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Title: Diverse Mini-batch Active Learning by mbrine555 · Pull Request #134 · modAL-python/modAL · GitHub

Open Graph Title: Diverse Mini-batch Active Learning by mbrine555 · Pull Request #134 · modAL-python/modAL

X Title: Diverse Mini-batch Active Learning by mbrine555 · Pull Request #134 · modAL-python/modAL

Description: This is a PR that implements a new batch active learning query strategy (as mentioned in #119). Diverse Mini-batch Active Learning attempts to take into account both informativeness and diversity when selecting a batch of new examples to be labeled. It's also worth noting that this involves bumping the required scikit-learn version from 0.18 -> 0.20. I'm not sure if there's any additional documentation you'd like to have added around this, so just let me know!

Open Graph Description: This is a PR that implements a new batch active learning query strategy (as mentioned in #119). Diverse Mini-batch Active Learning attempts to take into account both informativeness and diversity w...

X Description: This is a PR that implements a new batch active learning query strategy (as mentioned in #119). Diverse Mini-batch Active Learning attempts to take into account both informativeness and diversity w...

Opengraph URL: https://github.com/modAL-python/modAL/pull/134

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9048f43 sketch out diverse k-means implementation Jun 19, 2021 https://patch-diff.githubusercontent.com/modAL-python/modAL/pull/134/commits/9048f43f168ddee79e6827c95a7f6be9771a84c7
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