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
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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
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pytorch_model.py About: Pytorch model and datamodule
ablation.utils