Sebastian Raschka

Figure 13.7 contains the phrase "magiying glass." Not sure if this is a typo ("magnifying glass") or a joke though :) (a la "automagically")

The figure caption says > this figure is courtesy Olaf Ronneberger instead of > this figure is courtesy of Olaf Ronneberger

I think it should be "BatchNorm1d": 

Maybe I am overlooking something, but the figures seem to be duplicated:  

I took some notes reg. potential errata/suggestions when reading. As I am currently digitizing my handwritten notes, I thought it might be useful to share those. In Listing 11.12, I...

Suggestion: mentioning neural nets for ordinal regression in chapter 4

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Just reading chapter 4, you mentioned on pg. 83 that ordinal targets are usually either treated as continuous ("metric" regression) or nominal (conventional classification). Just wanted to mention that there...

Writing the progress to a log file

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I think in certain settings, it would be useful to redirect the progress bar/percentage to a log file (for example, if we are running scripts remotely and don't want to...

update ch08 code for latest pandas version

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Fixes #74

Make an optional flowchart

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> Suggestion : I would recommend and suggest that the author do a flowchart or a diagram for all steps from chapter 1 to 6 for each Machine learning algorithm...

actually, I am not sure why I wasn't computing it with loss = np.sum((onehot_targets - probas)**2) (instead of mean) in the loop and then using mse = mse/num_examples instead of...