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Pymach is a tool to accelerate the development of models based on Machine Learning, looking for the best model for your data.

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pymach

Pymach is a tool to accelerate the development of models based on Machine Learning, check if there are patterns to exploit on a dataset. It aims to develop a first roadmap that gives an idea of the problem we are dealing with. The following pictures best explain the concept behind pymach.

Installation

Run using google colab:

Using conda

  • conda create -n pymach python=3.6
  • source activate pymach
  • git clone https://github.com/gusseppe/pymach
  • cd pymach
  • pip install -r requirements.txt
  • cd pymach
  • python index.py

Using Docker

You can modify the files in your current folder and see the modification in your container.

Define

https://github.com/gusseppe/pymach/blob/master/examples/define.png

Analyze

https://github.com/gusseppe/pymach/blob/master/examples/analyze1.png

https://github.com/gusseppe/pymach/blob/master/examples/analyze2.png

Model

https://github.com/gusseppe/pymach/blob/master/examples/model1.png

https://github.com/gusseppe/pymach/blob/master/examples/model2.png

Predict

https://cloud.githubusercontent.com/assets/6261900/23687975/63a71f9c-037f-11e7-828f-45725a0fafe1.png

Features

  • TODO

Credits

This package was created using Cookiecutter and the audreyr/cookiecutter-pypackage project template.

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Pymach is a tool to accelerate the development of models based on Machine Learning, looking for the best model for your data.

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