Improved runtime of predict() function via vectorization of future draws. Details here. Credits to @orenmatar for the original blog post and @winedarksea for the implementation.
predict() now has a new argument, vectorized, which is true by default. You should see speedups of 3-7x for predictions, especially if the model does not use full MCMC sampling. When using growth='logistic' with mcmc_samples > 0, predictions may be slower, and in these cases you can fall back to the original code by specifying vectorized=False.
Added aarch64 wheels for Linux and parallelised wheel build workflow. Credits to @thechopkins.
cmdstanpy minimum version is now 1.0.4
Fixed a bug where the version number hadn't updated from 1.0. prophet.__version__ now returns the correct version.
R
(Backend change) Make holidays data internal to the package to prevent unintentional overrides. Note that the data can still be read by end users as before, this hasn't changed. Credits to @bartekch.
Commits
7713c4e Enable qemu emulation and aarch64 build for prophet (#2254)
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Bumps prophet from 1.1 to 1.1.1.
Release notes
Sourced from prophet's releases.
Commits
7713c4e
Enable qemu emulation and aarch64 build for prophet (#2254)9869a3b
bump r version for release8fbf8ba
Speed Up Uncertainty Predictions (#2186)b3fedb5
Remove Cython from install reqs and update shim (#2262)271268a
Update README badges and site nav (#2261)062e9a1
Add example dataset affected by COVID and guide for docs (#2260)0543872
Logic simplification (#2192)2018874
Incorporate cmdstanpy v1.0.4 updates (#2259)4a53023
Have a single source for version (#2258)c9cf658
Make holidays data internal and exported at the same time (#2185)Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting
@dependabot rebase
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