Automate data science tasks with a button, instead of 600 lines of code

If it can be automated, assign it to a button

Why Automax🤔 | Quickstart🚀

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Why Automax 🤔

With Automax, you can:

• Quickly create a project structure

• Do all of these with the click of a button:

  ♻️ Running workflows

  📝 Running unit tests

  🕵️ View notebook outputs

  📓 Edit python scripts as if they were notebooks

  📊 Get complete profile for a dataset

  🗒️ Get baseline results from a set of models

Quickstart 🚀

1. Clone the repo

   git clone git@github.com:bipinKrishnan/automax.git

2. Move to the cloned path and run the following commands, automax will create the project with all the required files in the specified project path.

   python3 automax <path to project> <project name>

3. Now move to the project path and run this command to launch the dashboard.

   make automax-dashboard

   From now on, the above command is all you need to launch the dashboard.

TODO

• Refactor the codebase

• Show the complete file structure of the project in the dashboard

• Make the project into cli tool which is automatically added to the env variable during the first install

• Add documentation

• Add tests and CI

• Ability for users to add buttons to automate tasks specific to their projects