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
- Home for the book-in-progress 'Bayesian Learning'☆28Updated last week
- R-package for building and fitting Bayesian ODE models in Stan☆27Updated 7 months ago
- Time Series Analysis for the State-Space Model with R/Stan☆24Updated 3 years ago
- Towards a more flexible BART☆22Updated this week
- Bayesian Inference of State Space Models☆43Updated 7 months ago
- Bayesian Generalized Linear Models with Time-Varying Coefficients☆44Updated 7 months ago
- Differential evolution in R☆29Updated 2 years ago
- Course material for the PhD course in Advanced Bayesian Learning☆59Updated last month
- Endo A. et al., "Introduction to the particle Markov-chain Monte Carlo." Epidemics, 2019.☆12Updated 2 years ago
- Convolution-type Smoothed Quantile Regression☆21Updated 2 years ago
- R-package for interpretable nonparametric modeling of longitudinal data using additive Gaussian processes. Contains functionality for in…☆25Updated 7 months ago
- Compares Stan, PyMC, and PyMC + JAX numpyro sampler on a model for tennis☆32Updated 2 years ago
- scoring rules to evaluate probabilistic forecasts☆60Updated 7 months ago
- Rank-normalization, folding, and localization: An improved R-hat for assessing convergence of MCMC☆31Updated 3 years ago
- ☆54Updated 2 years ago
- R package for Bayesian inference with state-space models using LibBi.☆24Updated 10 months ago
- Repository for Introduction to Bayesian Estimation of Causal Effects☆61Updated 4 years ago
- Multivariate Autoregressive State-Space Modeling with R☆52Updated last year
- Automatic forecasting and Bayesian modeling for time series with Stan☆45Updated last year
- ☆22Updated 2 years ago
- Tools for generalized quantile modeling☆15Updated 2 years ago
- DEPRECATED IN FAVOR OF TuringLang/Turing-Workshop☆35Updated 3 years ago
- Automatic Differentiation for R☆23Updated 6 years ago
- ☆30Updated 6 months ago
- Tools for automatically generating local sensitivity measures in Stan.☆36Updated 4 years ago
- Bayesian Multivariate GARCH☆18Updated 5 months ago
- Provides a number of methods for creating and augmenting Latin Hypercube Samples and Orthogonal Array Latin Hypercube Samples☆45Updated 9 months ago
- Article by Dokumentov & Hyndman on Seasonal Trend decomposition using Regression☆18Updated 3 years ago
- stan2tfp is a lightweight interface to the TensorFlow Probability backend of the Stan compiler. It provides the necessary objects and fun…☆24Updated 3 years ago
- ☆30Updated 4 years ago