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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: A modular active learning framework for Python. Contribute to modAL-python/modAL development by creating an account on GitHub.

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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Jun 22, 2021https://github.com/modAL-python/modAL/pull/134#issue-926742269
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#119https://github.com/modAL-python/modAL/issues/119
Diverse Mini-batch Active Learninghttps://arxiv.org/abs/1901.05954
Please reload this pagehttps://github.com/modAL-python/modAL/pull/134
June 19, 2021 12:16https://github.com/modAL-python/modAL/pull/134#commits-pushed-9048f43
sketch out diverse k-means implementationhttps://github.com/modAL-python/modAL/pull/134/commits/9048f43f168ddee79e6827c95a7f6be9771a84c7
9048f43https://github.com/modAL-python/modAL/pull/134/commits/9048f43f168ddee79e6827c95a7f6be9771a84c7
update some comment and docstringshttps://github.com/modAL-python/modAL/pull/134/commits/81c349eeeee9c346dc797ba9292e6b5726e8b574
81c349ehttps://github.com/modAL-python/modAL/pull/134/commits/81c349eeeee9c346dc797ba9292e6b5726e8b574
make filter_param actually do somethinghttps://github.com/modAL-python/modAL/pull/134/commits/0f89ab35c2eb9e307bca2b06ef4852f9dfc1dccd
0f89ab3https://github.com/modAL-python/modAL/pull/134/commits/0f89ab35c2eb9e307bca2b06ef4852f9dfc1dccd
update testshttps://github.com/modAL-python/modAL/pull/134/commits/f2321cb5d980e343fc737e283269ba02ff216c9b
f2321cbhttps://github.com/modAL-python/modAL/pull/134/commits/f2321cb5d980e343fc737e283269ba02ff216c9b
bump scikit-learn version to support weighted kmeanshttps://github.com/modAL-python/modAL/pull/134/commits/22fadcecaf6ff02d1542225aeb3235b66bd25200
22fadcehttps://github.com/modAL-python/modAL/pull/134/commits/22fadcecaf6ff02d1542225aeb3235b66bd25200
modify to return points closest to each cluster center, not just any …https://github.com/modAL-python/modAL/pull/134/commits/52afb6aeefa11ef99147b4520a2193beaeaeeccb
52afb6ahttps://github.com/modAL-python/modAL/pull/134/commits/52afb6aeefa11ef99147b4520a2193beaeaeeccb
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Oct 10, 2021 https://github.com/modAL-python/modAL/pull/134#pullrequestreview-775647467
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modAL/batch.pyhttps://github.com/modAL-python/modAL/pull/134/files/52afb6aeefa11ef99147b4520a2193beaeaeeccb#diff-2262fbeb3e1f0aa450ec33c90fa5a9c360361d54004cd569f9377c8cfe02b41f
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