GitHub topics: hidden-markov-model

Repositories

chen0040/cs-hidden-markov-models

HIdden Markov Models using C#

Language: C# - Size: 6.52 MB - Last synced at: 3 days ago - Pushed at: over 7 years ago - Stars: 18 - Forks: 5

justinjjlee/NHL-Analytics

Data science analyses delving into National Hockey League (NHL) ice hockey statistics

Language: Python - Size: 28.4 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 17 - Forks: 2

Jstacs/Jstacs

Language: Java - Size: 36.8 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 19 - Forks: 4

nicofilippucci/PyEyeSim Fork of jozsarato/PyEyeSim

Integration and testing of new functionality for the library

Language: Jupyter Notebook - Size: 197 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 0 - Forks: 0

deeptime-ml/deeptime

Python library for analysis of time series data including dimensionality reduction, clustering, and Markov model estimation

Language: Python - Size: 13 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 796 - Forks: 85

CharlieNestor/markov_switching_model_stocks

This projects aims to implement a Markov Switching Model for stock returns using the Bayesian framework.

Language: Jupyter Notebook - Size: 4.1 MB - Last synced at: 10 days ago - Pushed at: 11 days ago - Stars: 0 - Forks: 0

OHBA-analysis/Cho2024_MEEG_RSN

Scripts for the Cho et al. (2024) manuscript

Language: Python - Size: 4.12 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 6 - Forks: 1

CHOWMHALVIN/Piano-Fingering-Suggestion-Model-with-Intuitive-UI

The primary objective of this project is to develop a first-order Hidden Markov Model (HMM) system for automatically suggesting feasible fingerings for a wide range of beginner to intermediate-level unannotated piano pieces through an intuitive user interface.

Language: Python - Size: 9.51 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 0 - Forks: 0

markovmodel/PyEMMA 📦

🚂 Python API for Emma's Markov Model Algorithms 🚂

Language: Python - Size: 10.3 MB - Last synced at: 12 days ago - Pushed at: over 1 year ago - Stars: 321 - Forks: 122

jamesross2/Bayesian-HMM

A non-parametric Bayesian approach to Hidden Markov Models

Language: Python - Size: 281 KB - Last synced at: about 3 hours ago - Pushed at: almost 2 years ago - Stars: 87 - Forks: 17

MillionIntegrals/hidden-markov-models

My repository containing independent implementation of Hidden Markov Model algorithms

Language: Python - Size: 22.5 KB - Last synced at: 14 days ago - Pushed at: about 7 years ago - Stars: 3 - Forks: 1

althonos/pyhmmer

Cython bindings and Python interface to HMMER3.

Language: Cython - Size: 10.5 MB - Last synced at: 9 days ago - Pushed at: about 1 month ago - Stars: 136 - Forks: 13

nshen7/vmrseq

An R package for detecting cell-to-cell variably methylated regions (VMRs) from single-cell bisulfite sequencing leveraging probabilistic models.

Language: R - Size: 85.6 MB - Last synced at: 4 days ago - Pushed at: 2 months ago - Stars: 9 - Forks: 0

mebrooks/growmod

An R package for fitting state-space models to repeated measures of multiple individuals with covariates

Language: R - Size: 2.83 MB - Last synced at: 14 days ago - Pushed at: about 2 years ago - Stars: 7 - Forks: 0

dcavar/python-tutorial-notebooks

Python tutorials as Jupyter Notebooks for NLP, ML, AI

Language: Jupyter Notebook - Size: 64.9 MB - Last synced at: 17 days ago - Pushed at: 5 months ago - Stars: 137 - Forks: 89

gdalle/HiddenMarkovModels.jl

A Julia package for simulation, inference and learning of Hidden Markov Models.

