PGMax
Belief Propagation Algorithm
An implementation of Loopy belief propagation for factor graphs using the JAX library in Python.
Loopy belief propagation for factor graphs on discrete variables, in JAX!
Archived
64 stars
6 watching
9 forks
Language: Python
last commit: 4 months ago
Linked from 1 awesome list
jaxpython
n2cholas/awesome-jaxRelated projects:
| Repository | Description | Stars |
|---|---|---|
 jaxgaussianprocesses/gpjax | Provides a low-level interface to Gaussian process models in JAX for flexible extension and customisation | 467 |
 kentsommer/pytorch-value-iteration-networks | A PyTorch implementation of Value Iteration Networks (VINs) for solving gridworld problems. | 318 |
 chrism2671/pytrendfollow | A systematic futures trading framework using trend following algorithms and interacting with multiple data sources | 379 |
 supriya-gdptl/stwalk | An implementation of an algorithm for learning trajectory representations in temporal graphs | 18 |
 hubfire/muti-branch-ddpg-carla | An implementation of a reinforcement learning algorithm using multi-branch architecture and Deep Deterministic Policy Gradients (DDPG) to control autonomous vehicles in simulation environments. | 81 |
 zhegan27/tsbn_code_nips2015 | This Matlab code implements a deep learning model for sequence modeling using a novel belief network architecture. | 48 |
 deloitteoptimalreality/graphqlclient.jl | A Julia package for seamless GraphQL integration with servers | 47 |
 pietermartin/sqlg | An open-source implementation of a graph database layer on top of relational databases using TinkerPop3. | 247 |
 github-pengge/pytorch-progressive_growing_of_gans | An implementation of Progressive Growing of GANs using PyTorch | 580 |
 benedekrozemberczki/sgcn | An implementation of a deep learning algorithm for graph data | 270 |
 claws-lab/jodie | A PyTorch implementation of a representation learning framework for dynamic temporal networks | 362 |
 onlytailei/carla_cil_pytorch | Implementation of a conditional imitation learning policy in PyTorch for autonomous driving using the Carla dataset. | 65 |
 floringogianu/categorical-dqn | An implementation of reinforcement learning algorithm using PyTorch and designed to work with Atari games. | 96 |
 mpgn/cve-2019-0192 | A proof of concept project demonstrating a remote code execution vulnerability in Apache Solr via deserialization of untrusted data | 209 |
 pgrouting/pgrouting | A routing and network analysis library for PostgreSQL. | 1,176 |