factor-graph topic

List factor-graph repositories

ldpc_decoders

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Belief propagation with sparse matrices (scipy.sparse) in Python for LDPC codes. Includes NumPy implementation of message passing (min-sum and sum-product) and a few other decoders.

ForneyLab.jl

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Julia package for automatically generating Bayesian inference algorithms through message passing on Forney-style factor graphs.

minisam_lib

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Lightweighted graph optimization (Factor graph) library.

py-factorgraph

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Factor graphs and loopy belief propagation implemented in Python

minisam

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A general and flexible factor graph non-linear least square optimization framework

VIO-Doc

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主流VIO论文推导及代码解析

RobustGNSS

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Robust GNSS Processing With Factor Graphs

dcsam

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Factored inference for discrete-continuous smoothing and mapping.

state_estimation

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State Estimation for SLAM: Filter(EKF, Particle Filter), MAP(GN, LM), Solver(Ceres-Solver, G2O, GTSAM), Bundle Adjustment

Belief-Propagation

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