hidden-markov-models

There are 6 repositories under hidden-markov-models topic.

ddbourgin / numpy-ml
Machine learning, in numpy
machine-learning neural-networks topic-modeling gaussian-mixture-models hidden-markov-models gradient-boosting bayesian-inference wavenet vae resnet lstm wgan-gp attention reinforcement-learning good-turing-smoothing knn mfcc gaussian-processes word2vec
Language:Python 16145
probml / dynamax
A Python package for probabilistic state space modeling with JAX
state-space-models hidden-markov-models jax python kalman-filter
Language:Python 867
NorskRegnesentral / weak-supervision-for-NER
Framework to learn Named Entity Recognition models without labelled data using weak supervision.
domain-adaptation hidden-markov-models named-entity-recognition natural-language-processing nlp python spacy weak-supervision
Language:Jupyter Notebook 124
helske / seqHMM
Multivariate and Multichannel Discrete Hidden Markov Models for Categorical Sequences
hidden-markov-models mixture-markov-models em-algorithm hmm r categorical-data time-series
Language:R 100
maxmouchet / HMMBase.jl
Hidden Markov Models for Julia.
hidden-markov-models hmm statistics julia
Language:Julia 94
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++ 71
eonu / sequentia
Scikit-Learn compatible HMM and DTW based sequence machine learning algorithms in Python.
classification-algorithms machine-learning python time-series time-series-classification multivariate-timeseries dynamic-time-warping hidden-markov-models k-nearest-neighbor-classifier sequential-patterns sequence-classification dtw knn hmm variable-length multivariate
Language:Python 66
cgre-aachen / bayseg
An unsupervised machine learning algorithm for the segmentation of spatial data sets.
segmentation python3 hidden-markov-models bayesian-methods gaussian-mixture-models gibbs-energy gibbs-sampling markov-chain machine-learning mixture-model geophysics
Language:Jupyter Notebook 63
Emotional-Text-to-Speech / hmm-for-emo-tts
:computer: A repository with comprehensive instructions for using the Festvox toolkit for generating Emotional speech :speaker: from text
hidden-markov-models tts speech-synthesis
Language:CSS 48
bhmm / bhmm
Bayesian hidden Markov models toolkit
hidden-markov-models bayesian hmm hmm-viterbi-algorithm baum-welch-algorithm
Language:Python 47
luisdamiano / BayesHMM
Full Bayesian Inference for Hidden Markov Models
hidden-markov-models hmm bayesian-inference statistics mcmc machine-learning time-series statistical-learning priors bayesian r rstats
Language:R 43
georgesterpu / pyVSR
Python toolkit for Visual Speech Recognition
aam dct hidden-markov-models hmm python tcdtimit visual-speech-recognition
Language:Python 37
jpowie01 / HMM_Viterbi_BaumWelch
Hidden Markov Models - Viterbi and Baum-Welch algorithm implementation in Python
hidden-markov-models viterbi python baum-welch
Language:Python 33
SSQ / Coursera-UW-Machine-Learning-Clustering-Retrieval
k-nearest-neighbors word-count tf-idf approximate-nearest-neighbor-search locality-sensitive-hashing kd-tree mapreduce k-means k-means-plus-plus mixture-model em-algorithm latent-dirichlet-allocation gibbs-sampling hierarchical-clustering divisive-clustering agglomerative-clustering dendrogram hidden-markov-models
Language:Python 30
vsimkus / pmr2024-hmm
An official repository for tutorials of Probabilistic Modelling and Reasoning (2023/2024) - a University of Edinburgh master's course.
hmm hmm-viterbi-algorithm hmm-model nlp hidden-markov-models probabilistic-models probabilistic-inference
Language:Jupyter Notebook 23
idiap / HMMGradients.jl
Enables computing the gradient of the parameters of Hidden Markov Models (HMMs)
hmms hidden-markov-models hmm-training gradient julia ctc-loss speech-recognition
Language:Julia 22
anassinator / markov-sentence-correction
Markov Chains and Hidden Markov Models to generate and correct sentences
artificial-intelligence hidden-markov-models sentence-generator autocorrect markov-chain
Language:Python 20
Nikhil-Kumar-Patel / Hidden-Makov-Model
Hidden Markov Models in stock price forecasting.
arima arima-forecasting financial-forecasting financial-markets hidden-markov-model hidden-markov-models lstm machine-learning python rnn time-series-analysis
Language:Jupyter Notebook 20
NeuromatchAcademy
ivanorsolic / NeuromatchAcademy
Repo containing computational neuroscience notebooks and a project detecting latent states in neural activity using Hidden Markov Models on spiking data, made during the Neuromatch Academy 2020.
computational-neuroscience hidden-markov-models spiking-data spiking-neural-networks steinmetz-dataset
Language:Jupyter Notebook 18
oliviergimenez / banana-book
Repo for a book on Bayesian capture-recapture w/ HMMs
capture-recapture bayesian-inference nimble hidden-markov-models rstats
Language:R 18
TravisWheelerLab / BATH
Better Alignments with Translated HMMER
bioinformatics frameshifts hidden-markov-models
Language:C 18
loelschlaeger / fHMM
Hidden Markov models for finance
finance hidden-markov-models rstats
Language:R 17
lrgr / sigma
SigMa is a probabilistic model for the sequential dependencies of mutation signatures
mutational-signatures hidden-markov-models cancer breast-cancer
Language:Python 17
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++ 17
FeatureSaliencyHMM
elifons / FeatureSaliencyHMM
Implementation of Feature Saliency Hidden Markov Model (Adams, et al, 2016)
hidden-markov-models time-series
Language:Jupyter Notebook 13
ltfschoen / AIND-Recognizer
Term 1 Project 3 Design a Sign Language Recognition System by Luke Schoen for Udacity Artificial Intelligence Nanodegree (AIND)
python36 artificial-intelligence algorithms jupyter-notebook probabilistic-models sign-language-recognition-system hidden-markov-models pandas-dataframes feature-selection model-selection model-training baum-welch cross-platform bayesian-information-criterion discriminative-criterion natural-language-processing n-grams
Language:Jupyter Notebook 13
shrebox / Natural-Language-Processing
Compilation of Natural Language Processing (NLP) codes. BONUS: Link to Information Retrieval (IR) codes compilation. (checkout the readme)
edit-distance regex generative-model discriminative-model hmm-viterbi-algorithm nlp-tools word2vec doc2vec pos-tagging ner spacy word-similarity document-similarity hidden-markov-models
Language:Python 13
miguelmota / hidden-markov-model
Hidden Markov Models in JavaScript.
algorithm hidden-markov-models hmm javascript
Language:JavaScript 12
fchamroukhi / SaMUraiS
StAtistical Models for the UnsupeRvised segmentAion of tIme-Series
time-series-analysis time-series-clustering change-point-detection piecewise-regression latent-variable-models hidden-markov-models em-algorithm newton-raphson dynamic-programming multivariate-timeseries human-activity-recognition model-selection data-science statistical-learning statistical-inference artificial-intelligence hidden-process-regression
Language:R 11
melmasri / traveltimeHMM
Travel time prediction from GPS observations using an HMM
hidden-markov-models travel-time hmm gps bayesian eta routing transportation transportation-network arrival-times uncertainty-quantification
Language:R 10
spykard / Classification-HMMs
A state-of-the art Hidden Markov Model Framework for Sentiment Analysis as well as Classification Tasks in general.
hidden-markov-models hmms machine-learning python
Language:Python 10
ds4v / vietnamese-pos-tagging
Gán nhãn từ loại Tiếng Việt sử dụng mô hình Hidden Markov kết hợp thuật toán Viterbi
hidden-markov-models pos-tagging tokenization viterbi-algorithm natural-language-processing
Language:Jupyter Notebook 9
Freguglia / mrf2d
An R package for analysis of Markov Random Fields on 2-dimensional lattices.
r rpackage markov-random-field hidden-markov-model hidden-markov-models gibbs-energy mrf cran neighborhood mrf-models
Language:R 9
poypoyan / edhsmm
An(other) implementation of Explicit Duration Hidden Semi-Markov Models in Python 3
machine-learning probabilistic-graphical-models em-algorithm python cython hsmm notebooks hidden-markov-model hidden-markov-models
Language:Jupyter Notebook 9
rpetit / audio-event-detection
Detection of events described by hidden (semi-)Markov models in an audio stream
audio-signal-processing hidden-markov-models
Language:Python 9
usc-csci544-applied-nlp-fall23
KayvanShah1 / usc-csci544-applied-nlp-fall23
USC CSCI544 - Applied Natural Language Processing - Fall 2023 - Prof Mohammad Rostami
natural-language-processing nueral-networks python hidden-markov-models sentiment-classification word2vec pytorch code-generation glove-embeddings named-entity-recognition sentiment-analysis static-analysis part-of-speech-tagging deep-learning
Language:Python 8

