avalanche.benchmarks.scenarios.ClassificationStream

class avalanche.benchmarks.scenarios.ClassificationStream(name: str, benchmark: ClassificationScenario, *, slice_ids: List[int] | None = None, set_stream_info: bool = True)

__init__(name: str, benchmark: ClassificationScenario, *, slice_ids: List[int] | None = None, set_stream_info: bool = True)

Creates an instance of a experience stream.

Parameters:

• name – The name of the stream.

• exps_iter – The iterable from which experiences will be obtained.

• benchmark – The benchmarks defining this stream.

• set_stream_info – If True, will set the current_experience and origin_stream fields on experience objects before returning them. Defaults to True.

Methods

__init__(name, benchmark, *[, slice_ids, ...])	Creates an instance of a experience stream.
count(value)
drop_previous_experiences(to_exp)	Drop the reference to experiences up to a certain experience ID (inclusive).
index(value, [start, [stop]])	Raises ValueError if the value is not present.

Attributes

slice_ids	Describes which experiences are contained in the current stream slice.
name	The name of the stream (for instance: "train", "test", "valid", ...).
exps_iter	The iterable from which experiences will be obtained.
benchmark	A reference to the benchmark.
set_stream_info	If True, will set the current_experience and origin_stream fields on experience objects before returning them.