tommasocarraro / LTNtorch
PyTorch implementation of Logic Tensor Networks, a Neural-Symbolic framework.
☆90Updated last month
Related projects ⓘ
Alternatives and complementary repositories for LTNtorch
- Neuro-Symbolic Reinforcement Learning: Logical Optimal Action (LOA), a novel RL with Logical Neural Network (LNN) on text-based games☆39Updated last year
- Deep Learning and Logical Reasoning from Data and Knowledge☆276Updated last week
- Neuro-Symbolic Hierarchical Rule Induction☆11Updated last year
- DeepProbLog is an extension of ProbLog that integrates Probabilistic Logic Programming with deep learning by introducing the neural predi…☆198Updated 3 months ago
- Python notebooks for a tutorial on neurosymbolic programming☆62Updated 7 months ago
- A curated paper list on neural symbolic and probabilistic logic.☆114Updated last year
- This repository holds the code for the NeurIPS 2022 paper, Semantic Probabilistic Layers☆26Updated 11 months ago
- The Neuro-Symbolic Forward Reasoner☆22Updated last year
- ☆40Updated last year
- Knowledge-Aware RL agents with Commonsense Reasoning☆75Updated 2 years ago
- ☆15Updated last year
- PyTorch implementation of Logic Tensor Networks, a Neural-Symbolic framework.☆25Updated last month
- An explainable inference software supporting annotated, real valued, graph based and temporal logic☆181Updated this week
- From pixels to symbolic rule learning☆12Updated 3 years ago
- Deep relational learning through differentiable logic programming.☆100Updated 4 months ago
- ☆54Updated 10 months ago
- A Scalable Approximate Method for Probabilistic Neurosymbolic Inference☆14Updated last year
- ☆20Updated 10 months ago
- A collection of papers of neural-symbolic AI (mainly focus on NLP applications)☆242Updated 3 months ago
- Official Release of NeurIPS 2020 Spotlight paper "Generative Neurosymbolic Machines"☆35Updated 8 months ago
- ☆33Updated 9 months ago
- Neuro-Symbolic Visual Question Answering on Sort-of-CLEVR using PyTorch☆53Updated 3 years ago
- Neuro-Symbolic AI Toolkit☆79Updated last year
- Codebase for the paper: Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts☆16Updated 8 months ago
- Codebase for VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming☆19Updated last year
- Learning Algebraic Representation for Systematic Generalization in Abstract Reasoning☆12Updated 2 years ago
- A `Neural = Symbolic` framework for sound and complete weighted real-value logic☆236Updated 11 months ago
- Scalable Neural-Probabilistic Answer Set Programming☆17Updated 6 months ago
- Abstract Reasoning with Graph Abstractions (ARGA) implementation☆59Updated 4 months ago