hidden-markov-model

There are 12 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
coherent-set-detection covariance-estimation hidden-markov-model koopman-operator markov-model markov-state-model python time-series-analysis
Language:Python 747
markovmodel / PyEMMA
🚂 Python API for Emma's Markov Model Algorithms 🚂
analysis bayesian-methods hidden-markov-model hmm kinetic-modeling markov-model markov-state-model mbar molecular-dynamics molecular-modeling python tica time-series umbrella-sampling
Language:Python 307
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++ 198
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 167
Mogeng / IOHMM
Input Output Hidden Markov Model (IOHMM) in Python
graphical-models hidden-markov-model linear-models machine-learning python scikit-learn semi-supervised-learning sequence-labeling sequence-to-sequence statsmodels supervised-learning time-series unsupervised-learning
Language:Python 160
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 151
clinicalml / dmm
Deep Markov Models
generative-model time-series graphical-models deep-learning hidden-markov-model
Language:Jupyter Notebook 129
maximtrp / mchmm
Markov Chains and Hidden Markov Models in Python
baum-welch-algorithm hidden-markov-model hmm hmm-viterbi-algorithm markov-chain markov-model probability python simulation
Language:Python 126
althonos / pyhmmer
Cython bindings and Python interface to HMMER3.
bioinformatics cython-library hidden-markov-model hmmer hmmer3 python-bindings python-library sequence-analysis
Language:Cython 120
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 115
luisdamiano / gsoc17-hhmm
Bayesian Hierarchical Hidden Markov Models applied to financial time series, a research replication project for Google Summer of Code 2017.
r stan hidden-markov-model gsoc-2017 machine-learning
Language:HTML 114
lhyfst / vehicle-trajectory-prediction-HMM
Use HMM to solve the problem of vehicle trajectory prediction
hmm hidden-markov-model trajectory-prediction
Language:Jupyter Notebook 94
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 85
jamesross2 / Bayesian-HMM
A non-parametric Bayesian approach to Hidden Markov Models
bayesian-hmm hdp-hmm hidden-markov-model hmm nonparametricbayes sticky-hdp-hmm
Language:Python 83
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
oldrev / mapmatchingkit
A GPS map-matching algorithm library for .NET
dotnet-core hidden-markov-model hmm map-matching spatial-analysis
Language:C# 67
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 56
LdDl / horizon
Map matching (snapping GPS points to road graph) and routing library in Go
hacktoberfest hidden-markov-model hmm hmm-viterbi-algorithm horizon map-matching routing-engine
Language:Go 45
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++ 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 40
lamres / hmm_market_behavior
Unsupervised Learning to Market Behavior Forecasting Example
cryptocurrency hidden-markov-model stock-market stock-price-prediction trading trading-algorithms trading-strategies unsupervised-learning
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
Sumolari / hmm
A Hidden Markov Model implemented in Javascript
hidden-markov-model machine-learning classification clustering
Language:CoffeeScript 32
jacobkrantz / Simple-HOHMM
High Order Hidden Markov Model for accurate sequence classification.
machine-learning hidden-markov-model sequence-classification
Language:Python 27
unipept / FragGeneScanRs
Better and faster Rust implementation of the FragGeneScan gene prediction model for short and error-prone reads.
bioinformatics gene-prediction genomics hidden-markov-model rust-lang short-reads
Language:Rust 24
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
Rapfff / jajapy
Baum-Welch for all kind of Markov models
baum-welch hidden-markov-model machine-learning markov-chain markov-decision-processes markov-model python storm model-checking
Language:Python 18
wiedenhoeft / HaMMLET
Fast Bayesian Hidden Markov Model with Wavelet Compression
bayesian-data-analysis bayesian-inference bayesian-statistics bioinformatics genome genome-analysis genomics hidden-markov-model hidden-markov-models hmm machine-learning segmentation statistical-inference statistics time-series time-series-analysis wavelet wavelet-compression wavelet-transform wavelets
Language:C++ 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
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 16
Jstacs / Jstacs
bayesian-network biological-sequence-statistics biological-sequences classification discriminative-learning generative-model gradient-descent-algorithm hidden-markov-model machine-lerning markov-model mixture-model statistical-learning statistical-models
Language:Java 16
chen0040 / cs-hidden-markov-models
HIdden Markov Models using C#
hidden-markov-model timeseries
Language:C# 15
ngoquanghuy99 / Hidden-Markov-Models-for-POS-Tagging
An implementation of HMM (Hidden Markov Model) for POS Tagging
hidden-markov-model hmm natural-language-processing part-of-speech-tagging
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

althonos / pyhmmer

dcavar / python-tutorial-notebooks

luisdamiano / gsoc17-hhmm

lhyfst / vehicle-trajectory-prediction-HMM

gdalle / HiddenMarkovModels.jl

jamesross2 / Bayesian-HMM

chauvinSimon / hmm_for_autonomous_driving

oldrev / mapmatchingkit

georgid / AlignmentDuration

LdDl / horizon

iisys-hof / map-matching-2

starkblaze01 / Artificial-Intelligence-Codes

lamres / hmm_market_behavior

AntoinePassemiers / ArchMM

Sumolari / hmm

jacobkrantz / Simple-HOHMM

unipept / FragGeneScanRs

FantacherJOY / Hidden-Markov-Model-for-NLP

Rapfff / jajapy

wiedenhoeft / HaMMLET

FirstHandScientist / genhmm

OHBA-analysis / Quinn2018_TaskHMM

tifaniwarnita / indonesian-asr

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

Jstacs / Jstacs

chen0040 / cs-hidden-markov-models

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

stathwang / POS-Taggers