hidden-markov-model

Python library for analysis of time series data including dimensionality reduction, clustering, and Markov model estimation

🚂 Python API for Emma's Markov Model Algorithms 🚂

轻量级高性能中文分词项目

Input Output Hidden Markov Model (IOHMM) in Python

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

Cython bindings and Python interface to HMMER3.

Python tutorials as Jupyter Notebooks for NLP, ML, AI

Neural HMMs are all you need (for high-quality attention-free TTS)

Markov Chains and Hidden Markov Models 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.

A Julia package for simulation, inference and learning of Hidden Markov Models.

High Performance Map Matching with Markov Decision Processes (MDPs) and Hidden Markov Models (HMMs).

Use HMM to solve the problem of vehicle trajectory prediction

A non-parametric Bayesian approach to Hidden Markov Models

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

A GPS map-matching algorithm library for .NET

Fit hidden Markov models using Template Model Builder (TMB): flexible state-dependent distributions, transition probability structures, random effects, and smoothing splines.

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

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.