Loopy belief propagation for factor graphs on discrete variables, in JAX!
☆66Oct 7, 2024Updated last year
Alternatives and similar repositories for PGMax
Users that are interested in PGMax are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Loopy belief propagation for factor graphs on discrete variables in JAX☆166Oct 18, 2024Updated last year
- u-MPS implementation and experimentation code used in the paper Tensor Networks for Probabilistic Sequence Modeling (https://arxiv.org/ab…☆19Jul 2, 2020Updated 6 years ago
- PyTorch implementation for "HyperSPNs: Compact and Expressive Probabilistic Circuits", NeurIPS 2021☆13Oct 26, 2021Updated 4 years ago
- Tools for the symbolic manipulation of PyMC models, Theano, and TensorFlow graphs.☆65Mar 20, 2024Updated 2 years ago
- Very deep VAEs in JAX/Flax☆47Jun 16, 2021Updated 5 years ago
- 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.
- Generic API for dispatch to Pyro backends.☆16Feb 13, 2022Updated 4 years ago
- A library that allows for inference on probabilistic models☆275Oct 18, 2023Updated 2 years ago
- The uncompromising Jupyter notebook formatter.☆14Jan 26, 2024Updated 2 years ago
- Map single-cell transcriptomes to copy number evolutionary trees.☆14Aug 18, 2024Updated 2 years ago
- Documentation:☆132May 22, 2023Updated 3 years ago
- This is a collection of code samples aimed at illustrating temporal parallelization methods for sequential data.☆34Sep 15, 2023Updated 3 years ago
- Inference in Bayesian Networks with R☆12Feb 6, 2023Updated 3 years ago
- Bayesian model reduction for probabilistic machine learning☆11Jul 3, 2025Updated last year
- ☆15Oct 7, 2022Updated 3 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.☆331Mar 20, 2024Updated 2 years ago
- E.T. Jaynes home phone.☆45Jan 11, 2021Updated 5 years ago
- Lightweight library of stochastic gradient MCMC algorithms written in JAX.☆106Oct 23, 2023Updated 2 years ago
- Bayesian learning and inference for state space models (SSMs) using Google Research's JAX as a backend☆64Jun 17, 2024Updated 2 years ago
- Probabilistic numerical finite differences. Compute finite difference weights and differentiation matrices on scattered data sites and wi…☆15May 8, 2023Updated 3 years ago
- A Python package for probabilistic state space modeling with JAX☆1,009Sep 16, 2026Updated last week
- An implementation of DreamerV2 written in JAX, with support for running multiple random seeds of an experiment on a single GPU.☆18Jan 16, 2023Updated 3 years ago
- Fine-Tuning Pre-trained Transformers into Decaying Fast Weights☆20Oct 9, 2022Updated 3 years ago
- Jax SSM Library☆48Nov 24, 2022Updated 3 years ago
- 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.
- Oryx is a library for probabilistic programming and deep learning built on top of Jax.☆328Sep 10, 2026Updated 2 weeks ago
- Finding the causality in biological pathways☆14Jul 12, 2023Updated 3 years ago
- Implementation of Bayesian Sum-Product Networks☆13May 19, 2020Updated 6 years ago
- Reference implementation of variational sequential Monte Carlo proposed by Naesseth et al. "Variational Sequential Monte Carlo" (2018)☆67Apr 29, 2019Updated 7 years ago
- Movies Recommendation with Hierarchical Poisson Factorization in Edward☆18Jun 20, 2017Updated 9 years ago
- Automatic Reparameterisation of Probabilistic Programs☆36Jun 11, 2020Updated 6 years ago
- Code for the paper: https://arxiv.org/pdf/2309.06979.pdf☆21Jul 29, 2024Updated 2 years ago
- ☆14Jul 23, 2015Updated 11 years ago
- Calculate indel trajectory likelihoods using methods of Miklós, Lunter & Holmes (2004), De Maio (2020), and Holmes (2020)☆14Sep 17, 2022Updated 4 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.
- Agent models implemented with Pyro☆11Jul 11, 2023Updated 3 years ago
- ☆655Sep 16, 2026Updated last week
- Simplistic Pytorch Implementation of the Dreamer-RL☆20May 7, 2025Updated last year
- Domain and problem PDDL parser in Python3 using ply.☆13Aug 21, 2018Updated 8 years ago
- Sum-product networks in Julia.☆36Dec 13, 2022Updated 3 years ago
- BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.☆1,127Sep 18, 2026Updated last week
- ☆11Jun 17, 2016Updated 10 years ago