| Class | Description |
|---|---|
| GLM |
Created by tomasnykodym on 8/27/14.
|
| GLM.GLMDriver |
Contains implementation of the glm algo.
|
| GLM.GLMGradientInfo | |
| GLM.GLMGradientSolver | |
| GLM.GLMLambdaTask |
Task to compute GLM solution for a particular (single) lambda value.
|
| GLM.GLMTaskInfo |
Encapsulates state of the computation.
|
| GLMModel |
Created by tomasnykodym on 8/27/14.
|
| GLMModel.GetScoringModelTask | |
| GLMModel.GLMOutput | |
| GLMModel.GLMParameters | |
| GLMModel.Submodel | |
| GLMTask<T extends GLMTask<T>> |
Contains all GLM related distributed tasks.
|
| GLMTask.GLMIterationTask |
One iteration of glm, computes weighted gram matrix and t(x)*y vector and t(y)*y scalar.
|
| GLMTask.GLMLineSearchTask | |
| GLMTask.GLMValidationTask<T extends GLMTask.GLMValidationTask<T>> | |
| GLMTask.GLMXValidationTask | |
| GLMValidation |
Class for GLMValidation.
|
| GLMValidation.GLMXValidation | |
| GLMValidationTsk |
Created by tomasnykodym on 9/12/14.
|
| Gram | |
| Gram.Cholesky | |
| Gram.Cholesky.DelayedTask | |
| Gram.GramTask |
Task to compute gram matrix normalized by the number of observations (not counting rows with NAs).
|
| Gram.InPlaceCholesky | |
| LSMSolver |
Distributed least squares solvers
|
| LSMSolver.ADMMSolver | |
| LSMSolver.ProxSolver |
| Enum | Description |
|---|---|
| GLMModel.GLMParameters.Family | |
| GLMModel.GLMParameters.Link | |
| LSMSolver.LSMSolverType |
| Exception | Description |
|---|---|
| Gram.NonSPDMatrixException | |
| LSMSolver.ADMMSolver.NonSPDMatrixException | |
| LSMSolver.LSMSolverException |