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NEXT is a machine learning system that runs in the cloud and makes it easy to develop, evaluate, and apply active learning in the real-world. Ask better questions. Get better results. Faster. Automate...

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It appears `butler.job` doesn't work for submitting background jobs at the myApp level. This is because butler submits the job without a namespace, so the broker/celery ends up calling apply...

When I try to run NEXT locally, I get a message in my browser saying: Authentication is required. [localhost] requires username and password Your connection to this site is not...

After #166 we can use the new launch script or launch GUI to launch a local experiment. It'd be nice to still be able to specify a separate targets file...

I ran into a use case today where @sumeetsk was developing an application where he had two different algorithms that needed a different set of parameters for getQuery and processAnswer...

enhancement

One proposal: We have integration tests which consist of only JSON files for dictionaries to send to NEXT (say), that verify that all the plumbing is sound. From these, the...

maintenance

- `/assistant/init//` should provide a form pre-populated with the values used to start the experiment - All submissions of the /assistant/init form, whether got using the pre-populated or blank version,...

api

We have seen a use-case where we have agreed it is necessary to store information per target as the experiment continues in such a way that we can access it...

enhancement

https://aws.amazon.com/blogs/aws/theyre-here-longer-ec2-resource-ids-now-available/?sc_channel=em&sc_campaign=mult_GC_longeridformat_2016_09_01_20160820_panghalv2.multi_gc_ot-longeridformat_2016_09_01_panghalv&sc_publisher=aws&sc_medium=em_20394&sc_content=other_servicenotice_ot&sc_country=global&sc_geo=global&sc_category=mult&sc_outcome=other&trk=em_20394&mkt_tok=eyJpIjoiWXprNE1XVmhNVGd4TWpNeSIsInQiOiJGNVlaSVhIeitpZGw2WFp3Szc4MitTVU1aVHpuN2doSUpOdVdiTU1pZWdWWDgzSkdSRlZhWTFZb3RKWlVoV2h6a0RoYldqb09ueU1hT1plWnZ1QkxicFdRb2xHTjAxNFhEMkJIRVExWmZKTT0ifQ%3D%3D

bug

If someone POSTs the same processAnswer over and over, each request gets sent to the algorithm. This has the effect of 'voting' many times potentially. Note, that there is only...

Tuple bandits needs to be migrated