ramhiser / datamicroarray
A collection of small-sample, high-dimensional microarray data sets to assess machine-learning algorithms and models.
☆105Updated 9 years ago
Alternatives and similar repositories for datamicroarray:
Users that are interested in datamicroarray are comparing it to the libraries listed below
- Regularization paths of linear, logistic, Poisson, or Cox models with overlapping grouped covariates☆19Updated last year
- 🔮 Benchmarking and visualization toolkit for penalized Cox models☆43Updated 4 months ago
- iterative Random Forests (iRF): iteratively grows weighted random forests, finds interaction among features☆46Updated 3 years ago
- Regularization paths for regression models with grouped covariates☆34Updated 4 months ago
- Dimension Reduction and Estimation Methods☆52Updated 2 years ago
- R software for selective inference☆34Updated 5 years ago
- Regularization paths for SCAD- and MCP-penalized regression models☆42Updated last week
- Build dirichletprocess objects for data analysis☆58Updated last year
- R package for dimensionality reduction of small datasets☆68Updated 3 weeks ago
- Perform PCA on data with missing values in R☆48Updated last year
- This is a read-only mirror of the CRAN R package repository. glmnet — Lasso and Elastic-Net Regularized Generalized Linear Models. Home…☆76Updated last year
- Nonnegative Linear Models (NNLM) and Nonnegative Matrix Factorization (NMF or NNMF).☆78Updated 8 months ago
- biglasso: Extending Lasso Model Fitting to Big Data in R☆113Updated 9 months ago
- This is a read-only mirror of the CRAN R package repository. mclust — Gaussian Mixture Modelling for Model-Based Clustering, Classifica…☆21Updated 9 months ago
- An R package for non-negative and sparse CCA☆13Updated last year
- A collection of papers and books that Storey Lab members should read and others may find useful☆47Updated 9 years ago
- Regression Modeling Strategies☆181Updated this week
- Bayesian kernel machine regression☆54Updated 2 months ago
- Joint Models for Longitudinal and Survival Data using MCMC☆59Updated 4 years ago
- Stability Selection with Error Control☆26Updated 4 years ago
- DOCUMENTATION:☆121Updated 2 weeks ago
- R package for Empirical Bayes Factor Analysis.☆49Updated last month
- Biostatistics 301: Introduction to Statistical Computing☆80Updated 6 years ago
- Shap values for model interpretation☆59Updated 5 years ago
- BhGLM (Bayesian hierarchical GLMs and survival models)☆20Updated 7 months ago
- A Bayesian group factor model with structured sparsity☆20Updated 9 years ago
- Methods for subgroup identification / personalized medicine / individualized treatment rules☆32Updated 2 years ago
- Survival Support Vector Analysis☆16Updated 6 years ago
- An R package for t-SNE (t-Distributed Stochastic Neighbor Embedding)☆58Updated 5 years ago
- ☆23Updated 8 years ago