A simple compute platform
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Updated
Jun 2, 2021 - HTML
A simple compute platform
Neuro-Symbolic Visual Question Answering on Sort-of-CLEVR using PyTorch
PyTorch code for the RetoMaton paper: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022)
Learning Algebraic Representation for Systematic Generalization in Abstract Reasoning
Demo for Neuro-Symbolic Agent (LOA)
PyTorch + HuggingFace code for RetoMaton: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022), including an implementation of kNN-LM and kNN-MT
Library for hierarchical concept composition and reasoning
ZeroC is a neuro-symbolic method that trained with elementary visual concepts and relations, can zero-shot recognize and acquire more complex, hierarchical concepts, even across domains
Hrrformer: A Neuro-symbolic Self-attention Model (ICML23)
An LLM chatbot augmented by neuro-symbolic rules
Neuro-Symbolic Reinforcement Learning: Logical Optimal Action (LOA), a novel RL with Logical Neural Network (LNN) on text-based games
Codebase for Neuro-Symbolic Continual Learning.
Knowledge Enhanced Graph Neural Networks. We combine Knowledge Enhancement layers with Graph Neural Networks
The official repository for the PSYCHIC model
Towards Generalization in Subitizing with Neuro-Symbolic Loss using Holographic Reduced Representations
program synthesis with neuro-symbolic differentiable interpreters
Implementation of the paper: " Experimenting an Approach to Neuro-Symbolic RL"
Hacking a Neural Network to understand what concepts the network learns in order to solve a logic task.
Research code for heuristically hiding information for inference run on 3rd party systems (ICML 22)
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