| Package | Description |
|---|---|
| fr.lip6.jkernelmachines | |
| fr.lip6.jkernelmachines.active |
This package contains relevant classes to perform Active Learning
|
| fr.lip6.jkernelmachines.classifier |
Provides basic class for classifiers, and some well known implementations.
|
| fr.lip6.jkernelmachines.classifier.multiclass |
Provides basic class for multiclass classifiers.
|
| fr.lip6.jkernelmachines.classifier.transductive |
Provides interface and implementations of transductive classifiers.
|
| fr.lip6.jkernelmachines.density |
Provides interface and implementations of density estimation algorithms.
|
| fr.lip6.jkernelmachines.evaluation |
Provides interface and implementations for evaluation metrics (e.g. accuracy, average precision) and cross-validation.
|
| fr.lip6.jkernelmachines.example |
Provides examples and tutorials on using JKernelMachines.
|
| fr.lip6.jkernelmachines.gui |
Provides simple GUI for JKernelMachines.
|
| fr.lip6.jkernelmachines.io |
Provides utilities for reading data files (currently libsvm and csv formats).
|
| fr.lip6.jkernelmachines.kernel |
Provides basic classes and interfaces for kernel function.
|
| fr.lip6.jkernelmachines.kernel.adaptative |
Provides classes for adaptative kernels (e.g. weighted sum kernels, weighted product kernels, ...).
|
| fr.lip6.jkernelmachines.kernel.extra |
Provides extra kernels with fancy functionalities.
|
| fr.lip6.jkernelmachines.kernel.extra.bag |
Provides kernels on bags classes.
|
| fr.lip6.jkernelmachines.kernel.typed |
Provides typed common kernel classes (e.g. Linear kernel on double[], Gaussian kernels on int[], ...).
|
| fr.lip6.jkernelmachines.kernel.typed.index |
Provides kernel classes working on indexed data (e.g. using only the component n of a vector).
|
| fr.lip6.jkernelmachines.projection |
This package contains algorithms to project data into more effective spaces (like PCA).
|
| fr.lip6.jkernelmachines.threading |
Provides threading utilities.
|
| fr.lip6.jkernelmachines.type |
Provides data type classes.
|
| fr.lip6.jkernelmachines.util |
Provides library wide utilities.
|
| fr.lip6.jkernelmachines.util.algebra |
This package provides basic linear algebra routines.
|
| fr.lip6.jkernelmachines.util.algebra.ejml |
Binding for EJML library (better linear algebra)
|
| fr.lip6.jkernelmachines.util.generators |
This package provides artificial data generators.
|