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deeptime-ml
deeptime

Python library for analysis of time series data including dimensionality reduction, clustering, and Markov model estimation

9K 858 88
DavideAltomare
channelattribution

Markov Model for Online Multi-Channel Attribution

7K 17 1
markovmodel
pyemma

🚂 Python API for Emma's Markov Model Algorithms 🚂

3K 339 126
borchero
pycave

Traditional Machine Learning Models for Large-Scale Datasets in PyTorch.

2K 129 13
markovmodel
msmtools

Tools for estimating and analyzing Markov state models

1K 41 27
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

942 13 1
msmbuilder
msmbuilder

:building_construction: Statistical models for biomolecular dynamics :building_construction:

588 166 93
eeghor
mta

Multi-Touch Attribution

450 128 36
aadya940
chainopy

A Python Library for Markov Chain based Stochastic Analysis!

442 23 1
jdrusso
msm-we

History-augmented Markov analysis of weighted ensemble trajectories.

441 8 7
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

333 2 1
accraze
ia-markov

Train Markov models on Internet Archive text files.

319 8 3
mauricelanghinrichs
memocell

Bayesian inference of stochastic cellular processes with and without memory in Python.

247 1 1
janjoswig
cnnclustering

A Python package for common-nearest-neighbours clustering

230 9 0
Avery246813579
rainbowchain

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

205 3 0
msmbuilder
testmsm

MSMBuilder: Statistical models for Biomolecular Dynamics

97 166 93
HH-MWB
markovm

Python library for Markov Models.

88 0 0
PiotrekGa
mtdlearn

Package for training Generalized Mixture Transition Distribution (MTDg) models

82 10 2
msmbuilder
msmbuilder2022

MSMBuilder: Statistical models for Biomolecular Dynamics

77 166 93
maxschmaltz
marchie

MarChie: a Compact Open Source Tool for Analyzing Discrete Markov Chains.

69 1 0
OpenJarbas
markovjson

json meets markov chains

50 0 0
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