partitioner

Flower Datasets Partitioner package.

Classes

IidPartitioner(num_partitions)	Partitioner creates each partition sampled randomly from the dataset.
Partitioner()	The base partitioner class that enables obtaining federated partitions.
NaturalIdPartitioner(partition_by)	Partitioner for a dataset that can be divided by a column with partition ids.
DirichletPartitioner(num_partitions, ...[, ...])	Partitioner based on Dirichlet distribution.
SizePartitioner(num_partitions, ...)	Base class for the deterministic size partitioning based on the partition_id.
LinearPartitioner(num_partitions)	Partitioner creates partitions of size that are linearly correlated with id.
InnerDirichletPartitioner(partition_sizes, ...)	Partitioner based on Dirichlet distribution.
SquarePartitioner(num_partitions)	Partitioner creates partitions of size that are correlated with squared id.
ShardPartitioner(num_partitions, partition_by)	Partitioner based on shard of (typically) unique classes.
ExponentialPartitioner(num_partitions)	Partitioner creates partitions of size that are correlated with exp(id).