markov-model | Topic | Ecosyste.ms: Repos

Topic: "markov-model"

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: about 2 months ago - Pushed at: about 2 months ago - Stars: 796 - Forks: 85

markovmodel/PyEMMA 📦

🚂 Python API for Emma's Markov Model Algorithms 🚂

Language: Python - Size: 10.3 MB - Last synced at: 26 days ago - Pushed at: over 1 year ago - Stars: 324 - Forks: 122

markovmodel/deeptime

Deep learning meets molecular dynamics.

Language: Jupyter Notebook - Size: 2.57 MB - Last synced at: 25 days ago - Pushed at: about 6 years ago - Stars: 178 - Forks: 40

msmbuilder/msmbuilder 📦

:building_construction: Statistical models for biomolecular dynamics :building_construction:

Language: Python - Size: 6.91 MB - Last synced at: 2 days ago - Pushed at: over 4 years ago - Stars: 158 - Forks: 95

maximtrp/mchmm

Markov Chains and Hidden Markov Models in Python

Language: Python - Size: 207 KB - Last synced at: 3 days ago - Pushed at: 7 months ago - Stars: 127 - Forks: 24

borchero/pycave

Traditional Machine Learning Models for Large-Scale Datasets in PyTorch.

Language: Python - Size: 683 KB - Last synced at: 4 days ago - Pushed at: 5 days ago - Stars: 126 - Forks: 13

eeghor/mta

Multi-Touch Attribution

Language: Python - Size: 344 KB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 116 - Forks: 36

kingaa/pomp

R package for statistical inference using partially observed Markov processes

Language: R - Size: 1.01 GB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 114 - Forks: 27

ignis-sec/Markopy

Markov Model libraries, optimized for cracking-focused password generations.

Language: C++ - Size: 63.6 MB - Last synced at: about 1 month ago - Pushed at: almost 4 years ago - Stars: 112 - Forks: 8

spedygiorgio/markovchain

Easy Handling Discrete Time Markov Chains

Language: R - Size: 28.6 MB - Last synced at: 12 days ago - Pushed at: 7 months ago - Stars: 105 - Forks: 39

markovmodel/pyemma_tutorials

How to analyze molecular dynamics data with PyEMMA

Language: Jupyter Notebook - Size: 16 MB - Last synced at: 25 days ago - Pushed at: about 6 years ago - Stars: 75 - Forks: 35

lucylow/Deep-Learning-Mahjong---

Reinforcement learning (RL) implementation of imperfect information game Mahjong using markov decision processes to predict future game states

Language: JavaScript - Size: 476 KB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 72 - Forks: 10

aws-samples/amazon-sagemaker-amazon-routing-challenge-sol

AWS Last Mile Route Sequence Optimization

Language: Python - Size: 1.95 MB - Last synced at: 2 days ago - Pushed at: 12 months ago - Stars: 64 - Forks: 16

smashwilson/hubot-markov

Hubot watches all, and builds a markov model from everything you say.

Language: CoffeeScript - Size: 527 KB - Last synced at: 2 days ago - Pushed at: over 2 years ago - Stars: 62 - Forks: 23

kinglegendzzh/chordPrediction

音乐创作工具(基于马尔科夫链的和弦预测算法)

Language: Python - Size: 140 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 56 - Forks: 5

jbclements/molis-hai

Password Generation using Markov models, Huffman trees, and Charles Dickens

Language: Racket - Size: 2 MB - Last synced at: 4 days ago - Pushed at: over 6 years ago - Stars: 43 - Forks: 6

markovmodel/msmtools

Tools for estimating and analyzing Markov state models

Language: Python - Size: 1.75 MB - Last synced at: 25 days ago - Pushed at: almost 3 years ago - Stars: 41 - Forks: 27

pierucci/heemod

:chart_with_upwards_trend:Markov Models for Health Economic Evaluations

Language: R - Size: 17.5 MB - Last synced at: 5 months ago - Pushed at: almost 3 years ago - Stars: 41 - Forks: 25

yuvalpinter/m3gm

Max-Margin Markov Graph Models for WordNet (EMNLP 2018)

