Markov Model Python Packages

channelattribution

Markov Model for Online Multi-Channel Attribution

deeptime

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

pyemma

PyEMMA: Emma's Markov Model Algorithms

mchmm

Markov Chains and Hidden Markov Models in Python

pycave

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

msmtools

Tools for estimating and analyzing Markov state models

rainbowchain

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

chainopy

A Python Library for Markov Chain based Stochastic Analysis!

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

msmbuilder

MSMBuilder: Statistical models for Biomolecular Dynamics

mta

Multi-Touch Attribution

msm-we

History-augmented Markov analysis of weighted ensemble trajectories.

cnnclustering

A Python package for common-nearest-neighbours clustering

adyant

Markov chain URL wordlist generator for security research and fuzzing pipelines

ia-markov

Train Markov models on Internet Archive text files.

memocell

Bayesian inference of stochastic cellular processes with and without memory in Python.

mtdlearn

Package for training Mixture Transition Distribution (MTD) models

msmbuilder2022

:building_construction: Statistical models for biomolecular dynamics :building_construction:

testmsm

:building_construction: Statistical models for biomolecular dynamics :building_construction:

markovm

Python library for Markov Models.

marchie

An Open Source Tool for Analyzing Discrete Markov Chains.

markovjson

json meets markov chains