Chapter 12 typo

[rickiepark]

(p380) In last sentence of 1st paragraph and first sentence of 2nd paragraph, "Pitt" should be "Pitts".

(p384) In a picture, "3nd Layer" should be "3rd Layer".

(p385) In 1st paragraph, "the o superscript" should be "the out superscript".

(p406) In 1st code block, "print('Training accuracy: ..)" should be "print('Test accuracy: ..)"

(p410) In 1st paragraph, "with one hidden unit," should be "with one hidden layer,".

(p415) In 2nd paragraph, "results in an n x t-dimensional matrix that we multiplied element wise ... to obtain the n x t-dimensional matrix \delta^{(h)}" should be "results in an n x h-dimensional matrix that we multiplied element wise ... to obtain the n x h-dimensional matrix \delta^{(h)}".

(p415) In last equations, "\Delta^{(h)} = \Delta^{(h)} + (A^{(in)})^T\delta^{(h)}" should be "\Delta^{(h)} = (A^{(in)})^T\delta^{(h)}" and "\Delta^{(out)} = \Delta^{(out)} + (A^{(h)})^T\delta^{(out)}" should be "\Delta^{(out)} = (A^{(h)})^T\delta^{(out)}".

(p416) In 1st eq., "\lambda^{(l)}" should be "\lambda^{(l)}W^{(l)}".

[rickiepark]

(p387) in the first equation,
"w_{1.1}^{(h)}" should be "w_{1,1}^{(h)}".

[jkstarling]

Check figure on page 386. Bottom element in hidden layer should have arcs to output layer.

[rasbt]

Thanks a lot @rickiepark and @jkstarling. Just fixed all of these for the 3rd edition!

[jkstarling]

Thank! Ps- really enjoy the book. Look forward to the updated edition! Jim Starling

…

Sent from my iPhone On Sep 24, 2019, at 20:25, Sebastian Raschka <[email protected]> wrote:  Thanks a lot @rickiepark<https://github.com/rickiepark> and @jkstarling<https://github.com/jkstarling>. Just fixed all of these for the 3rd edition! — You are receiving this because you were mentioned. Reply to this email directly, view it on GitHub<#94?email_source=notifications&email_token=AK54YMDLK7VVKXXTHQ5BLBLQLLK25A5CNFSM4GMU62TKYY3PNVWWK3TUL52HS4DFVREXG43VMVBW63LNMVXHJKTDN5WW2ZLOORPWSZGOD7QO27Y#issuecomment-534834559>, or mute the thread<https://github.com/notifications/unsubscribe-auth/AK54YMGYRLXLYSDIVWC6OULQLLK25ANCNFSM4GMU62TA>.