MLQA is a Python package that is created to help data scientists, analysts and developers to perform quality assurance (i.e. QA) on pandas dataframes and 1d arrays, especially for machine learning modeling data flows. It’s designed to work with logging library to log and notify QA steps in a descriptive way. It includes stand alone functions (i.e. checkers) for different QA activities and DiffChecker class for integrated QA capabilities on data.
You can install MLQA with pip.
pip install mlqa
MLQA depends on Pandas and Numpy.