Features

Accelerated WEKA provides support to all algorithms from the previous packages. In addition, wekaRAPIDS provides integration with the RAPIDS library, which offers both Single and Multi-GPU support. Below, you can find the RAPIDS algorithms currently supported by wekaRAPIDS.

Single GPU support

The algorithms currently supported by Accelerated WEKA are:

• LinearRegression
• LogisticRegression
• Ridge
• Lasso
• ElasticNet
• MBSGDClassifier
• MBSGDRegressor
• MultinomialNB
• BernoulliNB
• GaussianNB
• RandomForestClassifier
• RandomForestRegressor
• SVC
• SVR
• LinearSVC
• KNeighborsRegressor
• KNeighborsClassifier

Multi-GPU support

The algorithms supported by Accelerated WEKA in multi-GPU mode are:

• KNeighborsRegressor
• KNeighborsClassifier
• LinearRegression
• Ridge
• Lasso
• ElasticNet
• MultinomialNB
• CD