Published : May 19, 2020
NOT ON THE CURRENT EDITION
This blip is not on the current edition of the Radar. If it was on one of the last few editions, it is likely that it is still relevant. If the blip is older, it might no longer be relevant and our assessment might be different today. Unfortunately, we simply don't have the bandwidth to continuously review blips from previous editions of the Radar. Understand more
Assess Worth exploring with the goal of understanding how it will affect your enterprise.
Manifold is a model-agnostic visual debugger for machine learning (ML). Model developers spend a significant amount of time on iterating and improving an existing model rather than creating a new one. By shifting the focus from model space to data space, Manifold supplements the existing performance metrics with a visual characteristics of the data set that influences the model performance. We think Manifold will be a useful tool to assess in the ML ecosystem.