p2pfl.learning.dataset package

Datasets for P2PFL.

Submodules

• p2pfl.learning.dataset.p2pfl_dataset module
  • DataExportStrategy
    • DataExportStrategy.export()
  • P2PFLDataset
    • P2PFLDataset.export()
    • P2PFLDataset.from_csv()
    • P2PFLDataset.from_generator()
    • P2PFLDataset.from_huggingface()
    • P2PFLDataset.from_json()
    • P2PFLDataset.from_pandas()
    • P2PFLDataset.from_parquet()
    • P2PFLDataset.generate_partitions()
    • P2PFLDataset.generate_train_test_split()
    • P2PFLDataset.get()
    • P2PFLDataset.get_num_samples()
    • P2PFLDataset.set_batch_size()
    • P2PFLDataset.set_transforms()
• p2pfl.learning.dataset.partition_strategies module
  • DataPartitionStrategy
    • DataPartitionStrategy.generate_partitions()
  • DirichletPartitionStrategy
    • DirichletPartitionStrategy.generate_partitions()
  • LabelSkewedPartitionStrategy
    • LabelSkewedPartitionStrategy.generate_partitions()
  • PercentageBasedNonIIDPartitionStrategy
  • RandomIIDPartitionStrategy
    • RandomIIDPartitionStrategy.generate_partitions()