FactorialHMM: Fast and exact inference in factorial hidden Markov models

Keyphrases

• Hidden Markov Model 100%
• Fast Inference 100%
• Hidden States 100%
• Factorial Hidden Markov Model 100%
• Exact Inference 100%
• Posterior Probability 66%
• Markov Chain 33%
• Posterior Distribution 33%
• Viterbi 33%
• Multiple Processes 33%
• Subchain 33%
• Fast Algorithm 33%
• Genomic Position 33%
• Bioinformatics Methods 33%
• Downstream Applications 33%
• Time Requirement 33%
• Model Observations 33%
• State Probability 33%
• Python Package 33%
• Time Scaling 33%
• Cartesian Product 33%
• Space Constraints 33%
• Modeling Process 33%

Mathematics

• Factorials 100%
• Hidden Markov Model 100%
• Running Time 50%
• Hidden State 50%
• Probability Theory 33%
• Posterior Distribution 16%
• Marginals 16%
• Cartesian Product 16%
• Fast Algorithm 16%
• State Probability 16%
• Markov Chain 16%