EZStacking is Jupyter notebook generator for supervised learning problems using Scikit-Learn pipelines and stacked generalization.
EZStacking handles classification and regression problems for structured data.
It can also be viewed as a development tool, because a notebook generated with EZStacking contains:
-an exploratory data analysis (EDA) used to assess data quality
- a modelling producing a reduced-size stacked estimator
- a server returning a prediction, a measure of the quality of input data and the execution time.

Features

  • automated machine learning
  • exploratory data analysis
  • stacked generalization
  • Jupyter notebook generator
  • Scikit-Learn
  • Keras

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License

GNU General Public License version 3.0 (GPLv3)

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Registered

2021-07-08