Modules
lore_sa.bbox: BlackBox abstract class
Abstract base class for wrapping black box models. |
lore_sa.dataset: Dataset class
Generic class to handle datasets |
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It provides an interface to handle datasets, including some essential information on the structure and semantic of the dataset. |
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lore_sa.neighgen: Neighborhood Generator classes
Random Generator creates neighbor instances by generating random values starting from the instance to explain |
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Random Generator creates neighbor instances by generating random values starting from an input instance and pruning the generation around a fitness function based on proximity to the instance to explain |
lore_sa.discretizer: Discretizer classes and functions
lore_sa.encoder_decoder: Encoder/Decoder classes and functions
Abstract base class for encoding and decoding features. |
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It provides an interface to access One Hot enconding (https://en.wikipedia.org/wiki/One-hot) functions. |
lore_sa.explanation: Explanation classes and functions
Special json encoder for Rule types |
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lore_sa.rule: Rule classes and functions
Decision rule with premises (conditions) and consequences (predictions). |
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Special json encoder for Rule types |
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Logical expression representing a condition in a rule. |
lore_sa.surrogate: Surrogate classes and functions
Abstract base class for interpretable surrogate models. |
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