Reasoning Engine for Neuro-Symbolic AI
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Updated
May 7, 2024 - JavaScript
Reasoning Engine for Neuro-Symbolic AI
A `Neural = Symbolic` framework for sound and complete weighted real-value logic
The Programmable Neuro-Symbolic AGI that lets you program its behavior using Graph-based Prompt Programming: for people who want AI to behave as expected
The code of NeurIPS 2021 paper "Scalable Rule-Based Representation Learning for Interpretable Classification" and TPAMI paper "Learning Interpretable Rules for Scalable Data Representation and Classification"
Neuro-Symbolic Reinforcement Learning: Logical Optimal Action (LOA), a novel RL with Logical Neural Network (LNN) on text-based games
Holographic Reduced Representations
Demo for Neuro-Symbolic Agent (LOA)
Sem@K: Is my knowledge graph embedding model semantic-aware?
official repo for the NeurIPS 2022 paper "A Solver-Free Framework for Scalable Learning in Neural ILP Architectures"
NeuSyRE: A Neuro-Symbolic Visual Understanding and Reasoning Framework based on Scene Graph Enrichment
A neural network model builder, leveraging a neuro-symbolic interface.
Normalizing flows for neuro-symbolic AI
Codebase for BEARS Make Neuro-Symbolic Models Aware of their Reasoning Shortcuts.
Neuro-symbolic anomaly detection and complex fault diagnosis exemplified in the automotive domain.
The official repository for the PSYCHIC model
ReOnto is a neuro-symbolic approach where we use ontologies and GNNs to extract relations from sentences.
Code for "ELLEN: Extremely Lightly Supervised Learning For Efficient Named Entity Recognition" (LREC-COLING 2024)
Codebase for the paper "Generalized Reasoning with Graph Neural Networks by Relational Bayesian Network Encodings"
Arquivos da Implementação do método de Aprendizagem Relacional no paradigma de Sistemas Neuro-Simbólicos.
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