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Assignment 1: Memory overflow when running kNN #1

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@evref

When running the kNN in Google Colaboratory with more than approximately 2000 train samples and 500 test samples there is a crash. This yields the error: "Your session crashed after using all available RAM.". Note that this still occurs when using the "High RAM" runtime shape from Colab Pro.

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