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modAL-python / modAL

A modular active learning framework for Python
https://modAL-python.github.io/
MIT License
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Query synthesis #17

Open cosmic-cortex opened 6 years ago

cosmic-cortex commented 6 years ago

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.

idl99 commented 3 years ago

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

cosmic-cortex commented 3 years ago

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

simonlevine commented 3 years ago

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.