ema-marconato / reasoning-shortcutsLinks
Codebase for the paper: Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts
☆20Updated last year
Alternatives and similar repositories for reasoning-shortcuts
Users that are interested in reasoning-shortcuts are comparing it to the libraries listed below
Sorting:
- This repository holds the code for the NeurIPS 2022 paper, Semantic Probabilistic Layers☆27Updated last year
- Codebase for VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming☆20Updated last year
- a python framework to build, learn and reason about probabilistic circuits and tensor networks☆106Updated last week
- ☆34Updated 6 months ago
- The Neuro-Symbolic Forward Reasoner☆24Updated 2 years ago
- A Scalable Approximate Method for Probabilistic Neurosymbolic Inference☆15Updated 4 months ago
- PyTorch implementation for "HyperSPNs: Compact and Expressive Probabilistic Circuits", NeurIPS 2021☆13Updated 3 years ago
- ☆19Updated 2 years ago
- ☆52Updated last year
- Neuro-Symbolic Hierarchical Rule Induction☆14Updated 2 years ago
- How to Turn Your Knowledge Graph Embeddings into Generative Models☆52Updated 11 months ago
- An implementation of EinsumNetworks in PyTorch.☆21Updated last month
- Scalable training and inference for Probabilistic Circuits☆67Updated last week
- Logic Explained Networks is a python repository implementing explainable-by-design deep learning models.☆50Updated 2 years ago
- Updated code base for GlanceNets: Interpretable, Leak-proof Concept-based models☆25Updated last year
- ☆19Updated 2 years ago
- CausalFlows: A library for Causal Normalizing Flows in Pytorch☆22Updated last month
- A curated paper list on neural symbolic and probabilistic logic.☆129Updated last year
- Repository of PIXAR, a Pixel-based Auto-Regressive Language Model☆11Updated 7 months ago
- Codebase for Neuro-Symbolic Continual Learning.☆22Updated last year
- ☆45Updated last year
- ZeroC is a neuro-symbolic method that trained with elementary visual concepts and relations, can zero-shot recognize and acquire more com…☆32Updated 2 years ago
- Python package for Sentential Decision Diagrams (SDD)☆62Updated 4 months ago
- ☆10Updated 4 years ago
- Neural Markov Logic Networks☆11Updated 3 years ago
- ☆44Updated 3 years ago
- Code for UAI'19: Random Sum-Product Networks: A Simple and Effective Approach to Probabilistic Deep Learning☆37Updated 5 years ago
- A curated collection of papers on probabilistic circuits, computational graphs encoding tractable probability distributions.☆50Updated last year
- A collection of commonly used datasets as benchmarks for density estimation☆24Updated 5 years ago
- ☆27Updated last year