tommasocarraro / LTNtorch
PyTorch implementation of Logic Tensor Networks, a Neural-Symbolic framework.
☆96Updated 3 months ago
Alternatives and similar repositories for LTNtorch:
Users that are interested in LTNtorch are comparing it to the libraries listed below
- Neuro-Symbolic Reinforcement Learning: Logical Optimal Action (LOA), a novel RL with Logical Neural Network (LNN) on text-based games☆40Updated last year
- Deep Learning and Logical Reasoning from Data and Knowledge☆281Updated 2 months ago
- Neuro-Symbolic Hierarchical Rule Induction☆11Updated 2 years ago
- Python notebooks for a tutorial on neurosymbolic programming☆64Updated 9 months ago
- An explainable inference software supporting annotated, real valued, graph based and temporal logic☆196Updated 3 weeks ago
- This repository holds the code for the NeurIPS 2022 paper, Semantic Probabilistic Layers☆26Updated last year
- A curated paper list on neural symbolic and probabilistic logic.☆118Updated last year
- DeepProbLog is an extension of ProbLog that integrates Probabilistic Logic Programming with deep learning by introducing the neural predi…☆206Updated 5 months ago
- ☆41Updated last year
- From pixels to symbolic rule learning☆12Updated 3 years ago
- Scalable Neural-Probabilistic Answer Set Programming☆17Updated 7 months ago
- A `Neural = Symbolic` framework for sound and complete weighted real-value logic☆244Updated last year
- A collection of papers of neural-symbolic AI (mainly focus on NLP applications)☆251Updated 5 months ago
- Neuro-Symbolic Visual Question Answering on Sort-of-CLEVR using PyTorch☆53Updated 3 years ago
- The Neuro-Symbolic Forward Reasoner☆22Updated last year
- Deep relational learning through differentiable logic programming.☆101Updated 5 months ago
- Knowledge-Aware RL agents with Commonsense Reasoning☆75Updated 2 years ago
- Neuro-Symbolic AI Toolkit☆83Updated last year
- ☆16Updated last year
- ☆37Updated 2 months ago
- PyTorch implementation of Logic Tensor Networks, a Neural-Symbolic framework.☆26Updated 3 months ago
- ☆20Updated last year
- Codebase for the paper: Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts☆17Updated 10 months ago
- ☆123Updated last year
- ☆57Updated 11 months ago
- A Scalable Approximate Method for Probabilistic Neurosymbolic Inference☆14Updated last year
- Abstract Reasoning with Graph Abstractions (ARGA) implementation☆60Updated 6 months ago
- Scalable Training of Propositional Logical Neural Networks.☆13Updated 2 years ago
- ☆33Updated 3 weeks ago