Language: Julia - Size: 11 MB - Last synced at: 7 days ago - Pushed at: 15 days ago - Stars: 102 - Forks: 11

rtviii/riboxyz

Language: HTML - Size: 892 MB - Last synced at: 3 days ago - Pushed at: 25 days ago - Stars: 0 - Forks: 0

r0nl/VoiceBasedMusicSystem

A voice based operatable music system to explore your music

Language: C++ - Size: 10.4 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 0 - Forks: 0

r0nl/HMMBasedDigitRecognition

Following is the Hidden Markov Model Implementation for Digit Recognition

Language: C++ - Size: 22.9 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 0 - Forks: 0

paulbrodersen/somnotate

Automated polysomnography for experimental animal research

Language: Python - Size: 163 KB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 14 - Forks: 7

chan9an/Hidden-Markov-Models-and-N-gram-Language-Models-for-Autocomplete-and-Spellchecking

This project leverages Hidden Markov Models (HMMs) and N-gram language models for autocomplete and spellchecking, improving text input accuracy and efficiency. Ideal for NLP applications in text prediction and correction.

Language: Jupyter Notebook - Size: 7.81 KB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 0 - Forks: 0

ChaoranHu/smam

R package for Statistical Modeling of Animal Movements

Language: C++ - Size: 1.65 MB - Last synced at: 21 days ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 2

iisys-hof/map-matching-2

High Performance Map Matching with Markov Decision Processes (MDPs) and Hidden Markov Models (HMMs).

Language: C++ - Size: 20.1 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 58 - Forks: 9

russelllab/kinaseResistance

A method to predict activating, deactivating and resistance mutations in kinases

Language: JavaScript - Size: 4.53 GB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

rmnldwg/lymph

Python package for statistical modelling of lymphatic metastatic spread in head & neck cancer.

Language: Python - Size: 111 MB - Last synced at: 10 days ago - Pushed at: about 1 month ago - Stars: 5 - Forks: 4

yairchu/SimProb

A simulation-based inference library optimized for readability

Language: Python - Size: 19.5 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

loeeeee/CS-304-Speech-Recognition-Code

Language: Jupyter Notebook - Size: 9.22 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

shivammehta25/Neural-HMM

Neural HMMs are all you need (for high-quality attention-free TTS)

Language: Jupyter Notebook - Size: 76.3 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 158 - Forks: 25

ChaitanyaC22/Syntactic-Processing-POS-Tagger

NLP: HMMs and Viterbi algorithm for POS tagging

Language: Jupyter Notebook - Size: 202 KB - Last synced at: 26 days ago - Pushed at: almost 4 years ago - Stars: 3 - Forks: 0

andy-byers/hmm

A small C++ library for working with hidden Markov models

Language: C++ - Size: 20.5 KB - Last synced at: 15 days ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

PsychoB1Wat1r/TSMC_2023_2DBJS_Simulation

Numerical solution and simulation of TSMC_2023.

Language: MATLAB - Size: 23.4 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

SamanKhamesian/Credit-Card-Fraud-Detection

This project is an implementation of credit card fraud detection using Hidden Markov Model (HMM)

Language: Python - Size: 8.79 KB - Last synced at: 19 days ago - Pushed at: almost 6 years ago - Stars: 13 - Forks: 2

marangiop/diff_BUM_HMM

Bayesian modelling approach for detecting RNA flexibility changes in high-throughput structure probing data under different conditions, based on an extension of the BUM-HMM method.

Language: HTML - Size: 101 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 11 - Forks: 1

bips-hb/HMMpa

Analysing Accelerometer Data Using Hidden Markov Models

Language: R - Size: 110 KB - Last synced at: 16 days ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

benrussell80/hmmviz 📦

A package for visualizing state transition graphs from hidden Markov models or other models.

Language: Python - Size: 88.9 KB - Last synced at: 7 days ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 2

jchou27/COSC10

QuadTree, HiddenMarkovModel, ImageProcessing, KevinBaconBFS, HuffmanCompression, CollabDraw

Language: Java - Size: 10.1 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

verneylmavt/hmm-text_analysis-py

(50.007) Machine Learning - 1D Project

Language: Jupyter Notebook - Size: 7.46 MB - Last synced at: 5 days ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

mrmh13801225/UT_AI

projects of the University of Tehran AI course

Language: Jupyter Notebook - Size: 5.19 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

dfleta/hidden-markov-models

Código curso Artificial Intelligence with Python sobre cadenas de Markov y hidden Markov models para el módulo de Modelos de Inteligencia Artificial del curso de especialización en IA y Big Data del IES de Teis

Language: Python - Size: 10.8 MB - Last synced at: 27 days ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

eyadrmsh/PM25_levels

Time series analysis of PM2.5 particles levels with R Markdown utilising Hidden Markov Models (HMM), Dynamic Linear Models (DLM).

