erichson / spcaLinks
Sparse Principal Component Analysis (SPCA) using Variable Projection
☆71Updated 7 years ago
Alternatives and similar repositories for spca
Users that are interested in spca are comparing it to the libraries listed below
Sorting:
- Path algorithm for generalized lasso problems☆34Updated 3 years ago
- Regularization paths for regression models with grouped covariates☆35Updated last month
- Regularization paths of linear, logistic, Poisson, or Cox models with overlapping grouped covariates☆20Updated 2 years ago
- iterative Random Forests (iRF): iteratively grows weighted random forests, finds interaction among features☆48Updated 4 years ago
- Build dirichletprocess objects for data analysis☆62Updated 2 years ago
- Dimension Reduction and Estimation Methods☆55Updated 4 months ago
- Randomized Matrix Decompositions using R☆102Updated 4 years ago
- Stability Selection with Error Control☆26Updated last week
- Perform PCA on data with missing values in R☆53Updated 2 years ago
- Regularization paths for SCAD- and MCP-penalized regression models☆44Updated last week
- R package for dimensionality reduction of small datasets☆69Updated 3 months ago
- Large-scale Bayesian variable selection for R and MATLAB.☆41Updated 2 years ago
- repo for "Optimal Inference After Model Selection"☆15Updated 8 years ago
- R package for statistical inference using partially observed Markov processes☆120Updated 2 months ago
- R implementation of VCBART☆22Updated 2 months ago
- A collection of small-sample, high-dimensional microarray data sets to assess machine-learning algorithms and models.☆107Updated 10 years ago
- Multivariate and Multichannel Discrete Hidden Markov Models for Categorical Sequences☆100Updated this week
- R package for Non-negative Tensor Decomposition☆20Updated last year
- An R package for large scale estimation with stochastic gradient descent☆62Updated 3 months ago
- ☆33Updated 3 months ago
- R package for adaptive correlation and covariance matrix shrinkage.☆23Updated 7 years ago
- Penalized Sparse Learning Solver - Unleash the Power of Nonconvex Penalty☆76Updated 4 years ago
- Comparisons between best subset selection and other popular sparse regression estimators☆89Updated 2 years ago
- High-Dimensional Undirected Graph Estimation☆12Updated 2 years ago
- BhGLM (Bayesian hierarchical GLMs and survival models)☆21Updated last year
- Feature Selection in R using glmnet-lasso, xgboost and ranger☆56Updated last year
- R software for selective inference☆36Updated 6 years ago
- Generalized lasso implementations☆47Updated last year
- ☆17Updated 3 weeks ago
- 🔮 Benchmarking and visualization toolkit for penalized Cox models☆47Updated 7 months ago