Structured Outputs
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Aug 6, 2026 - Python
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symbolic-ai
Here are 196 public repositories matching this topic...
Torchhd is a Python library for Hyperdimensional Computing and Vector Symbolic Architectures
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Jun 19, 2025 - Python
Neuro-symbolic interpretation learning (mostly just language-learning, for now)
neural-network natural-language natural-language-understanding graph-learning symbolic-ai natural-language-learning
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Aug 6, 2026 - Scheme
Query language for blending SQL and local language models across structured + unstructured data, with type constraints.
python nlp natural-language-processing sql question-answering query-language symbolic-ai constrained-decoding llm structured-generation
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May 30, 2026 - Python
Handwritten Equations Decipherment with Abductive Learning
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Jan 31, 2024 - Python
An expert system using logic-based artificial intelligence and symbolic AI.
nodejs javascript ai knowledge artificial-intelligence symbolic knowledgebase knowledge-discovery logical-knowledge-inference expert-system expert-systems logic-based-artificial-intelligence symbolic-ai
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Jan 16, 2023 - JavaScript
A simple Lisp written in Go
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Apr 15, 2026 - Go
Kaleidoscope is an experimental cognitive architecture for emergent intelligence. It uses an E8 lattice physics engine and an RL-steered LLM to autonomously generate novel theories about complex systems. Features a visualization hub of its internal thought-space.
symbolic-ai cognitive-engineering ai-memory symbolic-processing emergent-intelligence recursive-memory field-dynamics ai-memory-reconstruction e8-lattice quasicrystal-logic meaning-architecture dream-interfaces attention-mechanics memory-geometry
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Jun 27, 2026 - Python
A JavaScript implementation of Douglas Hofstadter and Melanie Mitchell's Copycat program.
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Apr 15, 2026 - JavaScript
Wirewright is an experimental symbolic physics environment
programming-language programming-environment symbolic-computation term-rewriting symbolic-ai term-rewriting-system symbolic-physics
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Aug 6, 2026 - Crystal
Expert system with deductive querying and verification of constraints expressed in natural language
nlp dsl metaprogramming prolog ontology dcg logic-programming term-rewriting expert-system symbolic-ai symbolic-reasoning
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Feb 15, 2026 - Prolog
AGI runtime for bounded recursive self-awareness. Attempting machine consciousness at the Gödel–Turing–Hofstadter Nexus.
agi vae machine-consciousness change-point-detection symbolic-ai artificial-consciousness global-workspace-theory strange-loop godel-machine
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Mar 24, 2026 - Python
Meta Optimization Semantic Evolutionary Search
genetic-programming genetic-algorithms symbolic-ai grammar-guided-genetic-programming evolutionary-programming machine-programming estimation-of-distribution-algorithms
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Aug 4, 2026 - MeTTa
Ein: a tensor logic language unifying neural and symbolic AI
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May 11, 2026 - Rust
Code and data to the publication "SpikE: spike-based embeddings for multi-relational graph data".
knowledge-graph relational-learning link-prediction graph-embedding neuromorphic-computing symbolic-ai spiking-neural-network symbolic-artificial-intelligence
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Apr 12, 2023 - Jupyter Notebook
Axiomatic intelligence. Doing the right thing, provably.
rust theorem-proving webassembly wasm semantic-web ontology artificial-intelligence category-theory knowledge-graph wordnet formal-methods knowledge-representation automated-reasoning explainable-ai applied-category-theory symbolic-ai neurosymbolic neuro-symbolic-ai neurosymbolic-ai deterministic-ai
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Jul 30, 2026 - Rust
Navigate the dungeon, avoid the pits, find the gold, beware of the wumpus. Artificial intelligence based AI game.
game agent ai knowledge game-development artificial-intelligence wumpus wumpusworld rogue dungeon logical-knowledge-representation knowledge-base dungeon-crawler-game dungeon-crawler wumpus-game knowledgebase-agents symbolic-ai hunt-the-wumpus
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Dec 18, 2021 - JavaScript
A computational foundation for AGI based on hyperdimensional computing and set theory.
agi set-theory nearest-neighbor-search spiking-neural-networks associative-memory knowledge-representation hypergraphs sparse-distributed-memory neuromorphic-computing theoretical-neuroscience symbolic-ai computational-theory-of-mind hyperdimensional-computing in-memory-computing sparse-distributed-representations
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Jul 8, 2026 - Wolfram Language
Artificial intelligence with a network of connected neurons
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Aug 6, 2026 - C++
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