alejandromolinaml / MSPNLinks
Mixed Sum-Product Networks: A Deep Architecture for Hybrid Domains
☆16Updated 7 years ago
Alternatives and similar repositories for MSPN
Users that are interested in MSPN are comparing it to the libraries listed below
Sorting:
- A collection of commonly used datasets as benchmarks for density estimation☆24Updated 5 years ago
- Sum-Product Network learning routines in python☆27Updated 9 years ago
- Code for UAI'19: Random Sum-Product Networks: A Simple and Effective Approach to Probabilistic Deep Learning☆37Updated 4 years ago
- A collection of commonly used datasets as benchmarks for density estimation in MaLe☆19Updated 5 years ago
- Library for learning and inference with Sum-product Networks☆23Updated 5 years ago
- Implementation of Bayesian Sum-Product Networks☆13Updated 5 years ago
- Code and supplementary material for "Automatic Bayesian Density Analysis", AAAI 19☆21Updated 6 years ago
- Code and supplemental material for "Sum-Product Autoencoding: Encoding and Decoding Representations using Sum-Product Networks"☆8Updated 7 years ago
- PyTorch implementation for "HyperSPNs: Compact and Expressive Probabilistic Circuits", NeurIPS 2021☆13Updated 3 years ago
- ☆52Updated last year
- An implementation of EinsumNetworks in PyTorch.☆21Updated 2 weeks ago
- A curated collection of papers on probabilistic circuits, computational graphs encoding tractable probability distributions.☆50Updated last year
- Online structure learning of sum product networks☆9Updated 8 years ago
- Generative Forests in Python☆35Updated last year
- ☆19Updated 2 years ago
- First-order knowledge compilation for lifted probabilistic inference☆11Updated 7 years ago
- Code in support of the paper Continuous Mixtures of Tractable Probabilistic Models☆11Updated 7 months ago
- Library for learning and inference with Sum-product Networks utilizing TensorFlow 2.x and Keras☆48Updated 4 years ago
- A Python Library for Deep Probabilistic Modeling☆61Updated 7 months ago
- Scalable training and inference for Probabilistic Circuits☆65Updated 2 weeks ago
- Probabilistic Circuits from the Juice library☆106Updated 11 months ago
- Sum Product Flow: An Easy and Extensible Library for Sum-Product Networks☆299Updated last week
- ☆12Updated 2 years ago
- ☆15Updated 6 years ago
- Lossless compression using Probabilistic Circuits☆16Updated 3 years ago
- ☆25Updated this week
- Probabilistic programming system for fast and exact symbolic inference☆79Updated 10 months ago
- ☆19Updated last year
- Code for Deep Structured Mixtures of Gaussian Processes (DSMGPs)☆11Updated 3 years ago
- A structured list of resources about Sum-Product Networks (SPNs)☆254Updated 4 years ago