neurosymbolic
There are 30 repositories under neurosymbolic topic.
SynaLinks/HybridAGI
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
scallop-lang/scallop
Framework and Language for Neurosymbolic Programming. Join Our Discord: https://discord.gg/RavzdND229
lab-v2/pyreason
An explainable inference software supporting annotated, real valued, graph based and temporal logic
thuwzy/Neural-Symbolic-and-Probabilistic-Logic-Papers
A curated paper list on neural symbolic and probabilistic logic.
pauljblazek/deepdistilling
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
neulab/retomaton
PyTorch code for the RetoMaton paper: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022)
bio-ontology-research-group/mowl
mOWL: Machine Learning library with Ontologies
cmekik/pyClarion
Experimental Python implementation of the Clarion cognitive architecture
EleMisi/VAEL
Codebase for VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming
ema-marconato/reasoning-shortcuts
Codebase for the paper: Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts
nesl/neurosymbolic-tinyml
TinyNS: Platform-Aware Neurosymbolic Auto Tiny Machine Learning
VITA-Group/DiffSES
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
HEmile/a-nesi
A Scalable Approximate Method for Probabilistic Neurosymbolic Inference
konstantinosKokos/spindle
A neurosymbolic parser for Dutch.
mihaela-stoian/ConstrainedDGM
Code for the ICLR 2024 paper "How Realistic Is Your Synthetic Data? Constraining Deep Generative Models for Tabular Data"
rtrelease/Jetson-Symbolics-Neuromorphics
Integrating Symbolic Programming and Neuromorphic Modeling with NVIDIA Jetson and GPU-based DNN/ML Systems for Edge Labs
scallop-lang/web-platform
The infrastructure behind the Scallop website.
zerolink-io/zerolink-python
Python client for ZeroLink
mplevako/tp-n2f
PyTorch Lightning based TP-N2F model.
manospits/WeiRules
Source code for the neuro-fuzzy network of the paper: "Logic Rules Meet Deep Learning: A Novel Approach for Ship Type Classification"
dragosrotaru/PAL
Human-AI Pair Programming / Neurosymbolic Language / IDE / OS
BetterCallSaud/NSAI-Research
A dedicated repository for learning and researching about neuro-symbolic artificial intelligence (NSAI)
neuro-symbolic-ai-medicine/members
AMS Network on Neurosymbolic AI for Medicine
esradonmez/Structural-Priors-in-VQA
A survey investigating the concept space prior in Vision and Language models
jyhong0304/SII
The official implementation of an Insect-Inspired Randomly Weighted Neural Network with Random Fourier Features For Neuro-Symbolic Relational Learning (NeSy20/21@IJCLR)
sanchit-agarwal/neuro-symbolic
Experiment code for dissertation report "Improving Classification using Neuro-Symbolic Algorithms"
trishullab/ampersand
Neurosymbolic Algorithms for Machine Programming and Reasoning
ernestojimenezruiz/ernestojimenezruiz.github.io-empty
Personal website of Ernesto Jiménez-Ruiz, Lecturer in AI at City, University of London
personx000/NSCL-PyTorch-Release
PyTorch implementation for the Neuro-Symbolic Concept Learner (NS-CL).