anastasiospanagiotelis / DimensionReduction
Short course on dimension reduction for AMSI
☆35Updated 2 years ago
Alternatives and similar repositories for DimensionReduction
Users that are interested in DimensionReduction are comparing it to the libraries listed below
Sorting:
- Home for the book-in-progress 'Bayesian Learning'☆28Updated 2 weeks ago
- Bayesian Generalized Linear Models with Time-Varying Coefficients☆44Updated 8 months ago
- DEPRECATED IN FAVOR OF TuringLang/Turing-Workshop☆35Updated 3 years ago
- R-package for building and fitting Bayesian ODE models in Stan☆27Updated 8 months ago
- StatististicalRethinking notebook project using Stan and Pluto notebooks.☆19Updated 9 months ago
- R package for Bayesian inference with state-space models using LibBi.☆24Updated 11 months ago
- Endo A. et al., "Introduction to the particle Markov-chain Monte Carlo." Epidemics, 2019.☆12Updated 2 years ago
- A fast and flexible Python package for efficiently solving lasso, elastic net, group lasso, and group elastic net problems.☆45Updated last week
- Differential evolution in R☆29Updated 2 years ago
- ☆30Updated 7 months ago
- ☆54Updated 2 years ago
- Time Series Analysis for the State-Space Model with R/Stan☆24Updated 3 years ago
- KFAS: R Package for Exponential Family State Space Models☆66Updated last month
- Convolution-type Smoothed Quantile Regression☆21Updated 2 years ago
- ☆16Updated 8 years ago
- Automatic forecasting and Bayesian modeling for time series with Stan☆45Updated 3 weeks ago
- Towards a more flexible BART☆22Updated last week
- Bayesian Inference of State Space Models☆43Updated 8 months ago
- Course material for the PhD course in Advanced Bayesian Learning☆59Updated 2 months ago
- Rank-normalization, folding, and localization: An improved R-hat for assessing convergence of MCMC☆31Updated 3 years ago
- Highest density regions and conditional density estimation☆24Updated last year
- A web app to visualize distributions in Stan. Uses Stan Math C++ compiled to Webassembly to evaluate the functions using actual Stan impl…☆44Updated 2 years ago
- Deep Probabalistic Models: Materials for my course for the Australian Mathematical Sciences Institute (AMSI) Winter School 2021☆11Updated 3 years ago
- Multivariate Autoregressive State-Space Modeling with R☆52Updated last year
- Bayesian Multivariate GARCH☆18Updated 6 months ago
- ☆30Updated 4 years ago
- Tools for generalized quantile modeling☆15Updated 2 years ago
- Provides a number of methods for creating and augmenting Latin Hypercube Samples and Orthogonal Array Latin Hypercube Samples☆45Updated 10 months ago
- Compares Stan, PyMC, and PyMC + JAX numpyro sampler on a model for tennis☆32Updated 2 years ago
- ☆22Updated 2 years ago