Claude skills for Synalinks OSS
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Aug 23, 2026 - Python
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neuro-symbolic
Here are 199 public repositories matching this topic...
Logic Language for LLMs 🌱🐋 Build World Models 🌍
programming-language knowledge-graph logic-programming knowledge-base reasoning declarative-programming world-models neuro-symbolic neuro-symbolic-ai world-model neurosymbolic-ai reasoning-engine
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Aug 22, 2026 - Rust
From idea to production in just few lines: Graph-Based Programmable Neuro-Symbolic LM Framework - a production-first LM framework built with decade old Deep Learning best practices
reinforcement-learning language-model reinforcement-learning-agent neuro-symbolic neuro-symbolic-ai test-time-adaptation in-context-learning llms test-time-training llmops in-context-reinforcement-learning context-engineering
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Aug 31, 2026 - Python
✨✨Latest Advances on Neuro-Symbolic Learning in the era of Large Language Models
machine-learning awesome reinforcement-learning first-order-logic artificial-intelligence planning knowledge-graph logic-programming papers reasoning visual-reasoning neuro-symbolic neuro-network embodied-ai large-language-models llm-agent gpt-4o deepseek-r1
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Jun 19, 2025
PyTorch + HuggingFace code for RetoMaton: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022), including an implementation of kNN-LM and kNN-MT
language translation machine models transformers pytorch nearest-neighbor language-models knn neighbor nearest huggingface neuro-symbolic knn-lm retomaton knnlm knnmt knn-mt knn-transformers
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Oct 20, 2022 - Python
An efficient Python toolkit for Abductive Learning (ABL), a novel paradigm that integrates machine learning and logical reasoning in a unified framework.
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May 25, 2026 - Python
mOWL: Machine Learning library with Ontologies
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Sep 1, 2026 - Python
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.
artificial-neural-network information-gain neural-symbolic-reasoning neuro-symbolic-learning neural-symbolic neuro-symbolic neural-symbolic-paradigm aika-network binding-signal binding-problem
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Aug 8, 2025 - Java
Local, gradient-free neuro-symbolic memory engine combining Hyperdimensional Computing (HDC/VSA), Hebbian plasticity, and graph triples for offline AI.
python privacy-first neuro-symbolic hyperdimensional-computing vector-symbolic-architecture local-ai ollama agent-memory
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Aug 30, 2026 - Python
PyTorch code for the RetoMaton paper: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022)
language retrieval modeling pytorch nearest-neighbor knn nearest neuro-symbolic neurosymbolic icml-2022 knn-lm retomaton
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Jul 16, 2022 - Python
Hrrformer: A Neuro-symbolic Self-attention Model (ICML23)
ember malware transformer icml self-attention lra neuro-symbolic hrr holographic-reduced-representations long-range-arena icml-2023 hrrformer
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Oct 8, 2025 - Python
Neuro-Symbolic Visual Question Answering on Sort-of-CLEVR using PyTorch
program-synthesis pytorch artificial-intelligence vqa reasoning clevr neuro-symbolic-learning pytorch-implementation neuro-symbolic
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Oct 28, 2021 - Jupyter Notebook
[ACL 2024] The project of Symbol-LLM
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Jul 10, 2024 - Python
Neuro-Symbolic Reinforcement Learning: Logical Optimal Action (LOA), a novel RL with Logical Neural Network (LNN) on text-based games
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Sep 17, 2025 - Python
awesome-LLM-controlled-constrained-generation
decoding-algorithm neuro-symbolic non-autoregressive controllable-generation large-language-models llms controllable-text-generation instruction-tuning constrained-generation inference-time
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Aug 16, 2024
An explainable politeness styler for the Korean Language / 설명가능한 반-존대 변환기
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Apr 9, 2024 - Python
A neuro-symbolic runtime architecture (DIR) for Responsibility-Oriented Agents (ROA). By decoupling probabilistic LLM reasoning (User Space) from deterministic execution (Kernel Space), it ensures safe, invariant-driven, and auditable AI autonomy.
python architecture safety software-engineering multi-agent-systems accountability systems-engineering ai-agents determinism responsible-ai neuro-symbolic decision-intelligence llm-orchestration auditability intelligent-delegation
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Aug 18, 2026 - Python
Holographic Reduced Representations
deep-learning tensorflow pytorch flax vsa jax neuro-symbolic-learning neuro-symbolic neuro-symbolic-ai hrr holographic-reduced-representations 2d-hrr hrr-library hrr-python-library vector-symbolic-architecture hrr-github
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Dec 4, 2025 - Python
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