vqv / fps
An R package for sparse PCA via Fantope Projection and Selection
☆15Updated 4 years ago
Alternatives and similar repositories for fps:
Users that are interested in fps are comparing it to the libraries listed below
- Penalized least squares estimation using the Orthogonalizing EM (OEM) algorithm☆27Updated 5 months ago
- Targeted inference (R package) https://kkholst.github.io/targeted/☆10Updated last month
- Fast computation of some matrices useful in statistics☆19Updated last year
- Tidy methods for Bayesian treatment effect models☆16Updated last week
- coordinate descent for penalized regression☆10Updated 6 years ago
- Sorted L1 Penalized Estimation☆17Updated last month
- Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests☆19Updated 2 years ago
- Kernel k Nearest Neighbors in R☆17Updated 2 years ago
- Faster estimation of Bayesian models in ecology using Hamiltonian Monte Carlo☆15Updated 8 years ago
- A reimplementation of the fastLm function of RcppEigen for big.matrix objects for fast out-of-memory linear model fitting☆13Updated 7 years ago
- Regularization paths for SCAD- and MCP-penalized regression models☆42Updated this week
- Sparse Principal Component Analysis (SPCA) using Variable Projection☆67Updated 6 years ago
- Tools for automatically generating local sensitivity measures in Stan.☆35Updated 4 years ago
- Disciplined Convex Programming in R using Convex.jl.☆14Updated 6 years ago
- An Alternative Implementation of Entropy Balancing Weights For Estimating Causal Effects☆10Updated 3 years ago
- Regularized Composite ReLU-ReHU Loss Minimization with Linear Computation and Linear Convergence☆40Updated last year
- R Package for Unconstrained Numerical Optimization☆10Updated 3 years ago
- ☆31Updated 3 weeks ago
- Penalized Sparse Learning Solver - Unleash the Power of Nonconvex Penalty☆76Updated 3 years ago
- A C++ port of the IRLBA algorithm, based on the C code in the R package.☆15Updated this week
- Efficient Algorithms for L0 Regularized Learning☆97Updated last year
- R interface for OSQP☆12Updated 7 months ago
- Fitting GLMMs with various approximations methods☆15Updated 5 years ago
- Interface to Lanczos SVD and eigensolvers from R☆27Updated last week
- R Package for Hierarchical Regularized Regression to Incorporate External Data☆10Updated 5 months ago
- 🤠 📿 The Highly Adaptive Lasso☆49Updated 2 months ago
- Stability Selection with Error Control☆26Updated 3 years ago
- LIME-like explanations with interpretable features based on Ceteris Paribus curves. Now on CRAN.☆14Updated 3 years ago
- The R Package BayesLogit☆15Updated 5 years ago
- An R package for efficient variable screening method☆13Updated 8 years ago