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It would be nice to support parallelization, simply by exposing the `skip` feature of generators like Sobol.jl. That is, if you want to evaluate on 1000 processors with 2^15 points each, you could p…
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### What is the idea?
The `Interval` class defines a multi-dimensional interval. Its `contains(sample)` method returns a vector boolean which is equal to 1 for each point which is inside the interv…
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Compared to EAGLE and TNG, the posteriors from ABC for SIMBA had the opposite correlation with SFR. In fact, the SIMBA posteriors **reversed** the SFR-to-color relation --- i.e. star-forming galaxies …
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![image.png](https://raw.githubusercontent.com/Fureimi/pe/main/files/ebe5f4fe-34c6-47a9-9d38-bb2390b4a81a.png)
Under: BookFind Class Component, alternatives considered
User is labelled as a class in…
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I was playing around the optimizer a bit and noticed one thing: looking at how it picks new points to test, it's now done completely at random:
https://github.com/davisking/dlib/blob/e558318c9a23c4…
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To sample from `BallInf`'s, this package could be applied: https://github.com/stevengj/Sobol.jl
_Originally posted by @mforets in https://github.com/JuliaReach/LazySets.jl/issues/917#issuecomment-5…
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Using the current best objective value or the GP mean/quantile estimated at that point is problematic when using EI to optimize noisy target functions. Often this leads to premature exploitation.
L…
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**Note from the teaching team:** This bug was reported during the _Part II (Evaluating Documents)_ stage of the PE. **You may reject this bug if it is not related to the quality of documentation.**
![…
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![image.png](https://raw.githubusercontent.com/zhekaiii/pe/main/files/a22f9c00-e8f3-441d-96ab-bd32ba864143.png)
In the sequence diagram, it is shown that the `Model` instance and `LogicManager` insta…
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Let's start with Sobol sequences, only because we currently have code for these. If we're in `d` dimensions, the Sobol sequence is a sequence of length-d vectors.
Actually, let's make this even mo…