* Update 04_mnist_basics.ipynb
Change 'turn to be' to 'turn out to be'
* Update 04_mnist_basics.ipynb
Change 'linear layout' to 'linear layer'
* Update 04_mnist_basics.ipynb
add comma
* Update 05_pet_breeds.ipynb
change 'using to' to 'using it to'
* Update 05_pet_breeds.ipynb
Change 'probem' to 'problem'
* Update 05_pet_breeds.ipynb
Change "train the model all" to "train the model at all"
* Fix typo
Change "same people appears" to "same people appear"
* Fix typo
Change 'tfrom' to 'from'
* Make text match code
Text said 2e-2 but code has 1e-2
* Fix redundant words
Change "on your about your" to "on your"
* Fix grammar
Change "inputs images" to "input images"
* grammar fix
Changed "updating weight" to "updating weights"
* Fix grammar
* Fix grammar
* Fix newline added mistakenly
* Fix description of tokenizing repeating chars
The description of the tokenization of "!!!!" was out of order of the actual functionality.
* Update "xxcap" to "xxup"
On line 387 it shows that "xxup" is used, not "xxcap"
Joe BenderandJeremy Howard