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Tweak docs
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kwinkunks committed Sep 28, 2023
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`Fork on GitHub <https://github.com/scienxlab/redflag>`_


Redflag: An Entrance Exam for Data
==================================

| ``redflag`` aims to be an automatic safety net for
| machine learning datasets. Given a ``DataFrame`` or
| ``ndarray``, ``redflag`` will analyse each feature,
| including aspects such as class imbalance, leakage, outliers,
| anomalous data patterns, threats to the IID assumption, etc.
Redflag: safer ML by design
===========================

| ``redflag`` is a lightweight safety net for machine
| learning. Given a ``DataFrame`` or ``ndarray``,
| ``redflag`` will analyse the features and the target,
| and warn you about class imbalance, leakage, outliers,
| anomalous data patterns, threats to the IID assumption,
| and more.

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