- Contrary to what machine learning enthusiasts would have us believe, machine learning still requires a considerable amount of explicit programming .
- import pandas as pd import numpy as np from sklearn .
- Trying out-and tuning-different machine learning models is another tedious vitally important step of machine learning pipeline design.
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@kdnuggets: “TPOT: A #Python Tool for Automating #DataScience #MachineLearning @randal_olson”
TPOT is an open-source Python data science automation tool, which operates by optimizing a series of feature preprocessors and models, in order to maximize cross-validation accuracy on data sets.
TPOT : A Python Tool for Automating Data Science