Forward-merge release/26.06 into main#8170
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Hey this is my first time working on the c++ / cython layer so.... I recently came across Welford's algorithm and I thought something similar should work for kernel density to not need to compute the full pairwise distance matrix. So this does now an online log-sum-exp with max tracking. This way we can run arbitrarily big embeddings without any memory issues and batching. Authors: - Severin Dicks (https://github.com/Intron7) - Jim Crist-Harif (https://github.com/jcrist) Approvers: - Victor Lafargue (https://github.com/viclafargue) - Jim Crist-Harif (https://github.com/jcrist) - James Lamb (https://github.com/jameslamb) - Simon Adorf (https://github.com/csadorf) URL: #7833
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SUCCESS - forward-merge complete. |
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Forward-merge triggered by push to release/26.06 that creates a PR to keep main up-to-date. If this PR is unable to be immediately merged due to conflicts, it will remain open for the team to manually merge. See forward-merger docs for more info.