Facets: An Open Source Visualization Tool for Machine Learning Training Data

Facets: An Open Source Visualization Tool for Machine Learning Training Data

Getting the best results out of a machine learning (ML) model requires that you truly understand your data. However, ML datasets can contain hundreds of millions of data points, each consisting of hundreds (or even thousands) of features, making it nearly impossible to understand an entire dataset in an intuitive fashion.