hidden-markov-models

ddbourgin / numpy-ml

probml / dynamax

NorskRegnesentral / weak-supervision-for-NER

helske / seqHMM

maxmouchet / HMMBase.jl

iisys-hof / map-matching-2

eonu / sequentia

cgre-aachen / bayseg

Emotional-Text-to-Speech / hmm-for-emo-tts

bhmm / bhmm

luisdamiano / BayesHMM

georgesterpu / pyVSR

jpowie01 / HMM_Viterbi_BaumWelch

SSQ / Coursera-UW-Machine-Learning-Clustering-Retrieval

vsimkus / pmr2024-hmm

idiap / HMMGradients.jl

anassinator / markov-sentence-correction

Nikhil-Kumar-Patel / Hidden-Makov-Model

ivanorsolic / NeuromatchAcademy

oliviergimenez / banana-book

TravisWheelerLab / BATH

loelschlaeger / fHMM

lrgr / sigma

wiedenhoeft / HaMMLET

elifons / FeatureSaliencyHMM

ltfschoen / AIND-Recognizer

shrebox / Natural-Language-Processing

miguelmota / hidden-markov-model

fchamroukhi / SaMUraiS

melmasri / traveltimeHMM

spykard / Classification-HMMs

ds4v / vietnamese-pos-tagging

Freguglia / mrf2d

poypoyan / edhsmm

rpetit / audio-event-detection

KayvanShah1 / usc-csci544-applied-nlp-fall23