hidden-markov-model

There are 9 repositories under hidden-markov-model topic.

deeptime-ml / deeptime
Python library for analysis of time series data including dimensionality reduction, clustering, and Markov model estimation
time-series-analysis markov-state-model covariance-estimation markov-model python hidden-markov-model koopman-operator coherent-set-detection
Language:Python 703
markovmodel / PyEMMA
🚂 Python API for Emma's Markov Model Algorithms 🚂
python hidden-markov-model molecular-dynamics analysis markov-state-model tica time-series hmm bayesian-methods markov-model mbar kinetic-modeling umbrella-sampling molecular-modeling
Language:Python 304
fastcws / fastcws
轻量级高性能中文分词项目
chinese frequency-dictionary hidden-markov-model nlp-chinese word-break word-segment word-segmentation word-segmenter wordbreak wordseg wordsegmentation
Language:C++ 193
jagodki / Offline-MapMatching
a QGIS-plugin for matching a trajectory with a network using a Hidden Markov Model and Viterbi algorithm
qgis-plugin qgis3-plugin hidden-markov-model viterbi-algorithm viterbi-hmm viterbi map-matching matching hmm hmm-viterbi-algorithm
Language:Python 162
Mogeng / IOHMM
Input Output Hidden Markov Model (IOHMM) in Python
python hidden-markov-model graphical-models sequence-to-sequence machine-learning linear-models sequence-labeling supervised-learning semi-supervised-learning unsupervised-learning time-series scikit-learn statsmodels
Language:Python 153
Neural-HMM
shivammehta25 / Neural-HMM
Neural HMMs are all you need (for high-quality attention-free TTS)
deep-learning hidden-markov-model machine-learning neural-network pytorch pytorch-lightning speech-synthesis text-to-speech
Language:Jupyter Notebook 148
clinicalml / dmm
Deep Markov Models
generative-model time-series graphical-models deep-learning hidden-markov-model
Language:Jupyter Notebook 122
maximtrp / mchmm
Markov Chains and Hidden Markov Models in Python
python markov-chain markov-model hidden-markov-model simulation probability hmm hmm-viterbi-algorithm baum-welch-algorithm
Language:Python 119
luisdamiano / gsoc17-hhmm
Bayesian Hierarchical Hidden Markov Models applied to financial time series, a research replication project for Google Summer of Code 2017.
gsoc-2017 hidden-markov-model machine-learning r stan
Language:HTML 113
althonos / pyhmmer
Cython bindings and Python interface to HMMER3.
hmmer hmmer3 bioinformatics cython-library python-bindings python-library hidden-markov-model sequence-analysis
Language:Cython 110
dcavar / python-tutorial-notebooks
Python tutorials as Jupyter Notebooks for NLP, ML, AI
natural-language-processing python hidden-markov-model computational-linguistics parsing part-of-speech-tagger natural-language-understanding deep-learning neural-network deeplearning flair spacy-nlp nltk wordnet verbnet propbank framenet
Language:Jupyter Notebook 108
lhyfst / vehicle-trajectory-prediction-HMM
Use HMM to solve the problem of vehicle trajectory prediction
hmm hidden-markov-model trajectory-prediction
Language:Jupyter Notebook 93
jamesross2 / Bayesian-HMM
A non-parametric Bayesian approach to Hidden Markov Models
hmm bayesian-hmm nonparametricbayes hidden-markov-model hdp-hmm sticky-hdp-hmm
Language:Python 82
chauvinSimon / hmm_for_autonomous_driving
🎓 Educational application of Hidden Markov Model to Autonomous Driving 🚕🚙🚗
hmm hidden-markov-model bayesian-inference education
Language:Jupyter Notebook 74
gdalle / HiddenMarkovModels.jl
A Julia package for simulation, inference and learning of Hidden Markov Models.
julia hidden-markov-model hmm statistics baum-welch forward-backward viterbi markov
Language:Julia 72
oldrev / mapmatchingkit
A GPS map-matching library for .NET
map-matching spatial-analysis hmm dotnet-core hidden-markov-model
Language:C# 66
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 htk lyrics duration decoding deep-learning hidden-markov-model alignment synchronization mfcc signal-processing music music-information-retrieval upf gmm neural-networks research
Language:Python 55
LdDl / horizon
Map matching (snapping GPS points to road graph) and routing library in Go
horizon map-matching hmm hmm-viterbi-algorithm hidden-markov-model routing-engine hacktoberfest
Language:Go 42
lamres / hmm_market_behavior
Unsupervised Learning to Market Behavior Forecasting Example
cryptocurrency hidden-markov-model unsupervised-learning stock-market stock-price-prediction trading trading-strategies trading-algorithms
Language:Jupyter Notebook 40
starkblaze01 / Artificial-Intelligence-Codes
Collection of Artificial Intelligence Algorithms implemented on various problems
artificial-intelligence-algorithms decision-tree-classifier adaptive-smoothing hidden-markov-model hopfield-network jealous-husband k-sat k-means-clustering gaussian-mixture-models menace reinforcement-learning travelling-salesman-problem genetic-algorithm epsilon-greedy hierarchical-clustering confidence-intervals
Language:Jupyter Notebook 39
AntoinePassemiers / ArchMM
A Cython Machine Learning library dedicated to Hidden Markov Models
hidden-markov-model input-output-hidden-markov-model gaussian-mixture-model hmm
Language:Python 33
iisys-hof / map-matching-2
High Performance Map Matching with Markov Decision Processes (MDPs) and Hidden Markov Models (HMMs).
map-matching hidden-markov-model markov-decision-process q-learning value-iteration policy-iteration viterbi reinforcement-learning dynamic-programming markov-decision-processes hidden-markov-models viterbi-hmm openstreetmap graph graph-algorithms matching-algorithm map-match gps gis
Language:C++ 31
Sumolari / hmm
A Hidden Markov Model implemented in Javascript
hidden-markov-model machine-learning classification clustering
Language:CoffeeScript 31
jacobkrantz / Simple-HOHMM
High Order Hidden Markov Model for accurate sequence classification.
machine-learning hidden-markov-model sequence-classification
Language:Python 26
unipept / FragGeneScanRs
Better and faster Rust implementation of the FragGeneScan gene prediction model for short and error-prone reads.
bioinformatics genomics gene-prediction short-reads hidden-markov-model rust-lang
Language:Rust 23
FantacherJOY / Hidden-Markov-Model-for-NLP
This is about spam classification using HMM model in python language
hidden-markov-model hidden-markov-model-for-nlp text-analysis text-classification-python spam-classification nlp
Language:Python 18
FirstHandScientist / genhmm
Generative model based HMM model
sequential-models generator generative-model likelihood-based neural-network hidden-markov-model
Language:Python 17
OHBA-analysis / Quinn2018_TaskHMM
Task-Evoked Dynamic Network Analysis through Hidden Markov Modelling
magnetoencephalography analysis-script preprocessing matlab hidden-markov-model
Language:MATLAB 17
tifaniwarnita / indonesian-asr
Automatic speech recognition (ASR) for Indonesian language built by using HTK and Julius. Web interface is built using Node.js.
speech-recognition hidden-markov-model asr-model htk
Language:Lex 17
wiedenhoeft / HaMMLET
Fast Bayesian Hidden Markov Model with Wavelet Compression
hmm wavelet-compression wavelet wavelets wavelet-transform genomics genome-analysis genome hidden-markov-model hidden-markov-models segmentation time-series time-series-analysis statistics statistical-inference bayesian-inference bayesian-statistics bayesian-data-analysis machine-learning bioinformatics
Language:C++ 17
chen0040 / cs-hidden-markov-models
HIdden Markov Models using C#
hidden-markov-model timeseries
Language:C# 15
geeky-bit / Tensorflow-HiddenMarkovModel-Baum_Welch-Viterbi-forward_backward-algo
tensorflow baum-welch-algorithm viterbi-algorithm forward-backward-algo hidden-markov-model
Language:Jupyter Notebook 15
Jstacs / Jstacs
biological-sequences biological-sequence-statistics statistical-models statistical-learning machine-lerning classification discriminative-learning generative-model gradient-descent-algorithm mixture-model markov-model hidden-markov-model bayesian-network
Language:Java 15
nbfigueroa / ICSC-HMM
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.
segmentation time-series ibp bayesian-nonparametric-models spcm-crp hidden-markov-model clustering state-clustering hmm ibp-hmm covariance-matrices transform-invariance
Language:MATLAB 15
ngoquanghuy99 / Hidden-Markov-Models-for-POS-Tagging
An implementation of HMM (Hidden Markov Model) for POS Tagging
part-of-speech-tagging hmm hidden-markov-model natural-language-processing
Language:Jupyter Notebook 15
stathwang / POS-Taggers
Part-of-Speech Tagging Models in Python
part-of-speech-tagger hidden-markov-model viterbi-algorithm n-grams deleted-interpolation natural-language-processing python
Language:Python 15

