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Updating the repository! 4:00pm 4/6/2022 IST

kevinzakka and others added 30 commits April 4, 2020 00:18
Lets --> Let's, right in the beginning of this paragraph.
* Fixed dead link to "EricsBroadcastingDoc"

The old wiki is no longer there...

* http -> https where possible and fixed more broken links

* One more HTTPS link
xrange() is deprecated in Python 3.x. consider using range() instead.
In line 119: 
Before: because that it is how many neurons
After: because that is how many neurons
inaccuracy regarding hierarchical softmax. This pull request fixes it by
clarifying the use cases of hierarchical softmax.
Corrected the loss function of logistic regression. Added the missing negative sign and also a short comment on the loss function (i.e the loss function of logistic regression minimizes the negative-log likelihood)
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