An Introduction to adelie1 years ago
Introduction to Group Lasso and Elastic Net | Single-Response Group Elastic Net | Multi-Response Group Elastic Net | Quickstart | Gaussian Group Elastic Net | Lasso | Group Lasso | GLM Group Elastic Net | Multi-Response GLM Elastic Net | Cox Models | Constraints | Non-negative Lasso | Constraints on a single group | Matrix | Some Useful Matrix Methods | Dense Matrix | Sparse Matrix | Concatenated Matrices | Mixed variables and one-hot encoding | Standardization | Extended Examples | Learning Interactions via Hierarchical Group-Lasso Regularization | Simulation Setup | Tools in adelie for fitting a glinternet model | Details: manual construction of interaction model | References
