logictensornetworks / LTNtorchLinks
PyTorch implementation of Logic Tensor Networks, a Neural-Symbolic framework.
☆27Updated 10 months ago
Alternatives and similar repositories for LTNtorch
Users that are interested in LTNtorch are comparing it to the libraries listed below
Sorting:
- Neuro-Symbolic AI Toolkit☆96Updated 2 years ago
- PyTorch implementation of Logic Tensor Networks, a Neural-Symbolic framework.☆121Updated 10 months ago
- Implementation of "SALSA-CLRS: A Sparse and Scalable Benchmark for Algorithmic Reasoning". SALSA-CLRS is an extension to the original clr…☆18Updated last year
- Neuro-Symbolic Reinforcement Learning: Logical Optimal Action (LOA), a novel RL with Logical Neural Network (LNN) on text-based games☆47Updated 3 months ago
- Deep Learning and Logical Reasoning from Data and Knowledge☆307Updated 8 months ago
- DeepProbLog is an extension of ProbLog that integrates Probabilistic Logic Programming with deep learning by introducing the neural predi…☆254Updated 11 months ago
- Deep relational learning through differentiable logic programming.☆106Updated last year
- Neuro-Symbolic Hierarchical Rule Induction☆14Updated 2 years ago
- ☆46Updated last year
- DeepLogic: Towards End-to-End Differentiable Logical Reasoning☆25Updated 5 years ago
- Neural Logic Inductive Learning☆44Updated 3 years ago
- How to Turn Your Knowledge Graph Embeddings into Generative Models☆51Updated last year
- 🔗 LINC: Logical Inference via Neurosymbolic Computation [EMNLP2023]☆71Updated last year
- A curated paper list on neural symbolic and probabilistic logic.☆128Updated last year
- Neuro-Symbolic Visual Question Answering on Sort-of-CLEVR using PyTorch☆57Updated 3 years ago
- A Scalable Approximate Method for Probabilistic Neurosymbolic Inference☆15Updated 6 months ago
- Codebase for VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming☆20Updated 2 years ago
- Logic Explained Networks is a python repository implementing explainable-by-design deep learning models.☆50Updated 2 years ago
- Python package for Sentential Decision Diagrams (SDD)☆63Updated 5 months ago
- A `Neural = Symbolic` framework for sound and complete weighted real-value logic☆276Updated 2 weeks ago
- Code for the paper LeanReasoner: Boosting Complex Logical Reasoning with Lean: https://arxiv.org/pdf/2403.13312.pdf☆22Updated last year
- ☆18Updated 3 years ago
- ☆35Updated 7 months ago
- A libary for using and learning symbolic rules for knowledge graphs☆40Updated 7 months ago
- Conditional Theorem Proving☆53Updated 4 years ago
- ☆34Updated last year
- PyTorch Implementation of the paper "A Neuro-vector-symbolic architecture for Solving Raven's Progressive Matrices" published in Nature M…☆94Updated 2 years ago
- Scalable Neural-Probabilistic Answer Set Programming☆17Updated last year
- Codebase for the paper: Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts☆21Updated last year
- A collection of papers of neural-symbolic AI (mainly focus on NLP applications)☆277Updated 11 months ago