fair_forge.utils

Utility functions for Fair Forge.

Functions

batched(len_data, batch_size, *[, drop_last])	Yield slices of indices for batching data.
reproducible_random_state(seed)	Create a random state that is reproducible across Python versions and platforms.

fair_forge.utils.batched(len_data: int, batch_size: int, *, drop_last: bool = False) → Generator[slice, None, None]

Yield slices of indices for batching data.

Parameters:

• len_data – The total number of data points.

• batch_size – The size of each batch.

• drop_last – If True, the last batch will be dropped if it is smaller than batch_size.

fair_forge.utils.reproducible_random_state(seed: int) → Generator

Create a random state that is reproducible across Python versions and platforms.