Markov Chain Python Packages

cogent3

Comparative Genomics Toolkit 3

23K 135 67

anomaly-grid-py

Deviation detection using variable-order Markov-chains in finite alphabet sequences

9K 1 0

markov-draftjs

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

8K 1 0

pydtmc

A library for discrete-time Markov chains analysis.

8K 94 18

lzgraphs

LZ76 Graphs and Applications in Immunology

6K 6 0

palantir

Single cell trajectory detection

6K 310 61

aalpy

An Automata Learning Library Written in Python

5K 233 40

pypmc

Clustering with variational Bayes and population Monte Carlo

4K 51 13

mchmm

Markov Chains and Hidden Markov Models in Python

3K 138 24

pyerrors

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

2K 53 21

paramonte

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

1K 305 36

rainbowchain

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

1K 3 0

baypy

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

755 1 0

chainopy

A Python Library for Markov Chain based Stochastic Analysis!

566 23 1

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

487 13 1

influence-model

A Python implementation of the influence model, a generative model that describes the interactions between networked Markov chains

445 0 0

cov19

Prediction for the spread of COVID-19 using Epidemiological Models

437 1 0

neworder

A dynamic microsimulation framework

427 20 4

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

394 9 3