IBM / LNNLinks
A `Neural = Symbolic` framework for sound and complete weighted real-value logic
☆268Updated last month
Alternatives and similar repositories for LNN
Users that are interested in LNN are comparing it to the libraries listed below
Sorting:
- Neuro-Symbolic AI Toolkit☆92Updated last year
- PyTorch implementation of Logic Tensor Networks, a Neural-Symbolic framework.☆115Updated 8 months ago
- Neuro-Symbolic Reinforcement Learning: Logical Optimal Action (LOA), a novel RL with Logical Neural Network (LNN) on text-based games☆46Updated last month
- DeepProbLog is an extension of ProbLog that integrates Probabilistic Logic Programming with deep learning by introducing the neural predi…☆240Updated 10 months ago
- Python notebooks for a tutorial on neurosymbolic programming☆75Updated last year
- Deep Learning and Logical Reasoning from Data and Knowledge☆298Updated 7 months ago
- An explainable inference software supporting annotated, real valued, graph based and temporal logic☆267Updated last week
- Knowledge-Aware RL agents with Commonsense Reasoning☆79Updated 3 years ago
- PyTorch Implementation of the paper "A Neuro-vector-symbolic architecture for Solving Raven's Progressive Matrices" published in Nature M…☆92Updated 2 years ago
- PyTorch implementation of Logic Tensor Networks, a Neural-Symbolic framework.☆26Updated 8 months ago
- A collection of papers of neural-symbolic AI (mainly focus on NLP applications)☆275Updated 10 months ago
- Neuro-Symbolic Visual Question Answering on Sort-of-CLEVR using PyTorch☆56Updated 3 years ago
- Scalable Training of Propositional Logical Neural Networks.☆13Updated 3 years ago
- 🔗 LINC: Logical Inference via Neurosymbolic Computation [EMNLP2023]☆70Updated last year
- ☆207Updated last year
- Deep relational learning through differentiable logic programming.☆105Updated 11 months ago
- Abstract Reasoning with Graph Abstractions (ARGA) implementation☆61Updated 11 months ago
- ☆126Updated last year
- A curated paper list on neural symbolic and probabilistic logic.☆129Updated last year
- Materials for ConceptARC paper☆95Updated 7 months ago
- Demo for Neuro-Symbolic Agent (LOA)☆15Updated 2 years ago
- Scalable Neural-Probabilistic Answer Set Programming☆17Updated last year
- ☆33Updated last year
- ☆67Updated 3 years ago
- A service that parses a sentence using AMR and returns a set of Verbnet logic predicates grounded with the roles of the input sentence.☆13Updated 3 years ago
- A HOL-based framework for reasoning over knowledge graphs☆25Updated 8 months ago
- PyNeuraLogic lets you use Python to create Differentiable Logic Programs☆293Updated last month
- PyTorch Explain: Interpretable Deep Learning in Python.☆156Updated last year
- The Neuro-Symbolic Forward Reasoner☆24Updated 2 years ago
- Composable inference algorithms with LLMs and programmable logic☆69Updated 6 months ago