Size: 373 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

faezeam/Hidden_markov_model_mnist

hidden markov model for image classification

Language: Jupyter Notebook - Size: 98.6 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

Rapfff/jajapy

Baum-Welch for all kind of Markov models

Language: Python - Size: 8.23 MB - Last synced at: 11 days ago - Pushed at: about 1 year ago - Stars: 21 - Forks: 2

erenokur/machine-learning-playground

Experiment with machine learning and AI algorithms, write guides, and documents.

Language: Python - Size: 41 KB - Last synced at: 22 days ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

HilarieSit/hmdbn

Re-implementation of Hidden Markov induced Dynamic Bayesian Network for inferring Gene Regulatory Networks from Drosophila time-series microarray data

Language: Python - Size: 70.3 KB - Last synced at: about 2 months ago - Pushed at: about 4 years ago - Stars: 3 - Forks: 0

rainerigius/hidden-markov-model

Python projects using the hmmlearn python library with performance analysis.

Language: Python - Size: 9.86 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

SergejRuff/Virusparies

Create Plots for VirusHuntergatherer virus discovery output (hittables)

Language: R - Size: 1.39 MB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

luisdamiano/gsoc17-hhmm

Bayesian Hierarchical Hidden Markov Models applied to financial time series, a research replication project for Google Summer of Code 2017.

Language: HTML - Size: 103 MB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 117 - Forks: 43

jessicasaikia/hidden-markov-model-HMM

This repository implements a Hidden Markov Model (HMM) for performing Parts of Speech (POS) Tagging on Assamese-English code-mixed texts.

Language: Python - Size: 358 KB - Last synced at: 21 days ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

oldrev/mapmatchingkit

A GPS map-matching algorithm library for .NET

Language: C# - Size: 1.1 MB - Last synced at: 15 days ago - Pushed at: almost 6 years ago - Stars: 69 - Forks: 21

gregothebyteknight/rock-paper-scissors

Plays rock-paper-scissors with high win rate using Hidden Markov Models (as part of freecodecamp qualification)

Language: Python - Size: 3.91 KB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

EmmanuelEzenwere/AIND-AIprojects

Portfolio of AI projects developed during my Udacity AI Nanodegree, covering Planning AI, Constraint Satisfaction, Hidden Markov Models, and Search algorithms.

Language: HTML - Size: 3.75 MB - Last synced at: 2 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

starkblaze01/Artificial-Intelligence-Codes

Collection of Artificial Intelligence Algorithms implemented on various problems

Language: Jupyter Notebook - Size: 5.88 MB - Last synced at: 3 days ago - Pushed at: over 4 years ago - Stars: 41 - Forks: 9

iManGHD/ComputerPerformanceEvaluation

Performance and Dependability Lab @ SUT

Language: Python - Size: 14.6 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

Hese49/Pomegranate1.1.0

Hidden Markov Chain, Bayesian Network

Language: Jupyter Notebook - Size: 1.87 MB - Last synced at: about 2 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

william-o-s/comp9418_assignment2

COMP9418 Assignment 2: Predicting people movement to increase light efficiency

Language: Python - Size: 302 KB - Last synced at: 7 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

aron0093/cy2path

Factorial latent dynamic models trained on Markovian simulations of biological processes using single cell RNA sequencing data.

Language: Python - Size: 184 KB - Last synced at: 6 months ago - Pushed at: 10 months ago - Stars: 2 - Forks: 0

Nikhil-Kumar-Patel/Hidden-Makov-Model

Hidden Markov Models in stock price forecasting.

Language: Jupyter Notebook - Size: 1.75 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 9 - Forks: 5

Sumolari/hmm

A Hidden Markov Model implemented in Javascript

Language: CoffeeScript - Size: 78.1 KB - Last synced at: 5 days ago - Pushed at: about 7 years ago - Stars: 32 - Forks: 4

LdDl/horizon

Map matching (snapping GPS points to road graph) and routing library in Go

Language: Go - Size: 24.8 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 44 - Forks: 6

jsngn/nlp-hmm

Natural Language Processing algorithm using a Hidden Markov Model

Language: Java - Size: 1.48 MB - Last synced at: 8 months ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

AaronFeller/Cinful_v2

HMMER-based microcin search using full microcin sequences and double-glycine signal region.

