Markov Chain Python Packages

neuralmind

Persistent memory for AI coding agents. Your agent learns your codebase the way a senior engineer would — what files go together, what you usually edit next. Works with Claude Code, Cursor, Cline, Continue. 100% local. (Side effect: 40-70× cheaper code questions.)

13K 14 0

cogent3

Comparative Genomics Toolkit 3

10K 136 67

markov-draftjs

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

10K 1 0

pypmc

Clustering with variational Bayes and population Monte Carlo

9K 51 13

anomaly-grid-py

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

8K 1 0

palantir

Single cell trajectory detection

8K 324 62

lzgraphs

LZ76 Graphs and Applications in Immunology

7K 7 0

pydtmc

A library for discrete-time Markov chains analysis.

6K 96 19

transitionmatrix

Statistical analysis and visualization of state transition phenomena

2K 85 32

paramonte

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

2K 306 36

pyerrors

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

1K 56 21

markovchain

Markov chain generator

910 18 4

neworder

A dynamic microsimulation framework for python

869 19 4

baypy

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

620 1 0

markov-word-generator

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

617 10 3

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

518 13 1