Library for learning and inference with Sum-product Networks
☆23Feb 20, 2020Updated 6 years ago
Alternatives and similar repositories for libspn
Users that are interested in libspn are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Mixed Sum-Product Networks: A Deep Architecture for Hybrid Domains☆16May 12, 2018Updated 8 years ago
- Library for learning and inference with Sum-product Networks utilizing TensorFlow 2.x and Keras☆48Sep 4, 2025Updated 10 months ago
- Implementation of Bayesian Sum-Product Networks☆13May 19, 2020Updated 6 years ago
- A structured list of resources about Sum-Product Networks (SPNs)☆254Jan 5, 2021Updated 5 years ago
- Sum Product Flow: An Easy and Extensible Library for Sum-Product Networks☆312Apr 14, 2026Updated 3 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Code for UAI'19: Random Sum-Product Networks: A Simple and Effective Approach to Probabilistic Deep Learning☆38Jun 7, 2020Updated 6 years ago
- Tensorflow code for "Hierarchical Decompositional Mixtures of Variational Autoencoders" (ICML'19)☆12Jun 7, 2020Updated 6 years ago
- A collection of commonly used datasets as benchmarks for density estimation in MaLe☆20Jul 15, 2019Updated 7 years ago
- Sum-Product Network learning routines in python☆27Jun 10, 2015Updated 11 years ago
- Implementation of Sum-Product Attend-Infer-Repeat☆31May 21, 2020Updated 6 years ago
- First-order knowledge compilation for lifted probabilistic inference☆11Jun 14, 2017Updated 9 years ago
- Core files of SPNz☆16Oct 17, 2017Updated 8 years ago
- Generative Forests in Python☆35Jul 6, 2023Updated 3 years ago
- Code and supplementary material for "Automatic Bayesian Density Analysis", AAAI 19☆20Nov 21, 2018Updated 7 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆15Jan 15, 2019Updated 7 years ago
- PyPSDD porting to Python 3 + PyTorch equivalent tree construction.☆16Jun 7, 2023Updated 3 years ago
- A free, open-source inference and learning library for Sum-Product Networks (SPN)☆25Jan 16, 2019Updated 7 years ago
- ☆53Aug 22, 2023Updated 2 years ago
- Repository of PIXAR, a Pixel-based Auto-Regressive Language Model☆20Sep 15, 2025Updated 10 months ago
- Official implementation of "Learning Proposals for Practical Energy-Based Regression", AISTATS 2022.☆13Feb 4, 2023Updated 3 years ago
- A curated collection of papers on probabilistic circuits, computational graphs encoding tractable probability distributions.☆51Feb 6, 2024Updated 2 years ago
- Squared Non-monotonic Probabilistic Circuits☆25Jan 16, 2025Updated last year
- Codebase for the paper: Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts☆25Mar 4, 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 Scalable Approximate Method for Probabilistic Neurosymbolic Inference☆25Jan 27, 2025Updated last year
- Graph-Structured Sum-Product Networks (GraphSPN), AAAI'18☆10May 8, 2022Updated 4 years ago
- Logistic Circuits☆35Jul 10, 2019Updated 7 years ago
- Sparse Circuits on the GPU (ICLR2025)☆26Jun 18, 2026Updated last month
- Multi-agent active perception with prediction rewards☆12Nov 13, 2020Updated 5 years ago
- This repository holds the code for the NeurIPS 2022 paper, Semantic Probabilistic Layers☆33Dec 4, 2023Updated 2 years ago
- Sampling via Moment Sharing☆11Jul 29, 2015Updated 10 years ago
- React Froala Editor. A react component wrapping Froala Editor.☆12Sep 15, 2016Updated 9 years ago
- Deep Kernel Survival Analysis and Subject-Specific Survival Time Prediction Intervals☆13Oct 1, 2021Updated 4 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.
- Probabilistic Circuits in Julia☆10Dec 27, 2023Updated 2 years ago
- ProBO: Versatile Bayesian Optimization Using Any Probabilistic Programming Language☆16Jul 4, 2019Updated 7 years ago
- Multi-Source Domain Attention☆14Oct 21, 2020Updated 5 years ago
- CausalFlows: A library for Causal Normalizing Flows in Pytorch☆33Apr 30, 2025Updated last year
- Code for the ICML 2020 publication "Information Particle Filter Tree: An Online Algorithm for POMDPs with Belief-Based Rewards on Continu…☆14Jul 3, 2020Updated 6 years ago
- Sum-Product Networks in Python☆12Mar 23, 2014Updated 12 years ago
- Python package for Dec-POMDP files in the .dpomdp format☆11Oct 28, 2022Updated 3 years ago