Markov Model Python Packages

deeptime

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

channelattribution

Markov Model for Online Multi-Channel Attribution

pyemma

🚂 Python API for Emma's Markov Model Algorithms 🚂

pycave

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

msmtools

Tools for estimating and analyzing Markov state models

mchmm

Markov Chains and Hidden Markov Models in Python

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

:building_construction: Statistical models for biomolecular dynamics :building_construction:

msm-we

History-augmented Markov analysis of weighted ensemble trajectories.

mta

Multi-Touch Attribution

chainopy

A Python Library for Markov Chain based Stochastic Analysis!

adyant

Intelligent wordlist generator for URL discovery | No matter how big a wordlist is, it's usually top-n segments from that wordlist that get you what you're looking for. adyant helps you look for those rare paths without creating much noise. Quickly. | Based on Markov chain

ia-markov

Train Markov models on Internet Archive text files.

memocell

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

cnnclustering

A Python package for common-nearest-neighbours clustering

rainbowchain

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

testmsm

MSMBuilder: Statistical models for Biomolecular Dynamics

markovm

Python library for Markov Models.

mtdlearn

Package for training Generalized Mixture Transition Distribution (MTDg) models

msmbuilder2022

:building_construction: Statistical models for biomolecular dynamics :building_construction:

marchie

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

markovjson

json meets markov chains