PyHGF: A neural network library for predictive coding
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Updated
Jun 7, 2024 - Python
PyHGF: A neural network library for predictive coding
Clique recycling non-Gaussian (multi-modal) factor graph solver; also see Caesar.jl.
Matrix Product Belief Propagation
CUDA belief propagation as presented in paper "GPU implementation of belief propagation using CUDA for cloud tracking and reconstruction" published at the 2008 IAPR Workshop on Pattern Recognition in Remote Sensing (PRRS 2008). Code has been updated to work on current NVIDIA GPUs and with additional optimizations. Cite paper if using this code.
Simulation and inference for contextual and neural SBMs
An implementation of the Loopy Belief Propagation algorithm using CUDA
Clean Factor Graphs in Python
USI-MSc AI Course: Hands-on Lab Experiences
Hierarchical Belief Propagation on Image Segmentation Pyramid for Stereo Matching
Loopy belief propagation for factor graphs on discrete variables in JAX
[ICML 2023] Official code for our paper: 'Conditional Tree Matching for Inference-Time Adaptation of Tree Prediction Models'
Probabilistic Graphical Models for Stereo Disparity Map Reconstruction by Factor Graph and Belief Propagation Maximum A Posteriori
Basic Belief Network Tree In VB.net
CCMT-CPBP is a neuro-symbolic artificial intelligence system (combining machine learning and constraint programming) that generates musical melodies based on given chords while providing more control over these melodies than the base transformer.
Static Belief Propagation - Message Passing algorithms for the computation of the magnetization and correlation, at any temperature, in both the spin-glass and ferromagnetic Ising model
Implementation of the Belief Propagation Side Channel Attack
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