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User:Felix QW/Inductive logic programming

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< User:Felix QW

This is an old revision of this page, as edited by Felix QW (talk | contribs) at 18:13, 9 December 2023 (Add another intended section, as mentioned on the To-Do list of the page.). The present address (URL) is a permanent link to this revision, which may differ significantly from the current revision.

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Approaches to ILP

Bottom-Up search

Sketches of Golem and the Model Inference System
Inverse resolution
Least general generalisations

Top-down search

Sketch of Progol/Aleph
Beam search

Metainterpretative learning

Metarules
Constraint-based learning

Common issues

Language bias
Scoring functions
Predicate invention
Learning recursive programs

Probabilistic ILP

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