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hidden-markov-models

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ddbourgin /numpy-ml

Machine learning, in numpy

machine-learning reinforcement-learning word2vec lstm neural-networks gaussian-mixture-models vae topic-modeling attention resnet bayesian-inference wavenet mfcc knn gaussian-processes hidden-markov-models gradient-boosting wgan-gp good-turing-smoothing

UpdatedOct 29, 2023
Python

probml /dynamax

A Python package for probabilistic state space modeling with JAX

python kalman-filter hidden-markov-models state-space-models jax

UpdatedApr 21, 2025
Python

NorskRegnesentral /weak-supervision-for-NER

Framework to learn Named Entity Recognition models without labelled data using weak supervision.

python nlp natural-language-processing weak-supervision spacy named-entity-recognition hidden-markov-models domain-adaptation

UpdatedApr 19, 2021
Jupyter Notebook

helske /seqHMM

Multivariate and Multichannel Discrete Hidden Markov Models for Categorical Sequences

hmm r time-series em-algorithm hidden-markov-models categorical-data mixture-markov-models

UpdatedApr 22, 2025
R

maxmouchet /HMMBase.jl

Hidden Markov Models for Julia.

hmm statistics julia hidden-markov-models

UpdatedJun 14, 2023
Julia

cgre-aachen /bayseg

An unsupervised machine learning algorithm for the segmentation of spatial data sets.

machine-learning markov-chain python3 bayesian-methods geophysics gaussian-mixture-models segmentation mixture-model gibbs-sampling hidden-markov-models gibbs-energy

UpdatedJun 17, 2021
Jupyter Notebook

eonu /sequentia

Scikit-Learn compatible HMM and DTW based sequence machine learning algorithms in Python.

python machine-learning hmm time-series dtw multivariate knn dynamic-time-warping sequence-classification hidden-markov-models sequential-patterns time-series-classification multivariate-timeseries variable-length classification-algorithms k-nearest-neighbor-classifier

UpdatedDec 30, 2024
Python

iisys-hof /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

UpdatedMar 13, 2025
C++

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

💻 A repository with comprehensive instructions for using the Festvox toolkit for generating Emotional speech 🔈 from text

tts speech-synthesis hidden-markov-models

UpdatedDec 30, 2022
CSS

bhmm /bhmm

Bayesian hidden Markov models toolkit

hmm bayesian hidden-markov-models hmm-viterbi-algorithm baum-welch-algorithm

UpdatedAug 25, 2020
Python

luisdamiano /BayesHMM

Full Bayesian Inference for Hidden Markov Models

machine-learning hmm r statistics time-series statistical-learning rstats bayesian bayesian-inference mcmc hidden-markov-models priors

UpdatedJan 14, 2019
R

georgesterpu /pyVSR

Python toolkit for Visual Speech Recognition

python hmm aam dct hidden-markov-models visual-speech-recognition tcdtimit

UpdatedJun 10, 2020
Python

jpowie01 /HMM_Viterbi_BaumWelch

Hidden Markov Models - Viterbi and Baum-Welch algorithm implementation in Python

python baum-welch viterbi hidden-markov-models

UpdatedJan 16, 2019
Python

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

kd-tree locality-sensitive-hashing tf-idf mapreduce k-means approximate-nearest-neighbor-search mixture-model latent-dirichlet-allocation word-count gibbs-sampling em-algorithm hidden-markov-models hierarchical-clustering agglomerative-clustering k-nearest-neighbors dendrogram k-means-plus-plus divisive-clustering

UpdatedJan 31, 2019
Python

vsimkus /pmr2024-hmm

An official repository for tutorials of Probabilistic Modelling and Reasoning (2023/2024) - a University of Edinburgh master's course.

nlp hmm hmm-model hidden-markov-models probabilistic-models hmm-viterbi-algorithm probabilistic-inference

UpdatedJan 2, 2024
Jupyter Notebook

idiap /HMMGradients.jl

Enables computing the gradient of the parameters of Hidden Markov Models (HMMs)

julia speech-recognition gradient hidden-markov-models ctc-loss hmms hmm-training

UpdatedJun 7, 2021
Julia

Nikhil-Kumar-Patel /Hidden-Makov-Model

Hidden Markov Models in stock price forecasting.

python machine-learning lstm rnn arima hidden-markov-model financial-markets hidden-markov-models time-series-analysis arima-forecasting financial-forecasting

UpdatedSep 11, 2024
Jupyter Notebook

anassinator /markov-sentence-correction

Markov Chains and Hidden Markov Models to generate and correct sentences

markov-chain artificial-intelligence sentence-generator autocorrect hidden-markov-models

UpdatedDec 31, 2017
Python

TravisWheelerLab /BATH

Better Alignments with Translated HMMER

bioinformatics hidden-markov-models frameshifts

UpdatedApr 29, 2025
C

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 spiking-neural-networks hidden-markov-models spiking-data steinmetz-dataset

UpdatedJul 5, 2021
Jupyter Notebook

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