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Saturday, December 29, 2018

Pytorch Torchvision model performance cheatsheet


Network vs Top-1 Error vs Top-5 Error including VGG net, ResNet, Densenet.

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Machine Learning Workflow

Data cleaning Missing data Outlier Others: duplicates, typos, special characters Strategy for missing data: imputation, mean, median...