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Top 5 factor-graph open source projects

Robust GNSS Processing With Factor Graphs

✭ 98

C++HTML CMake Mathematica matlab c robust robust-optimization gnss gtsam factor-graph

The FactorGraph package provides the set of different functions to perform inference over the factor graph with continuous or discrete random variables using the belief propagation algorithm.

✭ 17

julia dynamical-systems linear-systems kahan-summation state-estimation message-passing sum-product belief-propagation gaussian-distribution tree-graph factor-graph loopy-belief-propagation noisy-data fast-algorithm random-variables ill-conditioned inference-algorithms forward-backward-algorithm aging-model

Belief-Propagation

Overview and implementation of Belief Propagation and Loopy Belief Propagation algorithms: sum-product, max-product, max-sum

✭ 85

Jupyter Notebook HTML graph-algorithms graphical-models message-passing sum-product belief-propagation factor-graph loopy-belief-propagation max-product

fglib

factor graph library

✭ 53

python message-passing sum-product belief-propagation factor-graph

eTrust

Source code and dataset for TKDE 2019 paper “Trust Relationship Prediction in Alibaba E-Commerce Platform”

✭ 14

C++Makefile e-commerce recommendation factor-graph trust-prediction relationship-prediction

1-5 of 5 factor-graph projects