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Manifold

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 radarUnderstand more
Published: May 19, 2020
May 2020
评估?

Manifold 是机器学习的一个与模型无关的可视化调试工具。模型开发人员通常会花费大量的时间用于迭代和改进现有模型,而不是创建一个新的模型。通过将焦点从模型转移到数据,Manifold 对影响模型性能的数据集特征进行可视化,并以此补充现有的性能指标。我们认为 Manifold 将会是机器学习生态系统中一个值得考虑的实用工具。