rrrlw / TDAstats
R pipeline for computing persistent homology in topological data analysis. See https://doi.org/10.21105/joss.00860 for more details.
☆37Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for TDAstats
- ggplot2 extension to visualize persistent homology☆21Updated 6 months ago
- An R package for statistics and machine learning with persistence diagrams☆16Updated 3 weeks ago
- (R package) Analyze High-Dimensional Data Using Discrete Morse Theory☆74Updated 3 months ago
- R package: Manifold learning in R☆11Updated 4 years ago
- an R package collection for topological data analysis☆11Updated last week
- ☆31Updated 2 years ago
- A Framework for Dimensionality Reduction in R☆73Updated last year
- Bayesian linear survival analysis with shrinkage priors in Stan☆24Updated 8 years ago
- Bayesian Linear Mixed Effect Models☆41Updated 2 months ago
- Tools for automatically generating local sensitivity measures in Stan.☆35Updated 3 years ago
- R & Stan code associated with my "Bayes Days" workshop☆14Updated 8 years ago
- An R package for assumption-lean covariance matrix estimation in high dimensions☆13Updated 9 months ago
- Path algorithm for generalized lasso problems☆32Updated last year
- Supplemental to A Probabilistic Grammar of Graphics☆14Updated last year
- Run Stan models in the browser☆36Updated this week
- Dimensionality reduction for exponential family data by extending PCA☆23Updated 6 years ago
- loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)☆149Updated last month
- Infrastructure for Ordering using Seriation - R Package☆75Updated 3 weeks ago
- Examples of statistical models implemented using JAGS☆99Updated 12 years ago
- Rcpp integration for GNU GSL vectors and matrices☆31Updated last month
- R Package For Calling Matlab Through System☆13Updated last year
- Estimation of Time-Varying k-order Mixed Graphical Models☆27Updated last month
- Estimation and inference from generalized linear models using explicit and implicit methods for bias reduction☆30Updated 2 months ago
- 'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)☆64Updated 4 years ago
- R package for dimensionality reduction of small datasets☆68Updated 2 months ago
- Testing version of fdapace☆31Updated 4 months ago
- R-package for interpretable nonparametric modeling of longitudinal data using additive Gaussian processes. Contains functionality for in…☆25Updated 2 months ago
- Automatic Differentiation for R☆23Updated 5 years ago
- Interactive notebooks for R☆105Updated 3 years ago
- Build dirichletprocess objects for data analysis☆58Updated last year