Blazing-fast Data-Wrangling toolkit
Coding Agents skills for Synalinks OSS
Synthesized Logic Language for World Models 🌱🐋🌍
Keras based framework for neuro-symbolic LM systems
✨✨Latest Advances on Neuro-Symbolic Learning in the era of Large Language Models
PyTorch + HuggingFace code for RetoMaton: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022), including an implementation of kNN-LM and kNN-MT
Local, gradient-free neuro-symbolic memory engine combining Hyperdimensional Computing (HDC/VSA), Hebbian plasticity, and graph triples for offline AI.
Neuro-symbolic agents with verified memory. MCP math tools, an algebra repair Skill, and an open challenge. Verify solutions, learn checked rules, and reuse.
An efficient Python toolkit for Abductive Learning (ABL), a novel paradigm that integrates machine learning and logical reasoning in a unified framework.
mOWL: Machine Learning library with Ontologies
AIKA (Artificial Intelligence for Knowledge Acquisition) is an innovative approach to neural network design, diverging from traditional architectures that rely heavily on rigid matrix and vector operations. The AIKA Project introduces a flexible, sparse, and non-layered network representation, derived from a type hierarchy.
PyTorch code for the RetoMaton paper: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022)
Hrrformer: A Neuro-symbolic Self-attention Model (ICML23)
Neuro-Symbolic Visual Question Answering on Sort-of-CLEVR using PyTorch
[ACL 2024] The project of Symbol-LLM
awesome-LLM-controlled-constrained-generation
Neuro-Symbolic Reinforcement Learning: Logical Optimal Action (LOA), a novel RL with Logical Neural Network (LNN) on text-based games
An explainable politeness styler for the Korean Language / 설명가능한 반-존대 변환기
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