rrrlw / TDAstatsLinks
R pipeline for computing persistent homology in topological data analysis. See https://doi.org/10.21105/joss.00860 for more details.
☆41Updated 4 years ago
Alternatives and similar repositories for TDAstats
Users that are interested in TDAstats are comparing it to the libraries listed below
Sorting:
- ggplot2 extension to visualize persistent homology☆25Updated 3 months ago
- (R package) Analyze High-Dimensional Data Using Discrete Morse Theory☆78Updated last year
- Build dirichletprocess objects for data analysis☆62Updated 2 years ago
- Examples of statistical models implemented using JAGS☆101Updated 13 years ago
- Bayesian Linear Mixed Effect Models☆46Updated 2 weeks ago
- Joint Models for Longitudinal & Survival Data under Maximum Likelihood☆37Updated last year
- A Framework for Dimensionality Reduction in R☆73Updated 8 months ago
- BDM Code examples from Win/OpenBUGS, CARBayes and INLA☆27Updated 6 years ago
- Estimation of Time-Varying k-order Mixed Graphical Models☆29Updated 10 months ago
- Bayesian Gaussian Graphical Models☆60Updated last month
- 🎯🎓 Generalized Targeted Learning Framework☆41Updated 7 months ago
- Sparse Principal Component Analysis (SPCA) using Variable Projection☆71Updated 7 years ago
- Define Stan models using glmer-style (lme4) formulas☆55Updated 11 years ago
- Projection predictive variable selection☆114Updated last week
- R package: Manifold learning in R☆13Updated 5 years ago
- R & Stan code associated with my "Bayes Days" workshop☆14Updated 10 years ago
- Joint Analysis and Imputation of generalized linear models and linear mixed models with missing values☆28Updated this week
- an R package collection for topological data analysis☆15Updated 4 months ago
- Joint Models for Longitudinal and Survival Data using MCMC☆59Updated 4 years ago
- Computationally efficient confidence intervals for cross-validated AUC estimates in R☆24Updated 4 years ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆60Updated last year
- Dimensionality reduction for exponential family data by extending PCA☆23Updated 7 years ago
- Non-parametric Causal Effects Based on Modified Treatment Policies☆77Updated 3 months ago
- An R package for statistics and machine learning with persistence diagrams☆17Updated last year
- Materials accompanying the upstrap paper☆12Updated 5 years ago
- Randomized Matrix Decompositions using R☆102Updated 4 years ago
- Path algorithm for generalized lasso problems☆33Updated 3 years ago
- Estimation and inference from generalized linear models using explicit and implicit methods for bias reduction☆33Updated last month
- Dimension Reduction and Estimation Methods☆55Updated 4 months ago
- Bayesian linear survival analysis with shrinkage priors in Stan☆25Updated 10 years ago