arranger1044 / awesome-spnView external linksLinks
A structured list of resources about Sum-Product Networks (SPNs)
☆254Jan 5, 2021Updated 5 years ago
Alternatives and similar repositories for awesome-spn
Users that are interested in awesome-spn are comparing it to the libraries listed below
Sorting:
- Sum Product Flow: An Easy and Extensible Library for Sum-Product Networks☆306Updated this week
- Sum-Product Network learning routines in python☆27Jun 10, 2015Updated 10 years ago
- A curated collection of papers on probabilistic circuits, computational graphs encoding tractable probability distributions.☆51Feb 6, 2024Updated 2 years ago
- Mixed Sum-Product Networks: A Deep Architecture for Hybrid Domains☆16May 12, 2018Updated 7 years ago
- Library for learning and inference with Sum-product Networks☆23Feb 20, 2020Updated 5 years ago
- ☆53Aug 22, 2023Updated 2 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
- Implementation of Bayesian Sum-Product Networks☆13May 19, 2020Updated 5 years ago
- Implementation of Sum-Product Attend-Infer-Repeat☆31May 21, 2020Updated 5 years ago
- Sum-Product Networks in Python☆12Mar 23, 2014Updated 11 years ago
- A collection of commonly used datasets as benchmarks for density estimation in MaLe☆20Jul 15, 2019Updated 6 years ago
- Library for learning and inference with Sum-product Networks utilizing TensorFlow 2.x and Keras☆48Sep 4, 2025Updated 5 months ago
- Probabilistic Circuits in Julia☆10Dec 27, 2023Updated 2 years ago
- Code in support of the paper Continuous Mixtures of Tractable Probabilistic Models☆12Oct 12, 2024Updated last year
- Probabilistic Circuits from the Juice library☆106Jun 10, 2024Updated last year
- Core files of SPNz☆16Oct 17, 2017Updated 8 years ago
- An implementation of EinsumNetworks in PyTorch.☆23Jan 26, 2026Updated 3 weeks ago
- Code and supplementary material for "Automatic Bayesian Density Analysis", AAAI 19☆20Nov 21, 2018Updated 7 years ago
- The Python PSDD Package☆19Jul 20, 2025Updated 6 months ago
- ☆11Oct 6, 2017Updated 8 years ago
- Tensorflow code for "Hierarchical Decompositional Mixtures of Variational Autoencoders" (ICML'19)☆12Jun 7, 2020Updated 5 years ago
- Sum-product networks in Julia.☆37Dec 13, 2022Updated 3 years ago
- Logic Circuits from the Juice library☆50Jun 15, 2024Updated last year
- A free, open-source inference and learning library for Sum-Product Networks (SPN)☆24Jan 16, 2019Updated 7 years ago
- ☆15Jan 15, 2019Updated 7 years ago
- Logistic Circuits☆36Jul 10, 2019Updated 6 years ago
- Generative Forests in Python☆35Jul 6, 2023Updated 2 years ago
- An experimental implementation of sum-product networks with dense unitary transformations in leaves☆13Sep 8, 2022Updated 3 years ago
- PyTorch implementation for "HyperSPNs: Compact and Expressive Probabilistic Circuits", NeurIPS 2021☆13Oct 26, 2021Updated 4 years ago
- Probabilistic programming system for fast and exact symbolic inference☆85Jul 10, 2024Updated last year
- Code for NIPS 2015 "Gradient-Free Hamiltonian Monte Carlo via Effecient Kernel Exponential Families"☆26Jun 7, 2018Updated 7 years ago
- Question Dependent Recurrent Entity Network☆13Sep 21, 2017Updated 8 years ago
- miniplaces2 deep residual network in neon☆16Feb 5, 2016Updated 10 years ago
- ☆19Feb 6, 2019Updated 7 years ago
- Spectrum Bifurcation RG☆12Apr 18, 2016Updated 9 years ago
- ☆11Sep 29, 2021Updated 4 years ago
- ☆14Feb 1, 2024Updated 2 years ago
- Repository for the code of the paper "Neural Networks Regularization Through Class-wise Invariant Representation Learning".☆12Oct 1, 2017Updated 8 years ago
- Recursive Bayesian Networks☆11May 11, 2025Updated 9 months ago