There are 2 repositories under markov-model topic.
Python library for analysis of time series data including dimensionality reduction, clustering, and Markov model estimation
🚂 Python API for Emma's Markov Model Algorithms 🚂
Deep learning meets molecular dynamics.
:building_construction: Statistical models for biomolecular dynamics :building_construction:
R package for statistical inference using partially observed Markov processes
Easy Handling Discrete Time Markov Chains
Reinforcement learning (RL) implementation of imperfect information game Mahjong using markov decision processes to predict future game states
How to analyze molecular dynamics data with PyEMMA
AWS Last Mile Route Sequence Optimization
Hubot watches all, and builds a markov model from everything you say.
音乐创作工具(基于马尔科夫链的和弦预测算法)
Password Generation using Markov models, Huffman trees, and Charles Dickens
Tools for estimating and analyzing Markov state models
Max-Margin Markov Graph Models for WordNet (EMNLP 2018)
🦜 DISCOTRESS 🦜 is a software package to simulate and analyse the dynamics on arbitrary Markov chains
Auto generate text using Markov models.
[NeurIPS 2024] "Discovery of the Hidden World with Large Language Models"
PyTorch re-implementation of [Structured Inference Networks for Nonlinear State Space Models, AAAI 17]
MATLAB program to train and test a HMM model for stock market predictions
ChainoPy: A Python Library for Discrete Time Markov Chain based stochastic analysis
Learn linear algebra by applications in stoichiometry, steganography, static force analysis, and machine learning.
⛓ A Crystal library for building Markov Chains and running Markov Processes.
An automatic improvisation software and an interactive installation that generates chord progressions and melodies on the fly, following the playing of the musician, understanding the modal changes and providing an artificial musical companion that could provide new unexpected composition ideas.
A python framework to run adaptive Markov state model (MSM) simulation on HPC resources
Implementation of option pricing models using Numba that performs better. This entire project has utilized as little libraries as possible, even though certain models have their own Machine Learning Model with assessment and performance.
Data visualizations for biomolecular dynamics
Share Market Prediction App using Markov Chains Model
A land management system base on C#