CellRank: dynamics from multi-view single-cell data

LexRank algorithm for text summarization

Applied Probability Theory for Everyone

Exploratory spatiotemporal data analysis and Geospatial distribution dynamics analysis

Markov chain generator for Python and/or Swift

A software package for algebraic, geometric and combinatorial problems on linear spaces. By R. Hemmecke, R. Hemmecke, M. Köppe, P. Malkin, M. Walter

Pure Python 2.7 implementation of solving Absorbing Markov Chains (no dependencies)

🤖 Quantum-powered excuse generator for developers. Blame bugs on cosmic rays, AI sentience, or Schrödinger’s intern.

⛓️ Python package which provides you a simple way to generate phrases using Markov chains.

🦜 DISCOTRESS 🦜 is a software package to simulate and analyse the dynamics on arbitrary Markov chains

Auto generate text using Markov models.

Cosmological parameter estimation with the MCMC Hammer, please use https://cosmo-gitlab.phys.ethz.ch/cosmo/CosmoHammer, this repository is outdated ! Docs at http://cosmo-docs.phys.ethz.ch/cosmoHammer/

Markov Decision Processes in Python

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

Various text/word generation methods implemented in Unity.

Fast, accurate taxonomic assignments for the human vaginal microbiota

Legitimate text goes in, plausible gibberish comes out.

The current VB6 application is a detector that uses observation sequences to construct the transition matrices for two models, which are merged into a single log-likelihood matrix (LLM). A scanner can use this LLM to search for regions of interest inside a longer sequence called z (the target).

This application makes predictions by multiplying a probability vector with a transition matrix multiple times (n steps - user defined). On each step the values from the resulting probability vectors are plotted on a chart. The resulting curves on the chart indicate the behavior of the system over a number of steps.