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pauljblazek/deepdistilling

Mechanistically interpretable neurosymbolic AI (Nature Comput Sci 2024): losslessly compressing NNs to computer code and discovering new algorithms which generalize out-of-distribution and outperform human-designed algorithms

Owner
pauljblazek (personal account)
Stars
Stars: 104
Forks
Forks: 7
Language
Python
License
None
Created
2024
Topics
explainable-aiprogram-synthesismechanistic-interpretabilityinductive-logic-programmingmodel-distillationdistillingneurosymbolicdomain-adaptationout-of-distribution-generalizationinterpretable
Tier
Prototype (100 to 249 ★) What this tier means
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