Abstract Classes for Building 'scikit-learn' Like API

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Documentation for package ‘mlapi’ version 0.1.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

fit	Fits model to data
fit.Matrix	Fits model to data
fit.matrix	Fits model to data
fit_transform	Fit model to the data, then transforms data
fit_transform.Matrix	Fit model to the data, then transforms data
fit_transform.matrix	Fit model to the data, then transforms data
mlapiDecomposition	Base abstract class for all decompositions
mlapiDecompositionOnline	Base abstract class for all decompositions
mlapiEstimation	Base abstract class for all classification/regression models
mlapiEstimationOnline	Base abstract class for all classification/regression models which can be *trained incremendally* (online)
mlapiTransformation	Base abstract class for all transformations
mlapiTransformationOnline	Base abstract class for all transformations which can be *trained incremendally* (online)
predict	Makes predictions on new data using pre-trained model
predict.Matrix	Makes predictions on new data using pre-trained model
predict.matrix	Makes predictions on new data using pre-trained model
transform	Transforms new data using pre-trained model
transform.Matrix	Transforms new data using pre-trained model
transform.matrix	Transforms new data using pre-trained model