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

hidden markov model based music composition project

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)

Implementation of HMM and Viterbi algorithm in C++

Discrete HMM Implementation

Hidden markov models built from scratch.

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

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

stochastic modeling | HMM

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

Gesture recognition using Hidden Markov Models

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

An implementation of Baum-Welch.

My solutions to the assignments and projects of Machine Learning for Bioinformatics Course