Python library for analysis of time series data including dimensionality reduction, clustering, and Markov model estimation
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Updated
Jul 16, 2024 - Python
Python library for analysis of time series data including dimensionality reduction, clustering, and Markov model estimation
🚂 Python API for Emma's Markov Model Algorithms 🚂
🏗️ Statistical models for biomolecular dynamics 🏗️
Markov Chains and Hidden Markov Models in Python
Traditional Machine Learning Models for Large-Scale Datasets in PyTorch.
Multi-Touch Attribution
AWS Last Mile Route Sequence Optimization
音乐创作工具(基于马尔科夫链的和弦预测算法)
Max-Margin Markov Graph Models for WordNet (EMNLP 2018)
Tools for estimating and analyzing Markov state models
PyTorch re-implementation of [Structured Inference Networks for Nonlinear State Space Models, AAAI 17]
A python framework to run adaptive Markov state model (MSM) simulation on HPC resources
Baum-Welch for all kind of Markov models
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.
Data visualizations for biomolecular dynamics
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.
Stochastic Markov Games
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
Classical models implemented from a Markov operator's perspective
Package for training Generalized Mixture Transition Distribution (MTDg) models
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