avalanche.training.ReservoirSamplingBuffer

class avalanche.training.ReservoirSamplingBuffer(max_size: int)

Buffer updated with reservoir sampling.

__init__(max_size: int)

Parameters

max_size –

Methods

__init__(max_size)	param max_size
resize(strategy, new_size)	Update the maximum size of the buffer.
update(strategy, **kwargs)	Update buffer.
update_from_dataset(new_data)	Update the buffer using the given dataset.

Attributes

buffer

Buffer of samples.