hidden-markov-model

🚂 Python API for Emma's Markov Model Algorithms 🚂

a QGIS-plugin for matching a trajectory with a network using a Hidden Markov Model and Viterbi algorithm

Input Output Hidden Markov Model (IOHMM) in Python

Deep Markov Models

Bayesian Hierarchical Hidden Markov Models applied to financial time series, a research replication project for Google Summer of Code 2017.

Traditional Machine Learning Models for Large-Scale Datasets in PyTorch.

A GPS map-matching library for .NET

Python tutorials as Jupyter Notebooks for NLP, ML, AI

A non-parametric Bayesian approach to Hidden Markov Models

Markov Chains and Hidden Markov Models in Python

🎓 Educational application of Hidden Markov Model to Autonomous Driving 🚕🚙🚗

Use HMM to solve the problem of vehicle trajectory prediction

Lyrics-to-audio-alignement system. Based on Machine Learning Algorithms: Hidden Markov Models with Viterbi forced alignment. The alignment is explicitly aware of durations of musical notes. The phonetic model are classified with MLP Deep Neural Network.

A Cython Machine Learning library dedicated to Hidden Markov Models, Markov Random Fields, etc.

Collection of Artificial Intelligence Algorithms implemented on various problems

A Hidden Markov Model implemented in Javascript

Unsupervised Learning to Market Behavior Forecasting Example

High Order Hidden Markov Model for accurate sequence classification.

Part-of-Speech Tagging Models in Python

Map matching (snapping GPS points to road graph) and routing library in Go

Fast Bayesian Hidden Markov Model with Wavelet Compression

HIdden Markov Models using C#

NLP Webinars Created for Udacity's Mentorship Program (2019).

Cython bindings and Python interface to HMMER3.

MHC class II binding prediction

Automatically exported from code.google.com/p/speech-recognition-java-hidden-markov-model-vq-mfcc

Toolbox for IBP Coupled SPCM-CRP Hidden Markov Model. Also contains code for EM-based HMM learning and inference for Bayesian non-parametric HDP-HMM and IBP-HMM.

Task-Evoked Dynamic Network Analysis through Hidden Markov Modelling

Prion-Like Amino Acid Composition