hidden-markov-model

deeptime-ml / deeptime

markovmodel / PyEMMA

fastcws / fastcws

jagodki / Offline-MapMatching

Mogeng / IOHMM

shivammehta25 / Neural-HMM

clinicalml / dmm

maximtrp / mchmm

luisdamiano / gsoc17-hhmm

althonos / pyhmmer

dcavar / python-tutorial-notebooks

lhyfst / vehicle-trajectory-prediction-HMM

jamesross2 / Bayesian-HMM

chauvinSimon / hmm_for_autonomous_driving

gdalle / HiddenMarkovModels.jl

oldrev / mapmatchingkit

georgid / AlignmentDuration

LdDl / horizon

lamres / hmm_market_behavior

starkblaze01 / Artificial-Intelligence-Codes

AntoinePassemiers / ArchMM

iisys-hof / map-matching-2

Sumolari / hmm

jacobkrantz / Simple-HOHMM

unipept / FragGeneScanRs

FantacherJOY / Hidden-Markov-Model-for-NLP

FirstHandScientist / genhmm

OHBA-analysis / Quinn2018_TaskHMM

tifaniwarnita / indonesian-asr

wiedenhoeft / HaMMLET

chen0040 / cs-hidden-markov-models

geeky-bit / Tensorflow-HiddenMarkovModel-Baum_Welch-Viterbi-forward_backward-algo

Jstacs / Jstacs

nbfigueroa / ICSC-HMM

ngoquanghuy99 / Hidden-Markov-Models-for-POS-Tagging

stathwang / POS-Taggers