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

🚂 Python API for Emma's Markov Model Algorithms 🚂

pycave

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

mta

Multi-Touch Attribution

msmtools

Tools for estimating and analyzing Markov state models

msmbuilder

:building_construction: Statistical models for biomolecular dynamics :building_construction:

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

mchmm

Markov chains and Hidden Markov models

ia-markov

Train Markov models on Internet Archive text files.

chainopy

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

msm-we

Code for Markov state modeling 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

memocell

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

rainbowchain

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

msmbuilder2022

:building_construction: Statistical models for biomolecular dynamics :building_construction:

mtdlearn

Package for training Generalized Mixture Transition Distribution (MTDg) models

testmsm

:building_construction: Statistical models for biomolecular dynamics :building_construction:

markovm

Python library for Markov Models.

marchie

MarChie: a Compact Open Source Tool for Analyzing Discrete Markov Chains.

markovjson

json meets markov chains