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Markov Chain Python Packages

Python packages with the GitHub topic markov-chain. Sorted by relevance, with stars and monthly downloads.
cogent3
cogent3

Comparative Genomics Toolkit 3

25K 134 67
abimael10
anomaly-grid-py

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

9K 1 0
DES-Lab
aalpy

An Automata Learning Library Written in Python

9K 231 40
TommasoBelluzzo
pydtmc

A library for discrete-time Markov chains analysis.

8K 94 18
MuteJester
lzgraphs

LZ76 Graphs and Applications in Immunology

8K 6 0
thibaudcolas
markov-draftjs

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

8K 1 0
pypmc
pypmc

Clustering with variational Bayes and population Monte Carlo

7K 51 13
dpeerlab
palantir

Single cell trajectory detection

6K 309 61
cdslaborg
paramonte

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

3K 305 36
fjosw
pyerrors

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

3K 52 21
maximtrp
mchmm

Markov Chains and Hidden Markov Models in Python

1K 138 24
msr8
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

962 13 1
virgesmith
neworder

A dynamic microsimulation framework

687 20 4
AndreaBlengino
baypy

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

653 1 0
dead-beef
markovchain

Markov chain generator

575 18 4
dbjohnson
midigen

Python library for generating simple chord progression midi files

485 11 1
aadya940
chainopy

A Python Library for Markov Chain based Stochastic Analysis!

441 23 1
sadrasabouri
pyrandwalk

:walking:Python Library for Random Walks

422 24 2
kalyaniuniversity
mc4

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

364 26 5
ggouzi
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

359 9 3
JoostBerkhout
pykda

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

353 2 0
forshaur
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

331 2 1
jgddesigns
stateshaper

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

330 1 0
accraze
ia-markov

Train Markov models on Internet Archive text files.

320 8 3
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