Language: Python - Size: 673 KB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 41 - Forks: 9

eheinzen/elo

An R package to calculate Elo ratings

Language: R - Size: 496 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 36 - Forks: 3

danieljsharpe/DISCOTRESS

🦜 DISCOTRESS 🦜 is a software package to simulate and analyse the dynamics on arbitrary Markov chains

Language: C++ - Size: 4.35 MB - Last synced at: 2 months ago - Pushed at: almost 4 years ago - Stars: 25 - Forks: 5

yjlolo/pytorch-deep-markov-model

PyTorch re-implementation of [Structured Inference Networks for Nonlinear State Space Models, AAAI 17]

Language: Python - Size: 223 KB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 24 - Forks: 1

Rapfff/jajapy

Baum-Welch for all kind of Markov models

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

mccallofthewild/markov

⛓ A Crystal library for building Markov Chains and running Markov Processes.

Language: Crystal - Size: 139 KB - Last synced at: about 2 months ago - Pushed at: about 4 years ago - Stars: 21 - Forks: 0

Jstacs/Jstacs

Language: Java - Size: 36.8 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 19 - Forks: 4

MathWorks-Teaching-Resources/Applied-Linear-Algebra

A collection of teaching scripts showing applications of linear algebra to chemistry, computer science, mechanical engineering, and more.

Language: MATLAB - Size: 57.4 MB - Last synced at: about 2 months ago - Pushed at: 7 months ago - Stars: 19 - Forks: 5

markovmodel/adaptivemd

A python framework to run adaptive Markov state model (MSM) simulation on HPC resources

Language: Python - Size: 3.85 MB - Last synced at: 25 days ago - Pushed at: about 1 year ago - Stars: 18 - Forks: 8

aadya940/chainopy

ChainoPy: A Python Library for Discrete Time Markov Chain based stochastic analysis

Language: Jupyter Notebook - Size: 1.11 MB - Last synced at: 6 days ago - Pushed at: 10 months ago - Stars: 17 - Forks: 1

An automatic improvisation software and an interactive installation that generates chord progressions and melodies on the fly, following the playing of the musician, understanding the modal changes and providing an artificial musical companion that could provide new unexpected composition ideas.

Language: Python - Size: 533 KB - Last synced at: 7 months ago - Pushed at: about 2 years ago - Stars: 17 - Forks: 1

msmbuilder/msmexplorer

Data visualizations for biomolecular dynamics

Language: Python - Size: 563 KB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 17 - Forks: 17

rohitkrai03/iterators

Share Market Prediction App using Markov Chains Model

Language: PHP - Size: 11.7 MB - Last synced at: about 2 months ago - Pushed at: almost 8 years ago - Stars: 16 - Forks: 15

msr8/markify

Markify is an open source command line application written in python which scrapes data from your social media accounts and utilises markov chains to generate new sentences based on the scraped data

Language: Python - Size: 26.7 MB - Last synced at: 18 days ago - Pushed at: 10 months ago - Stars: 13 - Forks: 1

msepulcre/CAM-model

Empirical Models for the Realistic Generation of Cooperative Awareness Messages in Vehicular Networks

Language: M - Size: 343 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 13 - Forks: 2

HirojiSawatari/Wetland-GIS

A land management system base on C#

Language: C# - Size: 29.4 MB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 13 - Forks: 7

jrdnmdhl/heRomod2

Reproducible cost-effectiveness modeling

Language: HTML - Size: 1.15 MB - Last synced at: 30 days ago - Pushed at: 30 days ago - Stars: 10 - Forks: 0

abrisene/acausal

Easily create and pick values from Random Distributions and Markov Chains.

