TPOT : A Python Tool for Automating Data Science

TPOT: A #Python Tool for Automating #DataScience  #MachineLearning @randal_olson

  • 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.

Read the full article, click here.


@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