Layer Mechanics

ML-Ensemble is designed to provide an easy user interface. But it is also designed to be extremely flexible, all the wile providing maximum concurrency at minimal memory consumption. The lower-level API that builds the ensemble and manages the computations is constructed in as modular a fashion as possible.

The low-level API introduces a computational graph-like environment that you can directly exploit to gain further control over your ensemble. In fact, building your ensemble through the low-level API is almost as straight forward as using the high-level API. In this tutorial, we will walk through how to use the Layer class to fit several learners.

The Layer API

Basics

TBD

from mlens.parallel import Layer

Total running time of the script: ( 0 minutes 0.000 seconds)

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