Language: TypeScript - Size: 1.53 MB - Last synced at: 29 days ago - Pushed at: 10 months ago - Stars: 10 - Forks: 0

PiotrekGa/mtd-learn

Package for training Generalized Mixture Transition Distribution (MTDg) models

Language: Python - Size: 423 KB - Last synced at: 12 days ago - Pushed at: over 1 year ago - Stars: 10 - Forks: 2

aijunbai/markov-game

Stochastic Markov Games

Language: Python - Size: 143 KB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 10 - Forks: 5

contefranz/msmtools

msmtools introduces a fast and general method for restructuring classical longitudinal datasets into augmented ones.

Language: R - Size: 3.32 MB - Last synced at: 2 months ago - Pushed at: 9 months ago - Stars: 9 - Forks: 5

shubham0204/text-predictor-android

Next word prediction and word auto-complete for Android - with the power of Rust 🚀

Language: Kotlin - Size: 13.4 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 9 - Forks: 0

janjoswig/CommonNNClustering

A Python package for common-nearest-neighbours clustering

Language: Cython - Size: 204 MB - Last synced at: 13 days ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 0

healeycodes/markov-chain-generator

🤖 Build and consume Markov chain models to generate random realistic text.

Language: Python - Size: 123 KB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 8 - Forks: 3

accraze/python-ia-markov

Train Markov models on Internet Archive text files.

Language: Python - Size: 63.5 KB - Last synced at: 10 days ago - Pushed at: about 6 years ago - Stars: 8 - Forks: 3

pmontalb/MarkovModels

Classical models implemented from a Markov operator's perspective

Language: Python - Size: 1010 KB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 8 - Forks: 4

kingaa/PartiallyObservedMarkovProcesses.jl

pomp in Julia

Language: Julia - Size: 15 MB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 7 - Forks: 1

felipetovarhenao/midi-improviser

A web application for generating polyphonic music improvisations as MIDI files.

Language: JavaScript - Size: 623 KB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 7 - Forks: 2

jdrusso/msm_we

History-augmented Markov analysis of weighted ensemble trajectories.

Language: Python - Size: 437 MB - Last synced at: 7 days ago - Pushed at: about 2 years ago - Stars: 7 - Forks: 7

NicolaBernini/Course_Statistics

Material related to an Introductory Statistics Course

Size: 32.2 KB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 7 - Forks: 1

sonsoleslp/tna

Transition Network Analysis R package

Language: R - Size: 140 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 6 - Forks: 0

DavideAltomare/ChannelAttribution

Markov Model for Online Multi-Channel Attribution

Language: C++ - Size: 2.3 MB - Last synced at: 10 months ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 1

amajji/Markov-Chain

Markov Chain overview and their implementations in Finance

Language: Jupyter Notebook - Size: 1.29 MB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 6 - Forks: 2

jnalanko/VOMM

Space-efficient variable-order Markov models

Language: C++ - Size: 1.98 MB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 6 - Forks: 0

sohailahmedkhan/Sentence-Completion-using-Hidden-Markov-Models

The goal of this script is to implement three langauge models to perform sentence completion, i.e. given a sentence with a missing word to choose the correct one from a list of candidate words. The way to use a language model for this problem is to consider a possible candidate word for the sentence at a time and then ask the language model which version of the sentence is the most probable one.

Language: Python - Size: 5.86 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 6 - Forks: 0

RameshAditya/markov-sherlock-holmes-twitterbot

Markov model manually implemented that predicts words probabilistically based on historic data.

Language: Python - Size: 25.4 KB - Last synced at: about 2 months ago - Pushed at: over 7 years ago - Stars: 6 - Forks: 2

CardiacModelling/markov-builder

Tool for building and manipulating Markov models of ion-channel kinetics

Language: Python - Size: 742 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 5 - Forks: 2

patrick-brian-mooney/douchebag_brainwaves

Script that generates thoughts that Paul Graham hasn't bothered to have. Yet.

Language: Python - Size: 47.9 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 5 - Forks: 0

Gagniuc/Markov-Chains-VB6

Markov Chains in Visual Basic 6.0 (VB6) - These applications use transition matrices to make predictions by using a Markov chain. For exemplification, the values from the transition matrix, in any of the three applications, represent the transition probabilities between two states found in a sequence of observations.

