szcf-weiya / MonteCarloLinks
Notes for Monte Carlo and implementations of algorithms in Julia, R or python.
☆38Updated 4 years ago
Alternatives and similar repositories for MonteCarlo
Users that are interested in MonteCarlo are comparing it to the libraries listed below
Sorting:
- Files for StanCon 2023 tutorial.☆19Updated last year
- Short course on dimension reduction for AMSI☆35Updated 3 years ago
- Convex optimization for statistics and machine learning☆35Updated 3 months ago
- Machine Learning, 7.5 credits, a course that I have previously given at Department of Statistics at Stockholm University.☆18Updated last year
- Faster estimation of Bayesian models in ecology using Hamiltonian Monte Carlo☆15Updated 9 years ago
- timeseries prediction using dynamic linear models and LSTM☆13Updated 8 years ago
- Bayesian Learning course at Stockholm University☆157Updated last month
- Time Series Analysis for the State-Space Model with R/Stan☆24Updated 4 years ago
- R package for Bayesian inference with state-space models using LibBi.☆24Updated last year
- Bayesian sparse regression with regularized shrinkage and conjugate gradient acceleration☆21Updated 6 months ago
- R package for Bayesian model averaging☆39Updated 10 months ago
- ☆16Updated 3 years ago
- Bayesian Inference of State Space Models☆47Updated 2 months ago
- A fast and flexible Python package for efficiently solving lasso, elastic net, group lasso, and group elastic net problems.☆58Updated 4 months ago
- R Package For Calling Matlab Through System☆13Updated 4 months ago
- Towards a more flexible BART☆23Updated this week
- Home for the book-in-progress 'Bayesian Learning'☆28Updated last month
- Provides a number of methods for creating and augmenting Latin Hypercube Samples and Orthogonal Array Latin Hypercube Samples☆50Updated last year
- Tools for The Book of Statistical Proofs☆95Updated 3 weeks ago
- A friendly MCMC framework☆16Updated this week
- R-package for building and fitting Bayesian ODE models in Stan☆29Updated last year
- A complete environment for Bayesian inference within R☆96Updated last year
- Supplementary code for paper "Bayesian workflow for disease transmission model".☆28Updated 4 years ago
- Time Series Modelling☆24Updated 4 months ago
- Feng Li's Python Course for Statisticians and Economists☆14Updated last year
- R package that provides an implementation of the generic adaptive Monte Carlo Markov chain sampler proposed by Vihola (2011).☆10Updated last year
- Programming of Simulation, Analysis, and Learning Systems Course Materials☆39Updated last month
- Code for utilising VAE as means of doing exact MCMC inference in complex high-dimensional space☆14Updated 2 years ago
- Materials for a workshop on Julia programming at UW-Madison Statistics Dept. in June 2014☆31Updated 6 years ago
- Multivariate Autoregressive State-Space Modeling with R☆53Updated 3 months ago