zaaw-algo-ml 0.3.0

Teaching-oriented ML metapackage: standard DS stack + Optuna + LazyPredict + PPS

zaaw_algo_ml

A small teaching-oriented metapackage that installs a standard data-science / ML stack together with:

• Optuna
• PPS score (ppscore)
• LazyPredict

It is intended for student virtual environments.

Install

python -m pip install --upgrade pip
python -m pip install .

Or build a wheel first:

python -m pip install build
python -m build
python -m pip install dist/zaaw_algo_ml-0.1.0-py3-none-any.whl

What it includes

• numpy
• pandas
• matplotlib
• seaborn
• scipy
• scikit-learn
• statsmodels
• joblib
• optuna
• ppscore
• lazypredict

Notes

• This package does not include Jupyter magics like %matplotlib inline.
• This package does not include your local module functions.eda_automations; that would need to be packaged separately.
• Version ranges are intentionally conservative to reduce the chance of sudden breaking upgrades.

Quick test

from zaaw_algo_ml import smoke_test, print_versions

print_versions()
smoke_test()