Codebase for the paper: Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts
☆24Mar 4, 2024Updated 2 years ago
Alternatives and similar repositories for reasoning-shortcuts
Users that are interested in reasoning-shortcuts are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Reasoning over weighted algebraic and logical constraints☆26Apr 30, 2026Updated 4 months ago
- This repository holds the code for the NeurIPS 2022 paper, Semantic Probabilistic Layers☆33Dec 4, 2023Updated 2 years ago
- ☆18Jan 17, 2023Updated 3 years ago
- Updated code base for GlanceNets: Interpretable, Leak-proof Concept-based models☆26Jun 28, 2023Updated 3 years ago
- A Scalable Approximate Method for Probabilistic Neurosymbolic Inference☆26Jan 27, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Codebase for VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming☆26Jun 30, 2023Updated 3 years ago
- PyPSDD porting to Python 3 + PyTorch equivalent tree construction.☆16Jun 7, 2023Updated 3 years ago
- Official codebase for the "A Neuro-Symbolic Benchmark Suite for Concept Quality and Reasoning Shortcuts" benchmark paper.☆12Feb 3, 2025Updated last year
- A collection of commonly used datasets as benchmarks for density estimation☆23Dec 16, 2019Updated 6 years ago
- Code in support of the paper Continuous Mixtures of Tractable Probabilistic Models☆12Oct 12, 2024Updated last year
- Sparse Circuits on the GPU (ICLR2025)☆28Aug 25, 2026Updated last month
- ☆11Jul 6, 2023Updated 3 years ago
- Zero-suppressed Sentential Decision Diagrams☆12Aug 23, 2021Updated 5 years ago
- Repository associated to the paper: "Explaining the Explainers in Graph Neural Networks: a Comparative Study"☆38Oct 4, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Codebase for Neuro-Symbolic Continual Learning.☆26Aug 21, 2023Updated 3 years ago
- Mixed Sum-Product Networks: A Deep Architecture for Hybrid Domains☆16May 12, 2018Updated 8 years ago
- We integrate discrete diffusion models with neurosymbolic predictors for scalable and calibrated learning and reasoning☆62May 1, 2026Updated 4 months ago
- ☆18May 23, 2025Updated last year
- Resources for Tutorial on Neuro-Symbolic Representations for IR☆15Jul 23, 2023Updated 3 years ago
- Python package for Sentential Decision Diagrams (SDD)☆74Dec 15, 2025Updated 9 months ago
- List of papers on robust Bayesian optimization☆17Dec 2, 2021Updated 4 years ago
- An implementation of EinsumNetworks in PyTorch.☆23Jan 26, 2026Updated 8 months ago
- Library for learning and inference with Sum-product Networks☆23Feb 20, 2020Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Generative Forests in Python☆35Jul 6, 2023Updated 3 years ago
- HyPe: Better Pre-trained Language Model Fine-tuning with Hidden Representation Perturbation [ACL 2023]☆14Jul 11, 2023Updated 3 years ago
- Empirical Model Learning Library☆19Mar 25, 2023Updated 3 years ago
- Code Roberta version of RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder☆10Mar 16, 2023Updated 3 years ago
- Official codebase for the paper "Provable concept learning for interpretable predictions using variational inference".☆15Apr 4, 2022Updated 4 years ago
- code for icml paper: https://arxiv.org/abs/1711.03243v3☆12Jul 8, 2018Updated 8 years ago
- ☆14Jun 18, 2023Updated 3 years ago
- Very Simple and Basic Implementation of Compositional Pattern Producing Network in TensorFlow☆11Nov 27, 2019Updated 6 years ago
- Repository for Knowledge Enhanced Machine Learning Pipeline (KEMLP)☆10Jun 5, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Tensorflow implementation of SNAIL and RL2☆11Aug 17, 2019Updated 7 years ago
- XAI Library☆21Nov 26, 2025Updated 10 months ago
- PyTorch library for synthesizing programs from natural language☆18Jul 25, 2024Updated 2 years ago
- Cayley Dickson algebra implementation in python☆13Jan 3, 2019Updated 7 years ago
- ☆21Jan 12, 2024Updated 2 years ago
- Code for ACL 2023 Oral Paper: ManagerTower: Aggregating the Insights of Uni-Modal Experts for Vision-Language Representation Learning☆12Aug 23, 2025Updated last year
- [ICML2022] "Identity-Disentangled Adversarial Augmentation for Self-Supervised Learning"☆10Jul 24, 2022Updated 4 years ago