a library for ML programing created by Samuel Brinkmann
Project description
SAM_ML
a library created by Samuel Brinkmann
getting started (with SMAC3 library)
- 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)
- 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)
- install the package to your activated virtual environment (python version 3.10 and higher is needed)
pip install sam-ml-py
start using it
- now you can import the package, e.g.:
from sam_ml.models.classifier import RFC
RandomForestClassifier = RFC()
--> Look into the docs of the repo for more information.
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