Language: Visual Basic 6.0 - Size: 2.67 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 2

Gagniuc/Markov-Chains-Prediction-framework

This application makes predictions by multiplying a probability vector with a transition matrix multiple times (n steps - user defined). On each step the values from the resulting probability vectors are plotted on a chart. The resulting curves on the chart indicate the behavior of the system over a number of steps.

Language: Visual Basic 6.0 - Size: 64.5 KB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 2

Tw1ddle/word-reactor

:8ball: A Markov process-based word generator inside a physics ballpool

Language: JavaScript - Size: 17.9 MB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 1

danieljsharpe/DISCOTRESS_tutorials

Learn to get started using DISCOTRESS with these tutorials! Then apply to your own Markov chains in ecology 🦜🌴 economics 💸📈 biophysics 🧬🦠 and more!

Language: Brainfuck - Size: 5.43 MB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 2

RullDeef/MathAlgorithms

Advanced normal algorifm executor

Language: Python - Size: 36.1 KB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 5 - Forks: 0

SABERGLOW/Java_Programming_Principles_of_Software_Design

My solutions to assignments/problems for the course (Java Programming: Principles of Software Design) offered by Duke University at Coursera.

Language: Java - Size: 760 KB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 1

muzavan/blog-generator

Generate Blog using Simple Markov Chain

Language: C# - Size: 2.81 MB - Last synced at: about 1 year ago - Pushed at: about 8 years ago - Stars: 5 - Forks: 0

AnshulRanjan2004/PyHMM

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

Language: Python - Size: 43.6 MB - Last synced at: 6 days ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 1

valentinomario/HMM-Stock-Market-Prediction

MATLAB program to train and test a HMM model for stock market predictions

Language: MATLAB - Size: 4.73 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 1

Gagniuc/Markov-Chains-The-weather

This application uses a transition matrix to make predictions by using a Markov chain. For exemplification, the values from the transition matrix represent the transition probabilities between two states found in a sequence of observations.

Language: Visual Basic 6.0 - Size: 116 KB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 2

Gagniuc/Markov-Chains-Simulation-framework

The Markov Chains - Simulation framework is a Markov Chain Generator that uses probability values from a transition matrix to generate strings. At each step the new string is analyzed and the letter frequencies are computed. These frequencies are displayed as signals on a graph at each step in order to capture the overall behavior of the MCG.

Language: Visual Basic 6.0 - Size: 48.8 KB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 2

cnettel/cnF2freq

Compute haplotype and genotype probabilities, and perform imputation, in arbitrary pedigrees, including cases under possible observational errors.

Language: C++ - Size: 1.06 MB - Last synced at: 7 months ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 2

Gagniuc/Markov-Chains-scanner

The current JS application is a detector that uses observation sequences to construct the transition matrices for two models, which are merged into a single log-likelihood matrix (LLM). A scanner can use this LLM to search for regions of interest inside a longer sequence called z (the target).

Language: HTML - Size: 119 KB - Last synced at: 4 days ago - Pushed at: about 3 years ago - Stars: 4 - Forks: 0

MatthewWolff/MarkovTweets

Trump Twitter Bot. Uses N-Gram Language Modeling with Markov Chains

Language: Python - Size: 23.7 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 4 - Forks: 0

jganzabal/Sampling-Markov-Model-Example

How to infer the transition probabilities for an HMM and the effects of sampling. This is a complement on some discussion about the follow lecture https://youtu.be/34Noy-7bPAo of the Artificial Intelligence Nano degree from Udacity

Language: Jupyter Notebook - Size: 877 KB - Last synced at: about 1 year ago - Pushed at: about 8 years ago - Stars: 4 - Forks: 1

navierula/Haiku-Text-Generation

My research project explores Markov models in regards to text generation - namely poetry/haikus!

