Mixed Sum-Product Networks: A Deep Architecture for Hybrid Domains
☆16May 12, 2018Updated 7 years ago
Alternatives and similar repositories for MSPN
Users that are interested in MSPN are comparing it to the libraries listed below
Sorting:
- Sum-Product Network learning routines in python☆27Jun 10, 2015Updated 10 years ago
- Library for learning and inference with Sum-product Networks☆23Feb 20, 2020Updated 6 years ago
- Code and supplementary material for "Automatic Bayesian Density Analysis", AAAI 19☆20Nov 21, 2018Updated 7 years ago
- A collection of commonly used datasets as benchmarks for density estimation☆24Dec 16, 2019Updated 6 years ago
- PyTorch implementation for "HyperSPNs: Compact and Expressive Probabilistic Circuits", NeurIPS 2021☆13Oct 26, 2021Updated 4 years ago
- Implementation of Sum-Product Attend-Infer-Repeat☆31May 21, 2020Updated 5 years ago
- Library for learning and inference with Sum-product Networks utilizing TensorFlow 2.x and Keras☆48Sep 4, 2025Updated 6 months ago
- A collection of commonly used datasets as benchmarks for density estimation in MaLe☆20Jul 15, 2019Updated 6 years ago
- Code for UAI'19: Random Sum-Product Networks: A Simple and Effective Approach to Probabilistic Deep Learning☆37Jun 7, 2020Updated 5 years ago
- Sum Product Flow: An Easy and Extensible Library for Sum-Product Networks☆309Updated this week
- First-order knowledge compilation for lifted probabilistic inference☆11Jun 14, 2017Updated 8 years ago
- Code in support of the paper Continuous Mixtures of Tractable Probabilistic Models☆12Oct 12, 2024Updated last year
- Repository of PIXAR, a Pixel-based Auto-Regressive Language Model☆17Sep 15, 2025Updated 5 months ago
- ☆53Aug 22, 2023Updated 2 years ago
- Zero-suppressed Sentential Decision Diagrams☆12Aug 23, 2021Updated 4 years ago
- A structured list of resources about Sum-Product Networks (SPNs)☆254Jan 5, 2021Updated 5 years ago
- Reasoning over weighted algebraic and logical constraints☆26Feb 25, 2026Updated last week
- PyPSDD porting to Python 3 + PyTorch equivalent tree construction.☆16Jun 7, 2023Updated 2 years ago
- ☆15Jan 15, 2019Updated 7 years ago
- Sparse Circuits on the GPU (ICLR2025)☆21Dec 25, 2025Updated 2 months ago
- Sum-product networks in Julia.☆37Dec 13, 2022Updated 3 years ago
- Probabilistic Circuits from the Juice library☆106Jun 10, 2024Updated last year
- Probabilistic programming system for fast and exact symbolic inference☆86Jul 10, 2024Updated last year
- Core files of SPNz☆16Oct 17, 2017Updated 8 years ago
- A curated collection of papers on probabilistic circuits, computational graphs encoding tractable probability distributions.☆51Feb 6, 2024Updated 2 years ago
- How to Turn Your Knowledge Graph Embeddings into Generative Models☆55Jul 10, 2024Updated last year
- Posit Arithmetic Cores generated with FloPoCo☆28Jun 25, 2024Updated last year
- Codebase for the paper: Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts☆23Mar 4, 2024Updated 2 years ago
- An implementation of EinsumNetworks in PyTorch.☆23Jan 26, 2026Updated last month
- CausalFlows: A library for Causal Normalizing Flows in Pytorch☆30Apr 30, 2025Updated 10 months ago
- A Python Library for Deep Probabilistic Modeling☆63Oct 25, 2024Updated last year
- Squared Non-monotonic Probabilistic Circuits☆25Jan 16, 2025Updated last year
- ☆23Jun 12, 2023Updated 2 years ago
- This repository holds the code for the NeurIPS 2022 paper, Semantic Probabilistic Layers☆32Dec 4, 2023Updated 2 years ago
- Learning Perceptual Inference by Contrasting☆27Apr 28, 2022Updated 3 years ago
- Logistic Circuits☆36Jul 10, 2019Updated 6 years ago
- Official codebase for the "A Neuro-Symbolic Benchmark Suite for Concept Quality and Reasoning Shortcuts" benchmark paper.☆11Feb 3, 2025Updated last year
- mdBook preprocessor for indexing☆18Feb 20, 2026Updated 2 weeks ago
- Python library for fitting massive mixture models using DP priors and GPU computation.☆23Apr 7, 2016Updated 9 years ago