Alternatives and similar repositories for spca

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

• erichson / rSVD
  Randomized Matrix Decompositions using R
  ☆100Updated 4 years ago
• YaohuiZeng / grpregOverlap
  Regularization paths of linear, logistic, Poisson, or Cox models with overlapping grouped covariates
  ☆20Updated 2 years ago
• ryantibs / genlasso
  Path algorithm for generalized lasso problems
  ☆32Updated 2 years ago
• kisungyou / Rdimtools
  Dimension Reduction and Estimation Methods
  ☆54Updated 2 years ago
• pbreheny / grpreg
  Regularization paths for regression models with grouped covariates
  ☆34Updated last week
• dm13450 / dirichletprocess
  Build dirichletprocess objects for data analysis
  ☆59Updated last year
• hofnerb / stabs
  Stability Selection with Error Control
  ☆26Updated 4 years ago
• sumbose / iRF
  iterative Random Forests (iRF): iteratively grows weighted random forests, finds interaction among features
  ☆47Updated 4 years ago
• pbreheny / ncvreg
  Regularization paths for SCAD- and MCP-penalized regression models
  ☆43Updated 2 weeks ago
• jlmelville / smallvis
  R package for dimensionality reduction of small datasets
  ☆69Updated 7 months ago
• pcarbo / varbvs
  Large-scale Bayesian variable selection for R and MATLAB.
  ☆41Updated 2 years ago
• hredestig / pcaMethods
  Perform PCA on data with missing values in R
  ☆51Updated last year
• airoldilab / sgd
  An R package for large scale estimation with stochastic gradient descent
  ☆62Updated last year
• nanxstats / hdnom
  🔮 Benchmarking and visualization toolkit for penalized Cox models
  ☆44Updated 2 months ago
• jlmelville / snedata
  SNE Simulation Dataset Functions
  ☆12Updated 5 months ago
• jaredhuling / oem
  Penalized least squares estimation using the Orthogonalizing EM (OEM) algorithm
  ☆27Updated last year
• jasonge27 / picasso
  Penalized Sparse Learning Solver - Unleash the Power of Nonconvex Penalty
  ☆76Updated 3 years ago
• bwlewis / irlba
  Fast truncated singular value decompositions
  ☆131Updated last year
• judyboon / BASS
  A Bayesian group factor model with structured sparsity
  ☆21Updated 9 years ago
• wfithian / optimal-inference
  repo for "Optimal Inference After Model Selection"
  ☆13Updated 8 years ago
• mlampros / FeatureSelection
  Feature Selection in R using glmnet-lasso, xgboost and ranger
  ☆56Updated last year
• andland / generalizedPCA
  Dimensionality reduction for exponential family data by extending PCA
  ☆23Updated 7 years ago
• theodds / SoftBART
  ☆31Updated 3 months ago
• NErler / JointAI
  Joint Analysis and Imputation of generalized linear models and linear mixed models with missing values
  ☆28Updated last year
• dajmcdon / sparsegl
  ☆17Updated 2 months ago
• selective-inference / R-software
  R software for selective inference
  ☆35Updated 5 years ago
• tlverse / tmle3shift
  🎯 Targeted Learning of the Causal Effects of Stochastic Interventions
  ☆17Updated 10 months ago
• kkdey / CorShrink
  R package for adaptive correlation and covariance matrix shrinkage.
  ☆23Updated 6 years ago
• kogalur / randomForestSRC
  DOCUMENTATION:
  ☆128Updated 2 months ago
• jenfb / bkmr
  Bayesian kernel machine regression
  ☆59Updated 8 months ago