#

mean-field-approximation

Here are 5 public repositories matching this topic...

Sheev13 / bnn-mean-field-vi

machine-learning deep-learning pytorch bayesian-inference variational-inference bayesian-neural-networks bayesian-deep-learning approximate-inference mean-field-approximation mean-field-variational-inference

Updated Sep 9, 2023
Jupyter Notebook

jswu18 / approximate-inference

Expectation Maximisation, Variational Bayes, ARD, Loopy Belief Propagation, Gaussian Process Regression

variational-bayes approximate-inference loopy-belief-propagation gaussian-process-regression automatic-relevance-determination expectation-maximisation mean-field-approximation

Updated Jun 13, 2023
Python

Maleniski / SemiMarkov-MeanField

Dashboard documentation for the simulating the evolution of object proportions under a mean field approach.

markov-chain mathematics markov-decision-processes control-theory stochastic-processes phd-dissertation mean-field-theory semi-markov-decision-process mean-field mean-field-approximation

Updated Jun 22, 2024
Python

carfro / stock_market_ising_model

Python notebook implementing an Ising model stock analysis using nMF/TAP on S&P500, FTSE250, SSE380 data.

statistical-mechanics ising-model stock-market-analysis financial-modeling mean-field-approximation

Updated Nov 4, 2024
Jupyter Notebook

wh607 / gillespie-stochastic-system-simulation

Code to simulate a stochastic system using the Gillespie algorithm with comparisons to the mean field model and steady state analysis.

matlab odes gillespie-algorithm stochastic-simulation steady-state-analysis mean-field-approximation

Updated Jul 9, 2023
MATLAB

Improve this page

Add a description, image, and links to the mean-field-approximation topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the mean-field-approximation topic, visit your repo's landing page and select "manage topics."