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hidden-markov-model

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deeptime-ml /deeptime

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

python markov-model hidden-markov-model markov-state-model time-series-analysis covariance-estimation koopman-operator coherent-set-detection

UpdatedApr 11, 2025
Python

markovmodel /PyEMMA

🚂 Python API for Emma's Markov Model Algorithms 🚂

python markov-model hmm time-series analysis molecular-dynamics bayesian-methods tica hidden-markov-model markov-state-model umbrella-sampling mbar kinetic-modeling molecular-modeling

UpdatedSep 11, 2023
Python

fastcws /fastcws

轻量级高性能中文分词项目

chinese hidden-markov-model word-segmentation wordbreak word-break word-segment nlp-chinese word-segmenter frequency-dictionary wordseg wordsegmentation

UpdatedJul 27, 2023
C++

jagodki /Offline-MapMatching

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

viterbi-algorithm hmm matching qgis-plugin map-matching hidden-markov-model viterbi qgis3-plugin hmm-viterbi-algorithm viterbi-hmm

UpdatedAug 19, 2020
Python

Mogeng /IOHMM

Input Output Hidden Markov Model (IOHMM) in Python

python machine-learning time-series scikit-learn supervised-learning semi-supervised-learning sequence-to-sequence graphical-models unsupervised-learning hidden-markov-model statsmodels linear-models sequence-labeling

UpdatedJun 9, 2024
Python

Neural-HMM

shivammehta25 /Neural-HMM

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

machine-learning text-to-speech deep-learning neural-network pytorch speech-synthesis hidden-markov-model pytorch-lightning

UpdatedOct 6, 2025
Jupyter Notebook

dcavar /python-tutorial-notebooks

Python tutorials as Jupyter Notebooks for NLP, ML, AI

python natural-language-processing deep-learning parsing neural-network wordnet nltk deeplearning computational-linguistics hidden-markov-model flair part-of-speech-tagger natural-language-understanding framenet verbnet spacy-nlp propbank

UpdatedOct 9, 2025
Jupyter Notebook

althonos /pyhmmer

Cython bindings and Python interface to HMMER3.

bioinformatics python-library python-bindings hidden-markov-model cython-library hmmer sequence-analysis hmmer3

UpdatedSep 29, 2025
Cython

clinicalml /dmm

Deep Markov Models

deep-learning time-series generative-model graphical-models hidden-markov-model

UpdatedApr 28, 2019
Jupyter Notebook

maximtrp /mchmm

Markov Chains and Hidden Markov Models in Python

python markov-model hmm simulation probability markov-chain hidden-markov-model hmm-viterbi-algorithm baum-welch-algorithm

UpdatedSep 13, 2025
Python

luisdamiano /gsoc17-hhmm

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

machine-learning r stan hidden-markov-model gsoc-2017

UpdatedDec 2, 2018
HTML

gdalle /HiddenMarkovModels.jl

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

hmm statistics julia markov hidden-markov-model baum-welch viterbi forward-backward

UpdatedJul 10, 2025
Julia

jamesross2 /Bayesian-HMM

A non-parametric Bayesian approach to Hidden Markov Models

hmm hidden-markov-model nonparametricbayes hdp-hmm bayesian-hmm sticky-hdp-hmm

UpdatedMay 22, 2023
Python

lhyfst /vehicle-trajectory-prediction-HMM

Use HMM to solve the problem of vehicle trajectory prediction

hmm hidden-markov-model trajectory-prediction

UpdatedApr 10, 2019
Jupyter Notebook

addy90 /map-matching-2

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

reinforcement-learning graph graph-algorithms openstreetmap gps gis q-learning map-matching dynamic-programming hidden-markov-model markov-decision-processes policy-iteration value-iteration viterbi hidden-markov-models matching-algorithm viterbi-hmm map-match markov-decision-process

UpdatedOct 8, 2025
C++

chauvinSimon /hmm_for_autonomous_driving

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

education hmm bayesian-inference hidden-markov-model

UpdatedJun 25, 2019
Jupyter Notebook

oldrev /mapmatchingkit

A GPS map-matching algorithm library for .NET

hmm dotnet-core spatial-analysis map-matching hidden-markov-model

UpdatedMay 14, 2019
C#

LdDl /horizon

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

hmm horizon map-matching routing-engine hidden-markov-model hacktoberfest hmm-viterbi-algorithm

UpdatedAug 25, 2025
Go

TheoMichelot /hmmTMB

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

hmm r-package hidden-markov-model random-effects time-series-analysis smoothing-splines mixed-effects-models

UpdatedOct 6, 2025
R

georgid /AlignmentDuration

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.

python music duration synchronization research deep-learning signal-processing lyrics decoding music-information-retrieval neural-networks alignment hidden-markov-model gmm mfcc upf htk

UpdatedMar 9, 2020
Python

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