PyTorch + HuggingFace code for RetoMaton: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022), including an implementation of kNN-LM and kNN-MT
-
Updated
Oct 20, 2022 - Python
PyTorch + HuggingFace code for RetoMaton: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022), including an implementation of kNN-LM and kNN-MT
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
PyTorch code for the RetoMaton paper: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022)
mOWL: Machine Learning library with Ontologies
Hrrformer: A Neuro-symbolic Self-attention Model (ICML23)
Neuro-Symbolic Reinforcement Learning: Logical Optimal Action (LOA), a novel RL with Logical Neural Network (LNN) on text-based games
[ACL 2024] The project of Symbol-LLM
An efficient Python toolkit for Abductive Learning (ABL), a novel paradigm that integrates machine learning and logical reasoning in a unified framework.
Holographic Reduced Representations
Codebase for Neuro-Symbolic Continual Learning.
Demo for Neuro-Symbolic Agent (LOA)
Learning Algebraic Representation for Systematic Generalization in Abstract Reasoning
Code for the ICLR 2024 paper "How Realistic Is Your Synthetic Data? Constraining Deep Generative Models for Tabular Data"
program synthesis with neuro-symbolic differentiable interpreters
A neuro-symbolic reasoner for the EL++ description logic.
Research code for heuristically hiding information for inference run on 3rd party systems (ICML 22)
Implementation of the paper: " Experimenting an Approach to Neuro-Symbolic RL"
EmbedPVP: Embedding-based Phenotype Variant Predictor
Towards Generalization in Subitizing with Neuro-Symbolic Loss using Holographic Reduced Representations
Add a description, image, and links to the neuro-symbolic topic page so that developers can more easily learn about it.
To associate your repository with the neuro-symbolic topic, visit your repo's landing page and select "manage topics."