andland / SparseLogisticPCA
Implements the algorithm form "Sparse logistic principal components analysis for binary data"
☆13Updated 11 years ago
Alternatives and similar repositories for SparseLogisticPCA:
Users that are interested in SparseLogisticPCA are comparing it to the libraries listed below
- Regularized and Pruned Extreme Learning Machines in R☆11Updated 8 years ago
- Penalized least squares estimation using the Orthogonalizing EM (OEM) algorithm☆27Updated 5 months ago
- Restricted Boltzmann Machines in R☆36Updated 4 years ago
- ☆32Updated 4 years ago
- Dimensionality reduction for exponential family data by extending PCA☆23Updated 6 years ago
- An R package for large scale estimation with stochastic gradient descent☆62Updated 11 months ago
- ☆13Updated 6 years ago
- Fused lasso for high-dimensional regression over groups☆10Updated 6 years ago
- Learning Discrete Bayesian Network Classifiers from Data☆18Updated 10 months ago
- This is a read-only mirror of the CRAN R package repository. Matrix — Sparse and Dense Matrix Classes and Methods. Homepage: https://Ma…☆18Updated last week
- Fast, principled L1-regularized loss minimization☆23Updated 11 months ago
- Software for learning sparse Bayesian networks☆43Updated 4 years ago
- Dimensionality reduction for binary data☆50Updated 4 years ago
- Boosted regression trees for multivariate, longitudinal, and hierarchically clustered data.☆36Updated 6 years ago
- Path algorithm for generalized lasso problems☆32Updated 2 years ago
- A multi-algorithm Python framework for regularized regression☆13Updated last year
- R package for Conditional Random Fields☆17Updated 5 years ago
- FTRL-Proximal Online Learning Algorithm☆15Updated 7 years ago
- Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests☆19Updated 2 years ago
- coordinate descent for penalized regression☆10Updated 6 years ago
- Implements the model described in "Identification, Interpretability, and Bayesian Word Embeddings"☆18Updated 5 years ago
- Implementation of GP-BART algorithm.☆15Updated last year
- Distributed matrix classes and methods for the pbdR project.☆16Updated 4 months ago
- Stray has been renamed fido, development continues at jsilve24/fido☆23Updated 3 years ago
- Vintage Sparse PCA for Semi-Parametric Network Analysis☆25Updated 2 months ago
- Regularization paths of linear, logistic, Poisson, or Cox models with overlapping grouped covariates☆19Updated last year
- Perform tensor-on-tensor regression☆19Updated 5 years ago
- An R package implementing Rubin's (1981) Bayesian bootstrap.☆49Updated 6 years ago
- Computationally efficient confidence intervals for cross-validated AUC estimates in R☆23Updated 3 years ago
- A collection of papers and books that Storey Lab members should read and others may find useful☆47Updated 9 years ago