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forward-backward-algorithm

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FactorGraph.jl

mcosovic / FactorGraph.jl

Star 33

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.

julia dynamical-systems linear-systems state-estimation message-passing sum-product belief-propagation gaussian-distribution tree-graph factor-graph loopy-belief-propagation noisy-data random-variables inference-algorithms forward-backward-algorithm
  • Updated Jun 11, 2026
  • Julia

ZahraDehghanian97 / Hidden-Markov-Model

Star 2

In this Repository, Algorithms of learning HMM with two approaches is implemented: first, learn parameter when having observations and related state of them with Maximum Likelihood Alg. and the second approach in the condition that just have observations with forward-backward Alg. after constructing HMM Viterbi Alg. is implemented to test a sequ…

viterbi-algorithm hmm hidden-markov-model viterbi forward-backward forward-backward-algorithm
  • Updated Jan 12, 2021
  • Python

sj24saggs-art / Predictive-Hangman-AI-Assistant

Star 0

A hybrid AI agent combining a Hidden Markov Model (Forward-Backward algorithm) and a Reinforcement Learning (Q-Learning) engine to solve Hangman puzzles with maximal efficiency. Engineered in a 10-hour sprint for the PESU Machine Learning Hackathon.

python nlp machine-learning reinforcement-learning hackathon q-learning hidden-markov-model markov-chains forward-backward-algorithm
  • Updated Sep 10, 2026
  • Jupyter Notebook

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