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Ensemble learning in Cheminformatics

 

Yet another invaluable post on cheminformatics and machine learning Python package for Ensemble learning #Chemoinformatics #Scikit learn.

Ensemble learning sometime outperform than single model. So it is useful for try to use the method. Fortunately now we can use ensemble learning very easily by using a python package named ‘mlens‘

Install using PIP

pip install mlens

ML-Ensemble (mlens) is an open-source high performance ensemble learning package written in Python, code is available on GitHub https://github.com/flennerhag/mlens.

ML-Ensemble combines a Scikit-learn high-level API with a low-level computational graph framework to build memory efficient, maximally parallelized ensemble networks in as few lines of codes as possible.


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