AMS Network on Neurosymbolic AI for Medicine
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Updated
Jul 5, 2024
AMS Network on Neurosymbolic AI for Medicine
Integrating Symbolic Programming and Neuromorphic Modeling with NVIDIA Jetson and GPU-based DNN/ML Systems for Edge Labs
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
mOWL: Machine Learning library with Ontologies
An explainable inference software supporting annotated, real valued, graph based and temporal logic
On the Hardness of Probabilistic Neurosymbolic Learning (ICML2024)
Framework and Language for Neurosymbolic Programming. Join Our Discord: https://discord.gg/RavzdND229
The infrastructure behind the Scallop website.
A neurosymbolic parser for Dutch.
Codebase for the paper: Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts
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
Code for the ICLR 2024 paper "How Realistic Is Your Synthetic Data? Constraining Deep Generative Models for Tabular Data"
Human-AI Pair Programming / Neurosymbolic Language / IDE / OS
The official implementation of an Insect-Inspired Randomly Weighted Neural Network with Random Fourier Features For Neuro-Symbolic Relational Learning (NeSy20/21@IJCLR)
A dedicated repository for learning and researching about neuro-symbolic artificial intelligence (NSAI)
Personal website of Ernesto Jiménez-Ruiz, Lecturer in AI at City, University of London
A curated paper list on neural symbolic and probabilistic logic.
Codebase for VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming
Source code for the neuro-fuzzy network of the paper: "Logic Rules Meet Deep Learning: A Novel Approach for Ship Type Classification"
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