andland / SparseLogisticPCA
Implements the algorithm form "Sparse logistic principal components analysis for binary data"
☆13Updated 10 years ago
Related projects ⓘ
Alternatives and complementary repositories for SparseLogisticPCA
- Regularized and Pruned Extreme Learning Machines in R☆11Updated 8 years ago
- Restricted Boltzmann Machines in R☆36Updated 4 years ago
- Learning Discrete Bayesian Network Classifiers from Data☆18Updated 8 months ago
- Penalized least squares estimation using the Orthogonalizing EM (OEM) algorithm☆27Updated 3 months ago
- Software for learning sparse Bayesian networks☆43Updated 4 years ago
- ☆32Updated 4 years ago
- Dimensionality reduction for exponential family data by extending PCA☆23Updated 6 years ago
- ☆12Updated last year
- Boosted regression trees for multivariate, longitudinal, and hierarchically clustered data.☆36Updated 6 years ago
- This is a read-only mirror of the CRAN R package repository. Matrix — Sparse and Dense Matrix Classes and Methods. Homepage: https://Ma…☆17Updated last month
- Slides and code for Bayesian nonparametrics in R and Julia☆52Updated 9 years ago
- Fast, principled L1-regularized loss minimization☆23Updated 9 months ago
- Bayesian Principal Components Analysis (bPCA)☆9Updated 3 years ago
- Path algorithm for generalized lasso problems☆32Updated last year
- R package for unleashing the power of NVIDIA GPU's☆16Updated 8 years ago
- A system for blending regression models in R☆75Updated 11 years ago
- Using stochastic gradient descent (SGD) with explicit and implicit updates to fit large-scale statistical models.☆16Updated 10 years ago
- CausalFX R Package☆13Updated 9 years ago
- Tutorial introducing Monte Carlo integration and Markov Chain Monte Carlo☆51Updated 11 years ago
- An R package for large scale estimation with stochastic gradient descent☆62Updated 9 months ago
- repo for "Optimal Inference After Model Selection"☆11Updated 7 years ago
- Stray has been renamed fido, development continues at jsilve24/fido☆23Updated 2 years ago
- A small collection of tools to make dealing with R's native C interface more manageable.☆8Updated 7 years ago
- R package to visualize mapping structures of random forests with feature contributions☆42Updated 3 years ago
- Code and data for "The Geometry of Classifiers"☆26Updated 4 years ago
- Sparse Principal Component Analysis (SPCA) using Variable Projection☆64Updated 6 years ago
- An R package for out-of-core regressions☆14Updated 6 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
- Perform tensor-on-tensor regression☆19Updated 5 years ago
- ☆13Updated 5 years ago