Skip to content
#

bayesian-time-series

Star

Here are 4 public repositories matching this topic...

Language: All
Filter by language
All 4 C 1 Jupyter Notebook 1 Python 1 R 1

pablo-reyes8 / bayesian-sgdlm

Star 4

bayesian-sgdlm is a Python script for fully Bayesian SGDLMs, treating each node as a VAR( 𝑝) DLM. It leverages decouple–recouple filtering with Variational Bayes and importance sampling to estimate sparse, time-varying cross-lag dependencies (including pandemic dummies) without ever inverting the full multivariate system.

reproducible-research variational-bayes importance-sampling dynamic-linear-model financial-econometrics state-space-model multivariate-time-series bayesian-time-series sgdlm sequential-forecasting
  • Updated Aug 31, 2025
  • Jupyter Notebook

orestasdulinskas / tableau-stem-trends-uk

Star 0

This project explores STEM Workforce Trends in England and Wales using UK census data. I created an interactive Tableau dashboard to explore the growth of STEM workforce, gender & ethnic diversity trends, geographical distribution patterns and multivariate demographic analysis (UMAP)

data-visualization forecast pca tableau stem umap uk-census diversity-in-tech data-science-projects bayesian-time-series
  • Updated Jun 2, 2025
  • Python

Improve this page

Add a description, image, and links to the bayesian-time-series 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 bayesian-time-series topic, visit your repo's landing page and select "manage topics."

Learn more