A curated collection of papers on probabilistic circuits, computational graphs encoding tractable probability distributions.
☆51Feb 6, 2024Updated 2 years ago
Alternatives and similar repositories for probabilistic-circuits
Users that are interested in probabilistic-circuits are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Generative Forests in Python☆35Jul 6, 2023Updated 3 years ago
- Official repository for "Logically Consistent Language Models via Neuro-Symbolic Integration", accepted at ICLR 2025.☆12Mar 11, 2025Updated last year
- PyTorch implementation for "HyperSPNs: Compact and Expressive Probabilistic Circuits", NeurIPS 2021☆13Oct 26, 2021Updated 5 years ago
- Probabilistic Circuits from the Juice library☆107Jun 10, 2024Updated 2 years ago
- Code in support of the paper Continuous Mixtures of Tractable Probabilistic Models☆12Oct 12, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A collection of commonly used datasets as benchmarks for density estimation in MaLe☆20Jul 15, 2019Updated 7 years ago
- A Scalable Approximate Method for Probabilistic Neurosymbolic Inference☆26Jan 27, 2025Updated last year
- PyPSDD porting to Python 3 + PyTorch equivalent tree construction.☆15Jun 7, 2023Updated 3 years ago
- ☆54Aug 22, 2023Updated 3 years ago
- A structured list of resources about Sum-Product Networks (SPNs)☆254Jan 5, 2021Updated 5 years ago
- This repository holds the code for the NeurIPS 2022 paper, Semantic Probabilistic Layers☆33Dec 4, 2023Updated 2 years ago
- A collection of commonly used datasets as benchmarks for density estimation☆23Dec 16, 2019Updated 6 years ago
- Logic Circuits from the Juice library☆52Jun 15, 2024Updated 2 years ago
- DeepLog: the PyTorch for neurosymbolic AI☆25Updated this week
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Library for learning and inference with Sum-product Networks utilizing TensorFlow 2.x and Keras☆48Sep 4, 2025Updated last year
- Sum Product Flow: An Easy and Extensible Library for Sum-Product Networks☆314Apr 14, 2026Updated 6 months ago
- Codebase for the paper: Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts☆24Mar 4, 2024Updated 2 years ago
- An implementation of EinsumNetworks in PyTorch.☆23Jan 26, 2026Updated 9 months ago
- Probabilistic programming system for fast and exact symbolic inference☆86Apr 12, 2026Updated 6 months ago
- First-order knowledge compilation for lifted probabilistic inference☆11Jun 14, 2017Updated 9 years ago
- Reasoning over weighted algebraic and logical constraints☆26Apr 30, 2026Updated 6 months ago
- The Juice package for circuits in artificial intelligence, both logic and probabilistic☆12Mar 8, 2022Updated 4 years ago
- ☆24Jun 12, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Mixed Sum-Product Networks: A Deep Architecture for Hybrid Domains☆16May 12, 2018Updated 8 years ago
- PyTorch implementation for "Probabilistic Circuits for Variational Inference in Discrete Graphical Models", NeurIPS 2020☆17Oct 11, 2021Updated 5 years ago
- Official codebase for the "A Neuro-Symbolic Benchmark Suite for Concept Quality and Reasoning Shortcuts" benchmark paper.☆12Oct 21, 2026Updated last week
- Implementation of Sum-Product Attend-Infer-Repeat☆31May 21, 2020Updated 6 years ago
- An experimental implementation of sum-product networks with dense unitary transformations in leaves☆13Sep 8, 2022Updated 4 years ago
- Logistic Circuits☆35Jul 10, 2019Updated 7 years ago
- An Online Latent Dirichlet Allocation with Infinite Vocabulary implementation in Python.☆12Oct 4, 2018Updated 8 years ago
- Scalable training and inference for Probabilistic Circuits☆107Updated this week
- 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.
- We integrate discrete diffusion models with neurosymbolic predictors for scalable and calibrated learning and reasoning☆63May 1, 2026Updated 6 months ago
- Exact inference for discrete probabilistic programs. (Research code, more documentation and ergonomics to come)☆89Mar 15, 2025Updated last year
- ☆18Jan 17, 2023Updated 3 years ago
- Updated code base for GlanceNets: Interpretable, Leak-proof Concept-based models☆26Jun 28, 2023Updated 3 years ago
- Concept2vec Metrics for Evaluating Quality of Embeddings for Ontological Concepts☆16Oct 22, 2018Updated 8 years ago
- a python framework to build, learn and reason about probabilistic circuits and tensor networks☆145Sep 24, 2026Updated last month
- The Python PSDD Package☆18Jul 20, 2025Updated last year