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Published 20 hours ago • verified publisher icon modAL-python

Query synthesis

Open cosmic-cortex opened this issue 6 years ago • 3 comments

Active learning not only works in pool-based or stream-based setting, it can generate examples which can be queried for labels. This is called query synthesis. (See this paper for further details.) This should be implemented in modAL.

cosmic-cortex avatar Aug 24 '18 08:08 cosmic-cortex

Does this library support Query Synthesis now? Or are there any workarounds?

idl99 avatar Dec 06 '20 15:12 idl99

Hi! No, unfortunately not. Due to other projects and lack of time, I abandoned the implementation of major features such as this.

cosmic-cortex avatar Dec 09 '20 07:12 cosmic-cortex

I've implemented that paper at simonlevine/membership-query-synthesis and plan to slowly adapt it properly to the ModAL API if anyone is interested for now.

simonlevine avatar Apr 11 '21 18:04 simonlevine