andland / SparseLogisticPCA
Implements the algorithm form "Sparse logistic principal components analysis for binary data"
☆14Updated 11 years ago
Alternatives and similar repositories for SparseLogisticPCA:
Users that are interested in SparseLogisticPCA are comparing it to the libraries listed below
- Dimensionality reduction for exponential family data by extending PCA☆23Updated 6 years ago
- Penalized least squares estimation using the Orthogonalizing EM (OEM) algorithm☆27Updated 7 months ago
- Regularized and Pruned Extreme Learning Machines in R☆11Updated 8 years ago
- Boosted regression trees for multivariate, longitudinal, and hierarchically clustered data.☆36Updated 6 years ago
- ☆32Updated 4 years ago
- Software for learning sparse Bayesian networks☆43Updated 4 years ago
- Restricted Boltzmann Machines in R☆36Updated 4 years ago
- An implementation of the Rotation Forest algorithm from Rodriguez et al. 2006☆18Updated 11 years ago
- Learning Discrete Bayesian Network Classifiers from Data☆19Updated last year
- R package to visualize mapping structures of random forests with feature contributions☆42Updated 3 years ago
- repo for "Optimal Inference After Model Selection"☆11Updated 7 years ago
- Regularization paths of linear, logistic, Poisson, or Cox models with overlapping grouped covariates☆20Updated 2 years ago
- Fast, principled L1-regularized loss minimization☆23Updated last year
- Using stochastic gradient descent (SGD) with explicit and implicit updates to fit large-scale statistical models.☆16Updated 10 years ago
- A system for blending regression models in R☆75Updated 12 years ago
- Path algorithm for generalized lasso problems☆32Updated 2 years ago
- Code for the icml paper "zero inflated exponential family embedding"☆29Updated 7 years ago
- Dimensionality reduction for binary data☆50Updated 4 years ago
- This is a read-only mirror of the CRAN R package repository. softImpute — Matrix Completion via Iterative Soft-Thresholded SVD☆10Updated 3 years ago
- ☆11Updated last year
- Deepboost R-package for submission☆19Updated 7 years ago
- Kernel k Nearest Neighbors in R☆17Updated 2 years ago
- MID (Mutual Information Dimension) for measuring statistical dependence between two random variables☆11Updated 11 years ago
- Multivariate Functional Principal Component Analysis☆32Updated 2 years ago
- Fused lasso for high-dimensional regression over groups☆10Updated 6 years ago
- Bayesian Poisson Tucker decomposition☆17Updated 8 years ago
- An R package implementing Rubin's (1981) Bayesian bootstrap.☆49Updated 6 years ago
- CausalFX R Package☆13Updated 9 years ago
- General Latent Feature Modeling for Heterogeneous data☆48Updated last year
- ☆13Updated 6 years ago