pyribs
@pyribs
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A bare-bones Python library for quality diversity optimization. Currently in beta — Come along for the adventure :) Managed by @icaroslab
Joined February 2021
We are searching for feature requests for pyribs! If you have an idea to improve the library, fill out an issue on our GitHub:
github.com
A bare-bones Python library for quality diversity optimization. - icaros-usc/pyribs
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And let us know if you have any questions or comments about this release! DM us here or raise an issue on GitHub: 7/7.
github.com
A bare-bones Python library for quality diversity optimization. - icaros-usc/pyribs
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That’s all for now! We recommend taking a look at the blog to check if any of our backwards-incompatible changes affect you 6/7.
pyribs.org
We discuss the wide range of features and improvements in pyribs 0.4.0.
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as_pandas() now returns an ArchiveDataFrame, which makes it easy to manipulate elite data ) 4/7
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On each archive, archive.stats now contains info such as QD score and mean objective 3/7
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You can now associate metadata, i.e. an arbitrary object like a dict of stats, with each elite 2/7
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pyribs 0.4.0 is live! It has many new features (some backwards-incompatible); here we cover a few. See our blog for more info. 1/7.
pyribs.org
We discuss the wide range of features and improvements in pyribs 0.4.0.
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An exciting extension of pyribs that incorporates gradient information! Definitely check it out.
Excited to share some recent work with @snikolaidis19 on differentiable quality diversity (DQD). pdf: .abs: .code:
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Announcing pyribs 0.3.1! This is a patch release. In particular, we have added tests for the SlidingBoundariesArchive and believe it is ready for more rigorous use.
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pyribs is now on Conda thx to @condaforge! Get the full dist (same as "pip install ribs[all]") with:. conda install -c conda-forge pyribs. For the base dist (same as "pip install ribs"):. conda install -c conda-forge pyribs-base. See our blog for more info
pyribs.org
pyribs is now available on the conda-forge channel under the name pyribs.
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For more info, see our blog post:
pyribs.org
pyribs is now available on the conda-forge channel under the name pyribs.
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Our initial release! Check us out on
pyribs.org
A bare-bones Python library for quality diversity optimization.
Excited to release pyribs today, our new quality diversity (QD) library!. Website: Documentation: .GitHub: .Fellow Contributors: @btjanaka @LunJohnZhang @snikolaidis19
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