Installation¶

Prerequisites¶

The following packages are requirements:

joblib

numpy

pandas

sklearn

scipy

minisom

keras (with any backend)

Optionally, consider installing the package imbalanced_databases for evaluation.

> pip install smote_variants

For testing purposes, it is recommended to install the imbalanced_databases package:

> pip install imbalanced_databases

> git clone git@github.com:gykovacs/smote_variants.git
> cd smote_variants
> pip install .

For out of box imbalanced databases consider installing the imbalanced_databases package:

> git clone git@github.com:gykovacs/imbalanced_databases.git
> cd imbalanced_databases
> pip install .

> pip install git+https://github.com:gykovacs/smote_variants.git

For out of box imbalanced databases consider installing the imbalanced_databases package, as well:

> pip install git+https://github.com:gykovacs/imbalanced_databases.git