An inductive logic programming system
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Jan 23, 2025 - Python
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inductive-logic-programming
Here are 9 public repositories matching this topic...
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
program-synthesis knowledge-distillation inductive-logic-programming domain-adaptation explainable-ai interpretable distilling neurosymbolic model-distillation out-of-distribution-generalization mechanistic-interpretability
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Feb 20, 2024 - Python
Top-down induction of first-order logical decision trees: master AI thesis implementation
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Sep 21, 2020 - Python
Code for the papers "Induction of Subgoal Automata for Reinforcement Learning" (AAAI-20) and "Induction and Exploitation of Subgoal Automata for Reinforcement Learning" (JAIR).
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Aug 15, 2023 - Python
BotGNN: Inclusion of Domain-Knowledge into GNNs using Mode-Directed Inverse Entailment
inductive-logic-programming neuro-symbolic-learning deep-relational-learning graph-neural-networks background-knowledge
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May 19, 2023 - Python
Symbolic function approximator aims to generate a function using a genetic algorithm to approximate a data distribution using the symbolic paradigm with programming logic.
python genetic-algorithm function symbolic symbolic-regression inductive-logic-programming approximator
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Jan 19, 2020 - Python
Python package for fetching and using srlearn-compatible relational datasets.
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Nov 9, 2022 - Python
A code base for Automated Relational Feature Engineering
machine-learning feature-engineering relational-learning inductive-logic-programming knowledge-graphs subgraph-mining geometric-learning
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Apr 18, 2023 - Python
Exploit ILP to learn symmetry breaking constraints of ASP programs.
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Mar 2, 2023 - Python
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