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 the key core
from mlens.ensemble import Sequential
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