sam-ml-py 0.10.3

a library for ML programing created by Samuel Brinkmann

SAM_ML

a library created by Samuel Brinkmann

getting started (with SMAC3 library)

0. pre-installations (needed for smac library)

You need to install swig for the smag library that is used for hyperparameter tuning.

Linux (see smac installation guide):

apt-get install swig

MacOS (with homebrew):

brew install swig

Windows (see swigwin)

1. install the package to your activated virtual environment (python version 3.10 and higher is needed)

pip install sam-ml-py[with_swig]

getting started (without SMAC3 library)

1. install the package to your activated virtual environment (python version 3.10 and higher is needed)

pip install sam-ml-py

start using it

2. now you can import the package, e.g.:

from sam_ml.models import RFC

RandomForestClassifier = RFC()

--> in the 'examples' folder you can find notebooks with code snippets that explain the usage of the package and it is also worth to look into the wiki of the repo.