4 ms·

Myrtle has a similar series that includes discussion about batch normalisation: https://myrtle.ai/learn/how-to-train-your-resnet/ https://myrtle.ai/learn/how-to

• stared 7y ago
  I looked at it, and it is very good: good baselines, explanations, visualizations and going deeper than a typical "it is a black box but if you copy & paste it will work". I was surprised by the nice network vis (and I did dive into the subject before: https://medium.com/inbrowserai/simple-diagrams-of-convoluted-neural-networks-39c097d2925b https://medium.com/inbrowserai/simple-diagrams-of-convoluted...). The only thing that looks clunky is the text logs for training (a shameless plug: https://github.com/stared/livelossplot https://github.com/stared/livelossplot).