Inductive logic programming
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관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.
https://github.com/shehzaadzd/MINERVA
공식 코드Neuro-Symbolic Inductive Logic Programming with Logical Neural Networks
https://github.com/stomir/dilp2
공식 코드Differentiable Inductive Logic Programming in High-Dimensional Space
https://github.com/tirtharajdash/BotGNN
공식 코드Inclusion of Domain-Knowledge into GNNs using Mode-Directed Inverse Entailment
https://github.com/tirtharajdash/CRM
공식 코드Composition of Relational Features with an Application to Explaining Black-Box Predictors
https://github.com/tirtharajdash/VEGNN
공식 코드Incorporating Symbolic Domain Knowledge into Graph Neural Networks
https://github.com/MatthiasNickles/diff-SAT
Probabilistic Inductive Logic Programming Based on Answer Set Programming
https://github.com/WeiKangda/clutrr
CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text
https://github.com/ai-systems/DILP-Core
https://github.com/ari9dam/ILPME
Incremental and Iterative Learning of Answer Set Programs from Mutually Distinct Examples
https://github.com/ashutosh1919/neuro-symbolic-sudoku-solver
https://github.com/crunchiness/lernd
https://github.com/fxs130430/SHAP_FOLD
Induction of Non-Monotonic Rules From Statistical Learning Models Using High-Utility Itemset Mining
https://github.com/google/neural-logic-machines
https://github.com/hayesall/Walk-ER
User Friendly Automatic Construction of Background Knowledge: Mode Construction from ER Diagrams
https://github.com/karannb/interact
A Model for Intelligible Interaction Between Agents That Predict and Explain
https://github.com/koustuvsinha/clutrr
CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text
https://github.com/koustuvsinha/clutrr-baselines
CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text
https://github.com/koustuvsinha/clutrr-workshop
CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text
https://github.com/logic-and-learning-lab/popper
https://github.com/nkatzz/iled
Incremental Learning of Event Definitions with Inductive Logic Programming
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.