datasets
  • Telemetry

Contributor tutorials

  • How to contribute a dataset
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