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Documentation for HAFER ML¤

The HomemAde FramEwoRk for Machine Learning (HAFER ML).

Hafer is oat in German.

Install¤

pip install haferml

This will leave out many dependencies. To install haferml together with all the requirements,

pip install "haferml[all]"

The extras options:

  • all: everything
  • aws: required if one needs AWS
  • docs: required to build the docs

The Idea¤

The Hafer ML framework is designed to be a minimal framework for data scientists. Hafer ML uses config files and saves the artifacts at every step for reproducibility.

Toolkit¤

The essential tools are

  • Python,
  • Docker,
  • AWS: such as S3, ECR and ECS.