AutoML Toolkit: a toolkit for building automl system
Project description
AutoML Toolkit
A set of re-usable components for building complex configurable pipelines, agnostic to:
- Search space implementation
- How to build your pipeline
- Where compute happens
... yet providing sensible defaults and options to plug in your own.
Please see the docs for how to view locally.
Installation
Installing just
git clone git@github.com:automl/amltk.git
# If using `just`
just install
# otherwise, for everything
pip install -e ".[dev, test, doc, smac, optuna]"
Docs
This library uses mkdocs for markdown style documentation.
just docs
Otherwise if you don't have just installed
python -m webbrowser -t "http://127.0.0.1:8000/" \
AMLTK_DOC_RENDER_EXAMPLES={{example}} \
AMLTK_DOCS_OFFLINNE={{offline}} \
AMLTK_EXEC_DOCS={{exec_doc_code}} \
mkdocs serve --watch-theme
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Source Distribution
amltk-1.0.1.tar.gz
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