Machine learning models are getting complicated and often have many hyperparameters. In order to ease the exhaustive trial and error kind of experimental procedures, Facebook AI has released HiPlot for the public.

HiPlot had been used by the developers at Facebook AI to explore and efficiently analyse hyperparameter tuning of deep neural networks with dozens of hyperparameters and more than 100,000 experiments.

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