Cash Costello

This is coming from python's socket code from this function: ``` def _check_sendfile_params(self, file, offset, count): if 'b' not in getattr(file, 'mode', 'b'): raise ValueError("file should be opened in binary...

The Arabic model was trained on the Prague Arabic Dependency Treebank as prepared by Universal Dependencies. Info on that here https://github.com/UniversalDependencies/UD_Arabic-PADT/tree/master. It says that the lemmas are vocalized so you'll...

The model is doing exactly what it was trained to do. My understanding is Arabic lemmatization involves diacritization because of the ambiguity when diacritics are left out. If anyone wants...

Maybe convert each user into a deleted user

Agreed. I would prefer to keep the username and first and last names and remove their password hash and email address. The reason for this is being able to trace...

Current idea is that deleting doesn't remove the user, but does the following: * makes them inactive * removes username/email - so that the same person can have a new...

This is not going to be a simple feature to add. Some things to consider: 1. Anonymous HITs cannot support this so there will need to be logic for that....

mTurk uses xml for the question parameter when creating a hit using their API (https://docs.aws.amazon.com/AWSMechTurk/latest/AWSMturkAPI/ApiReference_CreateHITOperation.html). Have you noticed it anywhere else?

We're not interested in qualifications. Is the same true for your use cases? GetAssignmentsForHIT is deprecated so that leaves CreateHIT and CreateHITWithHITType. Right now, we are only using html/javascript templates...

I've been assuming that one motivation for implementing the mturk API is using boto as the client. Looks like boto has a schema file per service: https://github.com/boto/botocore/blob/develop/botocore/data/mturk/2017-01-17/service-2.json The schema file...