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I already mention this in ReverseDiff's documentation, but I'm opening this issue to increase visibility and track progress.
ReverseDiff has [the same perturbation confusion issue as ForwardDiff](…
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# Description
Each of the diagnostic variables named [here](https://github.com/CliMA/ClimateMachine.jl/blob/master/src/Diagnostics/atmos_les_default_perturbations.jl#L101-L123) need definitions…
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Create synthetic datasets from real data through perturbations (one of the initial purposes of the library)
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Hi @forever208 ,
Great work! I like your observation of the inconsistency between training and sampling and propose a simple input perturbation to mitigate/align it. A question about your implementat…
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Some of the metamorphic tests don't run on Azure and AWS because we don't support all the features (like multi-store nodes) on those clouds. Today those tests are skipped when they attempt to run. It …
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Advantages:
1. Clean and simple - can fully isolate NAO impact from other sources of variability,
2. Can easily evaluate temporal evolution,
3. Less compute/storage.
Disadvantages:
1. Idealized - s…
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Hi everyone.
We're considering an experiment of measuring the temperature (and hopefully the velocity) of water right after it passes through the core of a research nuclear reactor by using a circu…
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It was introduced here: https://arxiv.org/pdf/2011.12536.pdf
VTLP is used in speech recognition (https://arxiv.org/pdf/2201.05562.pdf, http://www.cs.toronto.edu/~hinton/absps/perturb.pdf)
Referenc…
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https://yanghaozhang.com/2020/08/02/universal.html
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When I looked at the ANP code, I found that the input perturbation_budget seems to be limiting the range of parameters for the batch normalization layer. For example, if perturbation_budget=4, the ran…