Alternatives and similar repositories for spca

Users that are interested in spca are comparing it to the libraries listed below

• ryantibs / genlasso
  Path algorithm for generalized lasso problems
  ☆32Updated 2 years ago
• YaohuiZeng / grpregOverlap
  Regularization paths of linear, logistic, Poisson, or Cox models with overlapping grouped covariates
  ☆20Updated 2 years ago
• pbreheny / grpreg
  Regularization paths for regression models with grouped covariates
  ☆34Updated 3 months ago
• judyboon / BASS
  A Bayesian group factor model with structured sparsity
  ☆20Updated 9 years ago
• pcarbo / varbvs
  Large-scale Bayesian variable selection for R and MATLAB.
  ☆41Updated 2 years ago
• erichson / rSVD
  Randomized Matrix Decompositions using R
  ☆99Updated 4 years ago
• hofnerb / stabs
  Stability Selection with Error Control
  ☆26Updated 4 years ago
• dm13450 / dirichletprocess
  Build dirichletprocess objects for data analysis
  ☆59Updated last year
• ClaraHapp / MFPCA
  Multivariate Functional Principal Component Analysis
  ☆32Updated 2 years ago
• jlmelville / smallvis
  R package for dimensionality reduction of small datasets
  ☆69Updated 5 months ago
• pbreheny / ncvreg
  Regularization paths for SCAD- and MCP-penalized regression models
  ☆43Updated 2 months ago
• rikenbit / nnTensor
  R package for Non-negative Tensor Decomposition
  ☆16Updated last year
• kisungyou / Rdimtools
  Dimension Reduction and Estimation Methods
  ☆54Updated 2 years ago
• ClaraHapp / funData
  An S4 class for functional data in R
  ☆14Updated last year
• wfithian / optimal-inference
  repo for "Optimal Inference After Model Selection"
  ☆12Updated 8 years ago
• jaredhuling / oem
  Penalized least squares estimation using the Orthogonalizing EM (OEM) algorithm
  ☆27Updated 9 months ago
• chrsigg / nscancor
  An R package for non-negative and sparse CCA
  ☆14Updated 2 years ago
• FrankD / fuser
  Fused lasso for high-dimensional regression over groups
  ☆10Updated 6 years ago
• PhilBoileau / scPCA
  A toolbox for sparse contrastive principal component analysis
  ☆12Updated 3 months ago
• msalibian / RobStatTM
  Companion package to the 2nd edition of the book "Robust Statistics: Theory and Methods"
  ☆17Updated 2 months ago
• nanxstats / hdnom
  🔮 Benchmarking and visualization toolkit for penalized Cox models
  ☆43Updated this week
• mlampros / FeatureSelection
  Feature Selection in R using glmnet-lasso, xgboost and ranger
  ☆56Updated 9 months ago
• ryantibs / convexopt-book1
  Convex optimization for statistics and machine learning
  ☆17Updated 4 months ago
• ledell / cvAUC
  Computationally efficient confidence intervals for cross-validated AUC estimates in R
  ☆23Updated 3 years ago
• imbs-hl / survivalsvm
  Survival Support Vector Analysis
  ☆16Updated 2 months ago
• airoldilab / sgd
  An R package for large scale estimation with stochastic gradient descent
  ☆62Updated last year
• jlmelville / snedata
  SNE Simulation Dataset Functions
  ☆12Updated 3 months ago
• kisungyou / CovTools
  Statistical Tools for Covariance Analysis
  ☆14Updated last year
• selective-inference / R-software
  R software for selective inference
  ☆35Updated 5 years ago
• jtimonen / lgpr
  R-package for interpretable nonparametric modeling of longitudinal data using additive Gaussian processes. Contains functionality for in…
  ☆25Updated 8 months ago