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hidden-markov-models

Here are 162 public repositories matching this topic...

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

Updated Oct 29, 2023
Python

probml / dynamax

State Space Models library in JAX

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

Updated Nov 8, 2024
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

Updated Apr 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

Updated Nov 12, 2024
R

maxmouchet / HMMBase.jl

Hidden Markov Models for Julia.

hmm statistics julia hidden-markov-models

Updated Jun 14, 2023
Julia

eonu / sequentia

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

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

Updated Apr 13, 2024
Python

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

Updated Jun 17, 2021
Jupyter Notebook

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

Updated Nov 7, 2024
C++

bhmm / bhmm

Bayesian hidden Markov models toolkit

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

Updated Aug 25, 2020
Python

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

Updated Dec 30, 2022
CSS

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

Updated Jan 14, 2019
R

georgesterpu / pyVSR

Python toolkit for Visual Speech Recognition

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

Updated Jun 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

Updated Jan 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

Updated Jan 31, 2019
Python

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

Updated Jun 7, 2021
Julia

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

Updated Jan 2, 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

Updated Dec 31, 2017
Python

wiedenhoeft / HaMMLET

Fast Bayesian Hidden Markov Model with Wavelet Compression

Updated Jan 24, 2020
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

Updated Jul 5, 2021
Jupyter Notebook

lrgr / sigma

SigMa is a probabilistic model for the sequential dependencies of mutation signatures

cancer hidden-markov-models breast-cancer mutational-signatures

Updated Jul 27, 2019
Python

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