There are 2 repositories under neurosymbolic topic.
Framework and Language for Neurosymbolic Programming. Join Our Discord: https://discord.gg/RavzdND229
A curated paper list on neural symbolic and probabilistic logic.
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 human-designed algorithms
mOWL: Machine Learning library with Ontologies
Codebase for the paper: Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts
TinyNS: Platform-Aware Neurosymbolic Auto Tiny Machine Learning
đź“ś [Under Review] "Symbolic Visual Reinforcement Learning: A Scalable Framework with Object-Level Abstraction and Differentiable Expression Search", Wenqing Zheng*, S P Sharan*, Zhiwen Fan, Kevin Wang, Yihan Xi, Atlas Wang
A neurosymbolic parser for Dutch.
Code for the ICLR 2024 paper "How Realistic Is Your Synthetic Data? Constraining Deep Generative Models for Tabular Data"
Integrating Symbolic Programming and Neuromorphic Modeling with NVIDIA Jetson and GPU-based DNN/ML Systems for Edge Labs
The infrastructure behind the Scallop website.
Python client for ZeroLink
Human-AI Pair Programming / Neurosymbolic Language / IDE / OS
A dedicated repository for learning and researching about neuro-symbolic artificial intelligence (NSAI)
A survey investigating the concept space prior in Vision and Language models
The official implementation of an Insect-Inspired Randomly Weighted Neural Network with Random Fourier Features For Neuro-Symbolic Relational Learning (NeSy20/21@IJCLR)
Experiment code for dissertation report "Improving Classification using Neuro-Symbolic Algorithms"
Neurosymbolic energy-based and generative models
Neurosymbolic Algorithms for Machine Programming and Reasoning
Personal website of Ernesto Jiménez-Ruiz, Lecturer in AI at City, University of London
PyTorch implementation for the Neuro-Symbolic Concept Learner (NS-CL).