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(Ab)using Python for Better Debbuging of Pre-trained Pytorch Models

It can be useful to (ab)use python's dynamic object model to add functions to existing objects in order to better interrogate and debug a pre-trained pytorch model.

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The Silence of the Integers

Integers overflow silently in a lot of popular python libraries (including numpy, scipy, pandas, pytorch, tensorflow).

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Estimating the Importance of Hyperparameters in Machine Learning Models

Use a linear model to estimate the importance of your hyperparameters.

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