neurosymbolic topic

Experimental Python implementation of the Clarion cognitive architecture

cmekik

A curated paper list on neural symbolic and probabilistic logic.

thuwzy

PyTorch code for the RetoMaton paper: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022)

neulab

Framework and Language for Neurosymbolic Programming. Join Our Discord: https://discord.gg/RavzdND229

scallop-lang

An explainable inference software supporting annotated, real valued, graph based and temporal logic

lab-v2

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

SynaLinks

Mechanistically interpretable neurosymbolic AI (Nature Comput Sci 2024): losslessly compressing NNs to computer code and discovering new algorithms which generalize out-of-distribution and outperform...

pauljblazek

mOWL: Machine Learning library with Ontologies

bio-ontology-research-group

Codebase for VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming

EleMisi

Codebase for the paper: Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts

ema-marconato