Markov Chain Python Packages

cogent3

Comparative Genomics Toolkit 3

anomaly-grid-py

Python bindings of a Rust library for anomaly detection in finite alphabets using variable-order Markov chains.

aalpy

An Automata Learning Library Written in Python

pydtmc

A library for discrete-time Markov chains analysis.

lzgraphs

LZ76 Graphs and Applications in Immunology

markov-draftjs

Draft.js sample content generated with Markov chains of Project Gutenberg books.

pypmc

Clustering with variational Bayes and population Monte Carlo

palantir

Single cell trajectory detection

paramonte

ParaMonte: Parallel Monte Carlo and Machine Learning Library for Python, MATLAB, Fortran, C++, C.

pyerrors

Error propagation and statistical analysis for Monte Carlo simulations in lattice QCD and statistical mechanics using autograd.

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

neworder

A dynamic microsimulation framework

baypy

Python library for solving bayesian regression models through a Monte Carlo Markov chain sampling.

markovchain

Markov chain generator

midigen

Python library for generating simple chord progression midi files

chainopy

A Python Library for Markov Chain based Stochastic Analysis!

pyrandwalk

:walking:Python Library for Random Walks

mc4

An implementation of Markov Chain Type 4 Rank Aggregation algorithm in Python

markov-word-generator

A small Python librairy to generate random credible words based on a list of words by esimating the probability of the next character from the frequency of the previous ones

pykda

Python package for the Kemeny Decomposition Algorithm (KDA) together with some Markov chain tooling.

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

stateshaper

An infinite, deterministic token stream derived from just one number.

ia-markov

Train Markov models on Internet Archive text files.