Package ablation

Ablation studies for evaluating XAI methods https://github.com/capitalone/ablation

Expand source code
"""Package initialization."""

__version__ = "0.1.0"

# fmt: off
__title__ = "ablation"
__description__ = "Ablation studies for evaluating XAI methods"  # noqa: E501
__url__ = "https://github.com/capitalone/ablation"  # noqa: E501
__uri__ = __url__
__doc__ = __description__ + " <" + __uri__ + ">"
# fmt: on


# from . import (
#     ablation,
#     baseline,
#     dataset,
#     distributions,
#     experiment,
#     features,
#     perturb,
#     pytorch_explanations,
#     pytorch_model,
#     utils,
# )

Sub-modules

ablation.ablation

ablation.py About: Load ablation methods for Ablation

ablation.baseline
ablation.dataset

data_loader.py About: Load datasets for Ablation

ablation.distributions

perturb.py About: Feature distributions for baselines and perturbations

ablation.experiment
ablation.explanations
ablation.perturb
ablation.pytorch_explanations
ablation.pytorch_model

pytorch_model.py About: Pytorch model and datamodule

ablation.utils