imbal documentation

Hello! Welcome to the imbal documentation.

imbal is a Tensorflow/Keras extension for machine learning

• Addresses issues related to imbalanced data

• Handles both classification (e.g. SEP/non-SEP) and regression (e.g. SEP intensity) tasks

• Handles both tabular and image data

Installation guide

Subpackages:

• Metrics

• Classification

• Regression

• Util

Information on incorporated tools:

• t-SNE Model Explantation

• LIME Prediction Explanation

• SHAP Prediction Explanation

Code tutorials can be found here

Contact us

For feedback or questions, please reach out to us through one of the following emails:

• tgalletta2022@my.fit.edu

• dacosta2022@my.fit.edu