A MATLAB toolbox for HMMs, CHMMs & LSIMs in multi-channel data processing, modeling & classification

This folder will contain some homeworks proposed by the professor Jan Hajic at Charles University for the course Statistical Methods for Natural Language Processing I, II (NPFL067, NPFL068)

Coursework project for my third-year Bioinformatics module. Largely working with Hidden Markov Models (q1) and tree reconstruction & the BUILD algorithm (q2)!

Baum Welch Algorithm for Hidden Markov Models visualized with python

Coursework solutions for a 3rd year Computer Science module on Bio-Informatics @ Durham University. Aims to implement the Baum-Welch algorithm.

Hidden Markov Model (HMM) with PyQT5 interface

hidden markov model based music composition project

Implementation of HMM and Viterbi algorithm in C++

Discrete HMM Implementation

Hidden Markov Model using the Baum-Welch algorithm in Rust, reference implementation in JavaScript

A pure python implementation of Hidden Markov Model

Training a hidden Markov model through expectation-maximization, using Baum-Welch formulae, for applications in speech recognition

This is the 9th semester project for implementing the Baum-Welch (BW) algorithm using Algebraic Decision Diagrams (ADD).

stochastic modeling | HMM

CpG island prediction with Hidden Markov Models, Viterbi and Baum-Welch algorithm

Hidden markov models built from scratch.

HMM for annotating coding regions of DNA in S. cerevisiae chromosome III

Compact implementation of discrete Hidden Markov Models in C and Python.

An implementation of Baum-Welch.