avehtari / BDA_m_demos
Bayesian Data Analysis demos for Matlab/Octave
☆63Updated 5 years ago
Alternatives and similar repositories for BDA_m_demos:
Users that are interested in BDA_m_demos are comparing it to the libraries listed below
- Matlab interface to Stan, a package for Bayesian inference☆81Updated last year
- GPstuff - Gaussian process models for Bayesian analysis☆172Updated 2 years ago
- Source code and data for the tutorial: "Getting started with particle Metropolis-Hastings for inference in nonlinear models"☆28Updated 5 years ago
- Stan models for state space time series☆143Updated 7 years ago
- Matlab toolbox for sparse regression☆26Updated 3 years ago
- Generalized lasso implementations☆46Updated 4 months ago
- Getting started with the Expectation Maximization algorithm, Mixture Models and Hidden Markov Models☆18Updated 9 years ago
- Matlab Toolbox for Bayesian Estimation☆42Updated 8 years ago
- Automatically exported from code.google.com/p/py-smc2☆14Updated 9 years ago
- ☆54Updated 2 years ago
- Case studies on model assessment, model selection and inference after model selection☆171Updated last year
- Bayesian Modeling using Stan in R (May/June 2016)☆54Updated 8 years ago
- GAP Safe Screening Rules for Sparse-Group Lasso.☆15Updated 6 years ago
- An R package for analysis of curve data with phase and amplitude variation☆19Updated 5 years ago
- Sparse Principal Component Analysis (SPCA) using Variable Projection☆68Updated 6 years ago
- Train deepGLM with Matlab, R and Python☆27Updated 2 years ago
- Pareto smoothed importance sampling (PSIS) and PSIS leave-one-out cross-validation for Python and Matlab/Octave☆76Updated 11 months ago
- Solving Statistical Optimization Problems Using the ADMM Algorithm☆75Updated 7 years ago
- Various packages used by PMTK.☆54Updated 5 years ago
- An R package for large scale estimation with stochastic gradient descent☆62Updated last year
- Companion package to the 2nd edition of the book "Robust Statistics: Theory and Methods"☆17Updated last month
- A Python package for Approximate Bayesian Computation☆36Updated 8 years ago
- ☆15Updated 2 years ago
- Implementation of B-Splines in Stan☆52Updated 7 years ago
- R code for ''Bayesian method for causal inference in spatially-correlated multivariate time series''☆45Updated 4 years ago
- An implementation of the Goodman & Weare MCMC sampler for matlab☆51Updated 6 years ago
- ☆72Updated 6 years ago
- Bayesian Dynamic Linear Models for time-series analysis☆25Updated 3 years ago
- Variational Bayes linear and logistic regression☆34Updated 5 years ago
- Gaussian process regression + automatical model selection for logitudinal -omics data☆21Updated 3 years ago