Language: Python - Size: 3.03 MB - Last synced at: about 2 months ago - Pushed at: over 8 years ago - Stars: 4 - Forks: 1

n8thangreen/DTtoMM

Decision tree to Markov models using S3 tutorial code

Language: R - Size: 349 KB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 3 - Forks: 0

fabrice-rossi/mixvlmc

Variable Length Markov Chains with Covariates

Language: R - Size: 18.2 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 3 - Forks: 4

joeclark-phd/multimarkov

multi-order Markov models for procedural generation -- now in Rust

Language: Rust - Size: 91.8 KB - Last synced at: 8 days ago - Pushed at: 6 months ago - Stars: 3 - Forks: 2

bemxio/markov-music-generator

A MIDI music generator, using Markov chains

Language: Python - Size: 54 MB - Last synced at: 3 months ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 0

siddarthjha/Hidden-Markov-Model-Java

Implementation of Forward-Backward and Viterbi Algorithm in Java

Language: Java - Size: 1.58 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 2

balcilar/SemiSupervisedMarkovRandomWalk

Semi Supervised Classification with Markov Random Walks

Language: Python - Size: 19.5 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 2

danielhanchen/Reversing_Markov_Chains

Sometimes we want to ”reverse” a Markov Chain process. Taking the inverse of the transition matrix allows this to work, but the inverse result is not a transition matrix. If I wanted to model a population going to work, and then going back home, negative and greater than 1 probabilities in the inverse matrix will cause issues. I propose a method to compute the ”inverse” of a transition matrix, and the result is still a transition matrix

Language: Python - Size: 139 KB - Last synced at: 2 months ago - Pushed at: over 7 years ago - Stars: 3 - Forks: 0

Avery246813579/Python-Rainbow-Chain

A new way to create Markov Models in which you can seed sentences with a topic!

Language: Python - Size: 9.52 MB - Last synced at: 26 days ago - Pushed at: over 7 years ago - Stars: 3 - Forks: 0

bdrupieski/GitHubProfileDefacer

make fake git commits in the shape of a pattern on your GitHub contributions graph

Language: C# - Size: 4.25 MB - Last synced at: 6 days ago - Pushed at: over 7 years ago - Stars: 3 - Forks: 0

stjude-smc/SPARTAN

Software for automated analysis of single molecule fluorescence and FRET (smFRET) data

Language: MATLAB - Size: 29.9 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 2 - Forks: 1

akgarhwal/Random-Text-Generator

Implemented Random text generator using order-K Markov model in Java Language.

Language: Java - Size: 11.7 KB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 2 - Forks: 0

lamethods/lamethods.github.io

Learning analytics methods and tutorials - A practical guide using R

Language: HTML - Size: 532 MB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 2 - Forks: 3

s1dewalker/Futures-trading

A glimpse of Futures trading. Data Analytics | Quantitative Analysis | Model Development | Risk Management | Wealth Management

Language: Jupyter Notebook - Size: 14 MB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 2 - Forks: 1

patrick-brian-mooney/make-america-sad-again

Code generating Donald Trump-style tweets for @false_trump

Language: Python - Size: 4.11 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

saifulapu/StratigraphicMM

The code snippets and repositories are for generating embedded markov model to establish facies changes in the stratigraphic succession

Language: MATLAB - Size: 21.5 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

lachlanpage/Markov-Chain-Sentence-Generator

Exploring markov chains in python for sentence generation

Language: Python - Size: 568 KB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 1

tom-wolfe/markov-typescript

A Markov Chain library written in TypeScript, inspired by otac0n/markov and chriscore/MarkovSharp

Language: TypeScript - Size: 265 KB - Last synced at: 23 days ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 2

rballester/gmtorch

Graphical Modeling in PyTorch

Language: Python - Size: 252 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

Stassi/markovian-nlp

NLP tools generate Markov sentences & models.

Language: JavaScript - Size: 1.29 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

Gagniuc/Diabetes-prediction-1.0

Diabetes prediction V1.0 uses the Markov Chains method. First, this VB6 application converts a sequence of numbers into states. The states are arranged in a transition matrix and the transition probabilities are calculated for each element. Next, the transition matrix is further used for a prediction in a Markov chain.

Language: Visual Basic 6.0 - Size: 3.26 MB - Last synced at: 7 days ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0