neuro-symbolic-ai

There are 7 repositories under neuro-symbolic-ai topic.

Nucleoid
NucleoidAI / Nucleoid
Reasoning Engine for Neuro-Symbolic AI
node javascript neuro-symbolic-ai neuro-symbolic reasoning semantic-reasoning symbolic symbolic-ai reasoning-engine semantic-reasoner logic logic-programming declarative-logic expert-system knowledge-base knowledge rag
Language:JavaScript 485
IBM / LNN
A `Neural = Symbolic` framework for sound and complete weighted real-value logic
neuro-symbolic-ai machine-learning reasoning logic
Language:Python 217
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
artificial-general-intelligence artificial-intelligence deep-learning large-language-models neuro-symbolic neuro-symbolic-hybrid-ai neurosymbolic graph-based-prompt-programming graph-of-prompt neuro-symbolic-ai programmable-agi
Language:Python 157
12wang3 / rrl
The code of NeurIPS 2021 paper "Scalable Rule-Based Representation Learning for Interpretable Classification" and TPAMI paper "Learning Interpretable Rules for Scalable Data Representation and Classification"
interpretable-classification rule-based-model representation-learning scalability interpretable-ai interpretable-ml explainable-ai explainable-ml neurips nips xai interpretable-machine-learning iml interpretability explainability neuro-symbolic-ai
Language:Python 91
IBM / LOA
Neuro-Symbolic Reinforcement Learning: Logical Optimal Action (LOA), a novel RL with Logical Neural Network (LNN) on text-based games
machine-learning reinforcement-learning neuro-symbolic-ai neuro-symbolic artificial-intelligence
Language:Python 34
csbobby / STAR_Benchmark
dataset neuro-symbolic-ai question-answering visual-reasoning
Language:Python 26
MahmudulAlam / Holographic-Reduced-Representations
Holographic Reduced Representations
neuro-symbolic neuro-symbolic-ai neuro-symbolic-learning vsa holographic-reduced-representations hrr 2d-hrr deep-learning jax pytorch tensorflow hrr-library hrr-python-library vector-symbolic-architecture flax hrr-github
Language:Python 19
IBM / nesa-demo
Demo for Neuro-Symbolic Agent (LOA)
machine-learning reinforcement-learning artificial-intelligence neuro-symbolic neuro-symbolic-ai
Language:Python 14
dair-iitd / ilploss
official repo for the NeurIPS 2022 paper "A Solver-Free Framework for Scalable Learning in Neural ILP Architectures"
constraint-learning integer-linear-programming neuro-symbolic-ai perceptual-reasoning
Language:Python 9
jaleedkhan / neusire
NeuSyRE: A Neuro-Symbolic Visual Understanding and Reasoning Framework based on Scene Graph Enrichment
commonsense-knowledge image-captioning image-generation image-representation knowledge-enrichment knowledge-graph scene-graph scene-graph-generation scene-graph-to-image visual-reasoning visual-understanding scene-graph-enrichment scene-graph-to-text ms-coco neuro-symbolic-ai visual-genome
Language:Jupyter Notebook 9
nicolas-hbt / benchmark-sematk
Sem@K: Is my knowledge graph embedding model semantic-aware?
knowledge-graph knowledge-graph-completion knowledge-graph-embeddings link-prediction neuro-symbolic-ai ontology semantic-web
Language:Python 9
aai-institute / USFlows
Normalizing flows for neuro-symbolic AI
formal-verification neuro-symbolic-ai transferlab flows normalizing-flows research-project
Language:Python 7
ais-climber / a-la-mode
A neural network model builder, leveraging a neuro-symbolic interface.
conditional-logic hebbian-learning knowledge-representation modal-logic model-building model-extraction neuro-symbolic-ai
Language:Python 7
samuelebortolotti / bears
Codebase for BEARS Make Neuro-Symbolic Models Aware of their Reasoning Shortcuts.
bayesian-deep-learning neuro-symbolic-ai reasoning-shortcuts uncertainty
Language:Python 6
HannaAbiAkl / PSYCHIC
The official repository for the PSYCHIC model
distilbert distilbert-model entity-linking extractive-question-answering knowledge-graph neuro-symbolic neuro-symbolic-ai neuro-symbolic-hybrid-ai neuro-symbolic-learning question-answering sparql sparql-endpoints sparql-query transformers
Language:Jupyter Notebook 3
kracr / reonto-relation-extraction
ReOnto is a neuro-symbolic approach where we use ontologies and GNNs to extract relations from sentences.
graph-neural-network neuro-symbolic-ai ontology relation-extraction
Language:Python 2
tbohne / vehicle_diag_smach
Neuro-symbolic anomaly detection and complex fault diagnosis exemplified in the automotive domain.
fault-diagnosis knowledge-graphs neural-networks neuro-symbolic-ai
Language:Python 2
abriciof / sistema-neuro-simbolico
Arquivos da Implementação do método de Aprendizagem Relacional no paradigma de Sistemas Neuro-Simbólicos.
inteligencia-artificial neuro-symbolic-ai ufam cilp
Language:Jupyter Notebook 1
bio-ontology-research-group / catE
Category-theoretic representation of ALC theories
approximate-reasoning category-theory neuro-symbolic-ai ontology-embedding
Language:Python 1
hriaz17 / ELLEN
Code for "ELLEN: Extremely Lightly Supervised Learning For Efficient Named Entity Recognition" (LREC-COLING 2024)
language-model named-entity-recognition ner neuro-symbolic-learning self-training semi-supervised-learning deberta-v3-large heuristics linguistics masked-language-models neuro-symbolic-ai pos-tagging gpt-35-turbo gpt-4 gpt-4-turbo large-language-models
1
raffaelepojer / GNN-RBN-reasoning
Codebase for the paper "Generalized Reasoning with Graph Neural Networks by Relational Bayesian Network Encodings"
explainability gnn neuro-symbolic-ai rbn
Language:Python 1
rishabh-ranjan / ilploss
python package for fast solver-free training of neural ILP architectures
integer-linear-programming neuro-symbolic-ai pytorch differentiable-programming
Language:Python 1
CosmoLuminous / deep-learning-col775
Github repository for the assignments of course COL775: Deep Learning at IIT Delhi (Spring-23). Course Instructor: Prof. Parag Singla
clevrer deep-learning neuro-symbolic-ai spyder
Language:Jupyter Notebook 0
Pamasi / sgg_av
Scene Graph Generation in Autonomous Driving: a neuro-symbolic approach
explainable-ai logit-tensor-network kge neuro-symbolic-ai pandaset-dataset pytorch scene-graph-generation visual-relationship-detection
Language:Jupyter Notebook
unitn-sml / rsbench
Website for the "Benchmarks for Reasoning Shortcuts: When Machine Learning Concepts Go Astray" benchmark paper
benchmark neuro-symbolic-ai reasoning-shortcuts
Language:CSS