Language: Jupyter Notebook - Size: 25.9 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

goldman-gp-ebi/protein-identification-manuscript

Language: Jupyter Notebook - Size: 16.1 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

GarroshIcecream/ChadHMM

Yet another implementation of Hidden (Semi-) Markov Models in PyTorch with several extensions. Feel free to contribute.

Language: Python - Size: 180 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

binglel/vad_lrt_hmm

A statistical model-based Voice Activity Detector

Language: Python - Size: 725 KB - Last synced at: 9 months ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 1

GiulioTaralli/Hidden-Markov-Model-NER-tagging Fork of Toure-exe/Hidden-Markov-Model-NER-tagging

NER tagging with HMM and Viterbi algorithm - University Project

Language: Jupyter Notebook - Size: 28.7 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

Toure-exe/Hidden-Markov-Model-NER-tagging

NER tagging with HMM and Viterbi algorithm

Language: Jupyter Notebook - Size: 28.7 MB - Last synced at: 9 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 1

neelpy/SMS-Text-Normalization-HMM-MEMM

Implementation of the paper on Text normalization by Choudhury et al.

Language: Python - Size: 332 KB - Last synced at: 9 months ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

raysas/simple-HMM-toy

Hidden Markov Model implemented from scratch for the 5′ splice-site recognition problem

Language: Python - Size: 504 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

prasanth5reddy/CSE-569-Fundamentals-of-Statistical-Learning

CSE 569, Fall 2019 Fundamentals of Statistical Learning Course at ASU

Language: Python - Size: 2.12 MB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 0

lena-lenkeit/markov-transformers

Unsupervised decoding of hidden markov models from transformer residual streams (for transformers also trained on HMM data and acting as optimal predictors of the HMM)

Language: Python - Size: 127 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

Yoxem/pakkau

a lomaji to hanji Taiwanese (Hokkien) converter

Language: Python - Size: 1.82 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

AntoineG92/Hidden-Markov-models_electricity_forecast Fork of zakaryaxali/smc_electricity_forecast

Projet ENSAE - Modèles à chaîne de Markov cachée et méthodes de Monte Carlo séquentielles - Antoine Grelety, Samir Tanfous, Zakarya Ali

Language: Jupyter Notebook - Size: 86.4 MB - Last synced at: 10 months ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 0

FabioMurgese/PatternRecognition

Language: Jupyter Notebook - Size: 86.9 MB - Last synced at: 10 months ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

nglm/submapp

Implementation of PROFHMM method (Combining Self-Organizing Maps and Hidden Markov Models)

Language: Python - Size: 4.09 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

chintanckg/hmm-pos-tagger

Language: Jupyter Notebook - Size: 4.01 MB - Last synced at: 11 months ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

iankurgarg/Brain-Wave-Classification-HMM

Language: Python - Size: 147 MB - Last synced at: 10 months ago - Pushed at: almost 8 years ago - Stars: 3 - Forks: 1

rachelhox/ASR-for-GPS

The Hidden Markov Model Toolkit (HTK) - Automated Speech Recognition Model for GPS

Language: Python - Size: 20.8 MB - Last synced at: 11 months ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 1

poypoyan/edhsmm 📦

An(other) implementation of Explicit Duration Hidden Semi-Markov Models in Python 3

Language: Jupyter Notebook - Size: 218 KB - Last synced at: 10 months ago - Pushed at: 11 months ago - Stars: 8 - Forks: 3

LauraVerdesca/LB1_report

In this project we developed an HMM model for the Kuntiz domain to potentially annotate new sequences.

Language: ReScript - Size: 1.41 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

peterson-tim-j/HydroState

An R package for identifying regime change in streamflow.

Language: R - Size: 16 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 10 - Forks: 6

AnshulRanjan2004/PyHMM

A python implementation of isolated word recognition using Discrete Hidden Markov Model

Language: Python - Size: 43.6 MB - Last synced at: 14 days ago - Pushed at: 12 months ago - Stars: 3 - Forks: 1

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.

Language: Python - Size: 342 MB - Last synced at: 11 months ago - Pushed at: about 5 years ago - Stars: 55 - Forks: 6