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
: everythingaws
: required if one needs AWSdocs
: 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.