Tutorials and my solutions to the Udacity NLP Nanodegree

Hidden Markov Model Part of Speech (POS) Tagger Project

Inferring poaching with multispecies dynamic occupancy models and hidden Markov models

Use the Pomegranate library to build a hidden Markov model for part of speech tagging with a universal tagset.

stochastic modeling | HMM

American Sign Language Classifier using Hidden Markov Models

Testing out statistical models for generating synthetic tabular data.

Hidden Markov Model (HMM) Part of Speech tagger project for the Udacity Natural Language Processing (NLP) Nanodegree

This repository implements a predictive modeling approach explored in my master thesis at TU Darmstadt (2025) and final undergraduate project at Poli-USP (2025) for recurrent health events..

Speech-to-Text is a technology that can convert voice data into text data. This allows computers to understand human language through voice commands. We combine machine learning technology into Speech-to-Text, namely the Gaussian Mixture Model and the Hidden Markov Model to identify sounds in text.

conver any image to svg

Predict CDS of Paramecium Bursaria Chlorella virus 1 base on Hidden Markov Model in Pomegranate

Scanner app website

Natural Language Processing

Package demo slides, "Chromatin Segmentation Analysis in R"

walah

a C++ program for haplotype reconstruction using HMM